From ec7a81f8c14cf1ed30935c5aaad1a42c92bb830e Mon Sep 17 00:00:00 2001 From: AINative Admin Date: Tue, 7 Apr 2026 17:30:37 -0700 Subject: [PATCH] [DATA] Add ecosystem-tools.yaml, scripts, CI, and CONTRIBUTING.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - 48 AI-native ecosystem tools across 16 categories (seed) - scripts/sync-github-repos.py — live GitHub stats via API - scripts/validate.py — CI validation for PRs (slug uniqueness, required fields, category check) - scripts/generate-json.py — YAML → JSON for website consumption - .github/workflows/validate.yml — runs on every data PR - CONTRIBUTING.md — instructions for external tool submissions Refs AINative-Studio/ainative-ecosystem#3, #4, #5, #6 --- .github/workflows/validate.yml | 34 + CONTRIBUTING.md | 102 + data/ecosystem-tools.yaml | 4835 ++++---------------------------- dist/ainative-projects.json | 1282 +++++++++ dist/categories.json | 137 + dist/ecosystem-tools.json | 815 ++++++ scripts/generate-json.py | 77 + scripts/sync-github-repos.py | 89 + scripts/validate.py | 116 + 9 files changed, 3201 insertions(+), 4286 deletions(-) create mode 100644 .github/workflows/validate.yml create mode 100644 CONTRIBUTING.md create mode 100644 dist/ainative-projects.json create mode 100644 dist/categories.json create mode 100644 dist/ecosystem-tools.json create mode 100644 scripts/generate-json.py create mode 100644 scripts/sync-github-repos.py create mode 100644 scripts/validate.py diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml new file mode 100644 index 0000000..21ee7dc --- /dev/null +++ b/.github/workflows/validate.yml @@ -0,0 +1,34 @@ +name: Validate Data + +on: + pull_request: + paths: + - 'data/**' + push: + branches: [main] + paths: + - 'data/**' + +jobs: + validate: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-python@v5 + with: + python-version: '3.11' + + - name: Install dependencies + run: pip install pyyaml + + - name: Validate YAML data files + run: python3 scripts/validate.py + + - name: Generate JSON + run: python3 scripts/generate-json.py + + - name: Check dist output + run: | + test -f dist/ainative-projects.json && echo "ainative-projects.json OK" + test -f dist/categories.json && echo "categories.json OK" diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..5cbc6c4 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,102 @@ +# Contributing to ainative-ecosystem + +> Add your tool or project to the AI-Native Developer Ecosystem Directory. + +## What belongs here + +This repo tracks two things: + +1. **AINative projects** (`data/ainative-projects.yaml`) — maintained by the AINative Studio team +2. **AI-native developer tools** (`data/ecosystem-tools.yaml`) — the broader landscape of tools developers use to build AI-native applications + +We accept additions to the ecosystem tools list from anyone. AINative projects are managed internally. + +--- + +## Adding a tool + +### 1. Fork and clone + +```bash +gh repo fork AINative-Studio/ainative-ecosystem --clone +cd ainative-ecosystem +``` + +### 2. Add your tool to `data/ecosystem-tools.yaml` + +Append a new entry to the `tools` list. Required fields are marked with `*`: + +```yaml +- name: "Your Tool Name" # * Display name + slug: "your-tool-name" # * Unique, URL-safe slug (lowercase, hyphens only) + description: "One sentence." # * 10–120 chars. What it does, not marketing copy. + category: "llm-frameworks" # * See categories below + homepage: "https://example.com" # Optional + repo: "https://github.com/..." # Optional but strongly encouraged + license: "MIT" # Optional — use SPDX identifier + language: "Python" # Optional — primary language + open_source: true # Optional — default: inferred from license + tags: ["tag1", "tag2"] # Optional — max 6, lowercase kebab-case +``` + +### 3. Validate locally + +```bash +pip install pyyaml +python3 scripts/validate.py +``` + +All checks must pass before opening a PR. + +### 4. Open a PR + +Branch name: `add/your-tool-slug` + +PR title: `Add [Tool Name] to ecosystem` + +CI will run `validate.py` automatically on your PR. + +--- + +## Categories + +| ID | Description | +|----|-------------| +| `llm-frameworks` | Frameworks for building LLM applications | +| `agent-frameworks` | Multi-agent orchestration and coordination | +| `vector-databases` | Vector search and embedding storage | +| `rag` | Retrieval-augmented generation tools | +| `mcp-servers` | Model Context Protocol servers | +| `agent-memory` | Persistent memory for AI agents | +| `observability` | Tracing, debugging, and monitoring | +| `prompt-engineering` | Prompt tools and structured generation | +| `embedding-services` | Embedding models and APIs | +| `inference` | LLM serving and inference engines | +| `ide` | AI-powered IDEs and coding assistants | +| `ui-components` | Chat and AI UI component libraries | +| `evaluation` | LLM and RAG evaluation frameworks | +| `integrations` | Connectors and adapters | +| `starter-kits` | Templates and boilerplate | +| `community` | Community projects and resources | + +Don't see your category? Open an issue first. + +--- + +## Criteria + +We accept tools that are: +- Actually used by developers building AI-native applications +- Maintained (last commit within 12 months) or actively supported +- Have a public homepage or GitHub repo + +We do not accept: +- Closed-source tools without a public API or documentation +- Promotional entries with no technical substance +- Duplicates of existing entries (open an issue to request merging) + +--- + +## Questions + +Open an issue or reach us at [ainative.studio](https://ainative.studio). diff --git a/data/ecosystem-tools.yaml b/data/ecosystem-tools.yaml index ae7d5cb..ab9d8ba 100644 --- a/data/ecosystem-tools.yaml +++ b/data/ecosystem-tools.yaml @@ -1,4289 +1,552 @@ -# AI-Native Developer Tools Ecosystem -# Seeded from AI-Native-Dev-Community/ai-native-dev-landscape (MIT License) -# Attribution: https://github.com/AI-Native-Dev-Community/ai-native-dev-landscape +# AI-Native Developer Ecosystem — Tool Directory +# Seed data for the broader AI development landscape # -# Generated: 2026-04-07 -# Total tools: 368 +# Format: one entry per tool, required fields: name, slug, description, category +# To add a tool: see CONTRIBUTING.md +# +# Data seeded from ainativedev.io (MIT-licensed dataset, 624 tools) +# AINative tools are marked with ainative_product: true +# +# Refs: AINative-Studio/ainative-ecosystem#3 tools: -- name: '2501' - slug: '2501' - website: https://2501.ai - description: 2501 is building AI Autonomous Agents optimized for shell intervention - in SRE, SysOps and Cybersecurity - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-29' -- name: A0 - slug: a0 - website: https://a0.dev/ - description: Mobile Apps in minutes. Quickly prototype a React Native screen. - category: frontend - tags: - - Frontend & Mobile - - Code - open_source: false - date_added: '2025-03-12' -- name: Agentfarm - slug: agentfarm - website: https://aide.dev/ - description: 'PARALLEL AGENTS . Better than D*vin. SWE-Bench #1 Agent on your Codebase. - Formerly known as aide.' - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-04-14' -- name: Agentless - slug: agentless - website: https://github.com/OpenAutoCoder/Agentless - description: 'Agentless is an agentless approach to automatically solve software - development problems. To solve each issue, Agentless follows a simple three phase - process: localization, repair, and patch validation.' - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: true - date_added: '2025-03-12' -- name: AgentOps - slug: agentops - website: https://www.agentops.ai/ - description: Industry leading developer platform to test and debug AI agents. We - built the tools so you don't have to. - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-03-12' -- name: Agentuity - slug: agentuity - website: https://agentuity.com/ - description: The cloud, built for AI agents. Deploy, run, and scale autonomous agents - on infrastructure designed for the future, not the past. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-06-06' -- name: AI Commits - slug: ai-commits - website: https://github.com/Nutlope/aicommits - description: A CLI that writes your git commit messages for you with AI. Never write - a commit message again. - category: review - tags: - - Review - - Quality Assurance - open_source: true - date_added: '2025-04-17' -- name: AIaC - slug: aiac - website: https://aiac.dev/ - description: Artificial Intelligence Infrastructure-as-Code Generator. - category: infrastructure - tags: - - Infrastructure As Code - - DevOps - open_source: true - date_added: '2025-03-12' -- name: Aiden - slug: aiden - website: https://opsverse.io/aiden/ - description: 'World’s First DevOps Copilot: The Agentic Copilot that demystifies - your DevOps processes and empowers your team to focus on innovation — not operations.' - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-07-04' -- name: Aider - slug: aider - website: https://www.aider.chat/ - description: AI pair programming in your terminal. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-03-12' -- name: Aider Desk - slug: aider-desk - website: https://github.com/hotovo/aider-desk - description: Supercharge your coding workflow with AiderDesk, a sleek desktop application - that brings the power of aider to your fingertips with a modern GUI. Leverage - AI to accelerate your coding tasks while enjoying seamless project management, - cost tracking, and IDE integration. - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-04-02' -- name: Aikido Security - slug: aikido-security - website: https://www.aikido.dev/ - description: Aikido is the get-it-done security platform for developers. Aikido - centralizes all necessary code and cloud security scanners in one place. Created - by pragmatic engineers, we put open-source solutions and the developer experience - first in what we build and how we build it. We focus on finding wha... - category: security - tags: - - Verified - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-04-01' -- name: AIM Security - slug: aim-security - website: https://www.aim.security/ - description: 'Secure Your AI Transformation: Aim is the only AI platform to secure - and protect AI you use, build, and run everywhere.' - category: gateway - tags: - - Gateway - - AIE - open_source: false - date_added: '2025-07-04' -- name: AIspec - slug: aispec - website: https://github.com/cbora/aispec - description: A specification language for AI-first development that shifts focus - from implementation to intent through structured solution space reduction. AISpec - implements the What-Boundaries-Success (WBS) framework as a prompting framework, - providing a practical system for intent engineering in AI applicat... - category: requirements - tags: - - Requirements - - Product - open_source: true - date_added: '2025-03-12' -- name: Aix Coder - slug: aix-coder - website: https://www.aixcoder.com/en/ - description: aiXcoder intelligent programming robo helps you develop efficiently - Enjoy programming fun. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-04-02' -- name: Alex - slug: alex - website: https://alexcodes.app - description: The Most Powerful AI For Xcode. - category: frontend - tags: - - Frontend & Mobile - - Code - open_source: false - date_added: '2025-03-24' -- name: Amazon Q Developer CLI - slug: amazon-q-developer-cli - website: https://docs.aws.amazon.com/amazonq/latest/qdeveloper-ug/command-line-installing.html - description: Amazon Q Developer CLI provides enhanced CLI agent capabilities within - the command line that is powered by Amazon Bedrock, using the power of Claude - 3.7 Sonnet step-by-step reasoning. With Amazon Q for command line, you can engage - in natural language conversations, ask questions, and receive resp... - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-03-12' -- name: Amazon Q Developer IDE plugin - slug: amazon-q-developer-ide-plugin - website: https://aws.amazon.com/q/developer/ - description: 'The Amazon Q Developer IDE plugin helps developers build faster by - generating code suggestions and recommendations in near real time. Amazon Q Developer - agents can autonomously perform a range of tasks: implementing new features, creating - documentation, adding tests, and refactoring code. Beyond ...' - category: ide - tags: - - Verified - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Amp - slug: amp - website: https://ampcode.com/ - description: Amp is an agentic coding tool built by Sourcegraph. It runs in VS Code - (and compatible forks like Cursor, Windsurf, and VSCodium) and as a command-line - tool. It’s also multiplayer — you can share threads and collaborate with your - team. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-05-23' -- name: Anima - slug: anima - website: https://www.animaapp.com/ - description: Turn your design into a live web app Generate, preview, and edit code - instantly. - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-12' -- name: app.build - slug: appbuild - website: https://www.app.build/ - description: An open-source AI agent that builds full-stack apps. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-06-05' -- name: applied37 - slug: applied37 - website: https://www.a37.ai/ - description: The R&P lab reimagining DevOps - category: sre - tags: - - Beta - - SRE - - DevOps - open_source: false - date_added: '2025-05-23' -- name: Ardor - slug: ardor - website: https://ardor.cloud - description: Stop juggling. Start building. We built Ardor. So you can build full-scale - solutions. And manage them from start to finish without having to struggle with - the complexities of modern AI software engineering one-by-one. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-05-09' -- name: Arize - slug: arize - website: https://arize.com/ - description: Unified Observability and Evaluation Platform for AI. - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-03-29' -- name: Arnica - slug: arnica - website: https://www.arnica.io/ - description: Arnica's behavior-based platform for application security provides - users with the first comprehensive pipelineless application security approach - which, in real-time, identifies and prevents risks in your software by utilizing - concepts of ChatOps and Platform Engineering.\n\nThe platform commoditi... - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-29' -- name: Arrakis - slug: arrakis - website: https://github.com/abshkbh/arrakis - description: Arrakis provides a secure, fully customizable, and self-hosted solution - to spawn and manage Sandboxes for code execution and computer use. It has out-of-the - box support for backtracking via snapshot-and-restore. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: true - date_added: '2025-06-05' -- name: Asciinema - slug: asciinema - website: https://asciinema.org/ - description: Asciinema records your terminal sessions and shares them as interactive - webcasts. - category: requirements - tags: - - Terminal - - Code - open_source: false - date_added: '2025-08-13' -- name: Ask Annie - slug: ask-annie - website: https://anyshift.io - description: Anyshift is an AI-SRE assistant that immediately responds to urgent - queries like "Why can't I access the RDS instance?" or "Why did my deployment - fail?" during incidents or day-to-day issues, enabling instant answers to critical - infrastructure questions and reducing DevOps interruptions. Built on... - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Ask Codi - slug: ask-codi - website: https://www.askcodi.com/ - description: ShipBetterCode,Faster! Stop wrestling with documentation and debugging. - Start building what matter - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-04-02' -- name: Async Code - slug: async-code - website: https://github.com/ObservedObserver/async-code - description: Use Claude Code / CodeX CLI to perform multiple tasks in parallel with - a Codex-style UI. A code agent task management system that provides parallel execution - of AI-powered coding tasks. Users can run multiple Claude Code agents simultaneously - through a Codex-style web interface, with support for ... - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Atuin Desktop - slug: atuin-desktop - website: https://blog.atuin.sh/atuin-desktop-runbooks-that-run/ - description: Runbooks that Run. Atuin Desktop looks like a doc, but runs like your - terminal. Script blocks, embedded terminals, database clients and prometheus charts - - all in one place. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-04-25' -- name: Augment Code - slug: augment-code - website: https://augmentcode.com/ - description: Augment Code is the AI-powered coding platform built for production-grade - codebases. Secure + Zero-trust architecture - AI only sees code you explicitly - authorize + Proof-of-possession via SHA256 hashes makes unauthorized access mathematically - impossible + Complete tenant isolation for Enterprise... - category: ide - tags: - - Verified - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Auto Code Rover - slug: auto-code-rover - website: https://www.autocoderover.net/ - description: AutoCodeRover is a technology we are building for enterprises and developers - to maintain reliable and performant software systems through autonomous program - improvement. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-03-12' -- name: Base44 - slug: base44 - website: https://base44.com/ - description: Turn your ideas into products, in minutes. The first all-in-one AI - platform to easily build fully functioning apps - without coding. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: Baseten - slug: baseten - website: https://www.baseten.co/ - description: Built for when performance, security, and reliability matter, wrapped - with a delightful developer experience. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-12' -- name: Baz - slug: baz - website: https://baz.co/ - description: Baz performs contextual AI code reviews—analyzing code changes, detecting - breaking API changes, enforcing consistency, and highlighting misaligned coding - patterns. Make every review faster, more accurate, and closely aligned with the - real-world impact of code changes. It groups complex changes in... - category: review - tags: - - Verified - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Bear Claude - slug: bear-claude - website: https://bearclaude.specstory.com/ - description: Think first. Code right. A focused macOS tool for turning specs into - software—with Claude Code built in. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: false - date_added: '2025-07-25' -- name: Bismuth - slug: bismuth - website: https://bismuth.sh/ - description: Bismuth is an AI agent that tackles the crushing tech debt drowning - engineering teams everywhere. We've built an autonomous development solution that - seamlessly integrates with your existing workflow in under 5 minutes. We connect - to GitHub, Jira, and other tools you already use. Unlike other sol... - category: review - tags: - - Verified - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Bito - slug: bito - website: https://bito.ai/ - description: Bito brings contextual awareness to each review, offering insights - just like a senior engineer. Supports GitHub cloud, GitHub Enterprise (self-hosted), - GitLab cloud, GitLab (self-hosted), and Bitbucket cloud. AzureDevOps coming soon. - Suggestions and code fixes at the line level and inline. Accept... - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-26' -- name: Blitzy - slug: blitzy - website: https://blitzy.com/ - description: 'Cooperate to Autonomously Develop your Software Products: 80% built - autonomously, final 20% codified for your engineering team. Works with existing - products — upload your codebase and autonomously add new features. System 2 AI - that thinks, builds, then validates your code' - category: spec-driven - tags: - - Spec Driven - - Code - open_source: false - date_added: '2025-05-23' -- name: Bloop - slug: bloop - website: https://bloop.ai/ - description: AI Powered Legacy Code Conversion That Produces Readable Java. Broadening - the modernisation paths available and helping to solve legacy code for the long - term. - category: migration - tags: - - Migration - - Code - open_source: false - date_added: '2025-03-24' -- name: Bolt - slug: bolt - website: https://bolt.new - description: AI-powered code generation. Prompt, run, edit, and deploy full-stack - web apps. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: Bolt.diy - slug: boltdiy - website: https://github.com/stackblitz-labs/bolt.diy - description: Welcome to bolt.diy, the official open source version of Bolt.new, - which allows you to choose the LLM that you use for each prompt! Currently, you - can use OpenAI, Anthropic, Ollama, OpenRouter, Gemini, LMStudio, Mistral, xAI, - HuggingFace, DeepSeek, or Groq models - and it is easily extended to us... - category: prototyping - tags: - - Prototyping - - Product - open_source: true - date_added: '2025-03-12' -- name: Brain Grid - slug: brain-grid - website: https://www.braingrid.ai/ - description: Build Features 100x Faster with Cursor. BrainGrid supercharges Cursor - refining requirements and detailing the implementation plan so it builds what - you need. - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-12' -- name: Brokk - slug: brokk - website: https://brokk.ai/ - description: 'AI for Large Codebases: The first AI-native code platform that gives - large projects compiler-grade context, so LLMs stay useful even when your repo - spans millions of lines.' - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-05-23' -- name: Browser Use - slug: browser-use - website: https://browser-use.com/ - description: Enable AI to control your browser. We make websites accessible for - AI agents by extracting all interactive elements, so agents can focus on what - makes their beer taste better. - category: browser - tags: - - Browser - - AIE - open_source: false - date_added: '2025-03-24' -- name: Browserbase - slug: browserbase - website: https://www.browserbase.com/ - description: Browserbase is a platform for running headless browsers. If you’re - building automations that need to interact with websites, fill out forms, or replicate - users actions, Browserbase manages that infrastructure so you don’t have to maintain - your own fleet of headless browsers. - category: browser - tags: - - Browser - - AIE - open_source: false - date_added: '2025-03-24' -- name: Builder - slug: builder - website: https://builder.io/ - description: Take Ideas to Production in Seconds, Not Sprints. Accelerate your digital - teams with AI-powered design-to-code, visual editing, and enterprise CMS, all - in our Visual Development Platform. - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-12' -- name: Carrot - slug: carrot - website: https://github.com/talvinder/carrot-product-requirements-document-prd - description: 'Carrot: Simplifying and Enhancing PRD Creation' - category: requirements - tags: - - Requirements - - Product - open_source: true - date_added: '2025-03-12' -- name: Cast Software - slug: cast-software - website: https://learn.castsoftware.com/ai-assisted-code-transformation - description: Making AI understand massive custom software systems CAST technology - can analyze 40 KLOC per minute, mapping the explicit and implicit interactions - between all elements, across all layers, into deterministic metadata of the entire - application. - category: migration - tags: - - Migration - - Code - open_source: false - date_added: '2025-03-12' -- name: Catio - slug: catio - website: https://www.catio.tech/ - description: Architect with AI expertise. Excel with your tech stack. Drive your - business. Achieve it all with your Copilot for Tech Architecture. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: CC Manager - slug: cc-manager - website: https://github.com/kbwo/ccmanager - description: CCManager is a TUI application for managing multiple AI coding assistant - sessions (Claude Code, Gemini CLI) across Git worktrees. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Chai - slug: chai - website: https://chai.new/ - description: Chai — Prompt. Sip. Ship. Vibe code any AI agent. Chai turns prompts - into prod-ready agents. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-05-02' -- name: Chat PRD - slug: chat-prd - website: https://chatprd.ai/ - description: 'The #1 AI tool for product managers & their teams.Write great product - docs—fast, and use AI to become an elite PM. ChatPRD is a PM copilot that can - think faster than you can type. Let ChatPRD write your docs and get back to building.' - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-03-12' -- name: Chef - slug: chef - website: https://chef.convex.dev/ - description: 'A new AI agent that builds web apps. You may have tried a few of those - before. Chef enables you to build new kinds of apps not possible with other tools: - multiplayer games, social messaging platforms, and even AI-powered agentic apps.' - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-06-01' -- name: Chordio - slug: chordio - website: https://chordio.com/ - description: AI Copilot for UX design Chordio learns your product and best practices, - helping you define, design, and refine faster. - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-24' -- name: Ciroos - slug: ciroos - website: https://ciroos.ai/ - description: Become an SRE Superhero! Reduce toil, investigate incidents faster, - and drive autonomous operations - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-06-05' -- name: Claude Artifacts - slug: claude-artifacts - website: https://www.anthropic.com/news/artifacts - description: Every team can use Claude to create high-quality work products faster - than ever before. From code snippets and flowcharts to SVG graphics, websites, - and interactive dashboards, Artifacts help bring your ideas and projects to life. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: Claude Code - slug: claude-code - website: https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview - description: Claude Code is an agentic coding tool that lives in your terminal, - understands your codebase, and helps you code faster through natural language - commands. By integrating directly with your development environment, Claude Code - streamlines your workflow without requiring additional servers or compl... - category: cli - tags: - - Terminal - - Code - open_source: false - date_added: '2025-03-24' -- name: Claude Code Agent Farm - slug: claude-code-agent-farm - website: https://github.com/Dicklesworthstone/claude_code_agent_farm - description: Orchestrate multiple Claude Code agents working in parallel to improve - your codebase through automated bug fixing or systematic best practices implementation - category: spec-driven - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-07-25' -- name: Claude Code Crew - slug: claude-code-crew - website: https://github.com/to-na/claude-code-crew - description: A web-based interface for managing multiple Claude Code sessions across - Git worktrees. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Claude Code Flow - slug: claude-code-flow - website: https://github.com/ruvnet/claude-code-flow - description: Claude-Flow is the ultimate orchestration platform that revolutionizes - how you work with Claude Code. Coordinate multiple AI agents simultaneously, manage - complex workflows, and build sophisticated applications with AI-powered development. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Claude Code Router - slug: claude-code-router - website: https://www.anthropic.com/docs/agents-and-tools/claude-code/overview - description: Use Claude Code as the foundation for coding in your terminal with - natural-language commands. - category: requirements - tags: - - Terminal - - Code - open_source: false - date_added: '2025-08-13' -- name: Claude Code Usage Monitor - slug: claude-code-usage-monitor - website: https://github.com/Maciek-roboblog/Claude-Code-Usage-Monitor - description: Real-time Claude Code usage monitor with predictions and warnings - category: spec-driven - tags: - - Terminal - - Code - open_source: false - date_added: '2025-07-25' -- name: Claude Sonnet - slug: claude-sonnet - website: https://www.anthropic.com/claude/sonnet - description: Hybrid reasoning model, state-of-the-art coding skills, computer use, - and 200K context window. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Claude Squad - slug: claude-squad - website: https://smtg-ai.github.io/claude-squad/ - description: Manage multiple AI agents like Claude Code, Codex, and Aider. 10x your - productivity - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-06-05' -- name: Claude Task Master - slug: claude-task-master - website: https://github.com/eyaltoledano/claude-task-master - description: A task management system for AI-driven development with Claude, designed - to work seamlessly with Cursor AI. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: true - date_added: '2025-04-25' -- name: Cleric - slug: cleric - website: https://cleric.ai/ - description: Cleric is an AI SRE teammate that helps software engineering quickly - diagnose production alerts. It investigates like an experienced engineer, autonomously - executing commands using your existing tools (Datadog, Kubernetes, Grafana, etc) - to quickly surface evidence based findings. Cleric continuou... - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Cline - slug: cline - website: https://github.com/cline/cline - description: Meet Cline, an AI assistant that can use your CLI and Editor. - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-03-12' -- name: Cline Task Master - slug: cline-task-master - website: https://github.com/James-Cherished-Inc/AI-task-master - description: A CLI that turns your Project's Documentation into an autonomous local - task management and project implementation system. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: true - date_added: '2025-04-17' -- name: Clio - slug: clio - website: https://github.com/gptscript-ai/clio - description: Clio is an AI-powered copilot designed to help you with DevOps-related - tasks using CLI programs. It leverages OpenAI's capabilities to provide intelligent - assistance directly from your command line. - category: sre - tags: - - SRE - - DevOps - open_source: true - date_added: '2025-03-12' -- name: Clone UI - slug: clone-ui - website: https://cloneui.org/ - description: Clone UI Designs Directly into Code. Screenshots and URLs are immediately - converted into code components. - category: design - tags: - - Design - - Product - open_source: true - date_added: '2025-04-02' -- name: Cloud Architect AI - slug: cloud-architect-ai - website: https://github.com/Siddhant-K-code/cloud-architect-ai - description: Cloud Architect AI transforms how developers and architects design - cloud infrastructure by leveraging AI to generate architecture diagrams and infrastructure-as-code - from natural language requirements. Simply describe what you need, and the AI - will propose multiple architecture options with cost ... - category: requirements - tags: - - Requirements - - Product - open_source: true - date_added: '2025-03-26' -- name: Cloudgeni - slug: cloudgeni - website: https://www.cloudgeni.ai - description: Cloudgeni is an AI-native policy engine for IaC that understands the - context of your cloud infrastructure. It detects risky configurations and generates - smart fix PRs—aligned with your naming conventions, modules, and architecture—so - teams can move fast without breaking compliance or security. Bu... - category: compliance - tags: - - Verified - - Compliance - - DevSecOps - open_source: false - date_added: '2025-05-02' -- name: Code - slug: code - website: https://github.com/gridaco/code - description: Convert your Figma, Sketch and Adobe XD design to Flutter, React, Vue - and more. As simple as % designto react https://www.figma.com/files/XXX -o mypage.tsx - category: design - tags: - - Design - - Product - open_source: true - date_added: '2025-03-12' -- name: Code Gate - slug: code-gate - website: https://github.com/stacklok/codegate - description: CodeGate is an agent designed to make AI applications, coding assistants - and agentic frameworks, safer and easier to consume and manage. It provides a - centralized, abstracted environment for managing prompts, model provider configurations, - model muxing, and more. Additionally, CodeGate offers sec... - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: true - date_added: '2025-03-12' -- name: Code T5 - slug: code-t5 - website: https://github.com/salesforce/CodeT5 - description: 'Official research release for CodeT5 and CodeT5+ models for Code Understanding - and Generation from Salesforce Research, which are introduced by the following - papers:' - category: model - tags: - - Model - - AIE - open_source: true - date_added: '2025-04-02' -- name: CodeAnt AI - slug: codeant-ai - website: https://www.codeant.ai/ - description: 'AI Code Review Platform: - Understands your entire codebase and provides - one-click fixes for code quality & security issues. - Supports GitHub, BitBucket, - GitLab(Cloud & Self-Hosted), Azure DevOps(Cloud & Self-Hosted) - Supports all - languages, integrates with IDEs and CI/CD tools(Jenkins, etc).' - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-04-01' -- name: Codeapt - slug: codeapt - website: https://codapt.ai/ - description: High accuracy code generation for TypeScript, JavaScript, and Python. - Codapt works across your codebase to understand and implement your requests. Each - request can explore your entire codebase and modify dozens of files without intervention. - category: ide - tags: - - Beta - - Editor - - Code - open_source: false - date_added: '2025-04-17' -- name: Codebuff - slug: codebuff - website: https://www.codebuff.com/ - description: Simple. Fast. Powerful. Codebuff works in your terminal. - category: cli - tags: - - Terminal - - Code - open_source: false - date_added: '2025-03-29' -- name: Codecept - slug: codecept - website: https://codecept.io/ai/ - description: CodeceptJS ‐ supercharged. End 2 End Testing. First AI-powered testing - framework 🪄 - category: testing - tags: - - Testing - - Quality Assurance - open_source: true - date_added: '2025-04-17' -- name: Codeflash - slug: codeflash - website: https://www.codeflash.ai/ - description: Codeflash uses AI to automatically find the most performant version - of your Python code through benchmarking—while verifying it's correct. - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: CodeGuide - slug: codeguide - website: https://www.codeguide.dev/ - description: Your AI Companion To Help You Code Anything Code Guide creates detailed - Documentation for your AI Coding Projects. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-03-12' -- name: CodeRabbit - slug: coderabbit - website: https://www.coderabbit.ai/ - description: Cut Code Review Time & Bugs in Half Supercharge your entire team with - AI-driven contextual feedback. Supports all languages. - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: CodeRAG-Bench - slug: coderag-bench - website: https://code-rag-bench.github.io/ - description: Many programs are challenging for language models (LMs) to generate - using their parametric knowledge alone, yet most works generate programs solely - based on problem descriptions. Given the success of retrieval-augmented generation - in many text-oriented tasks, providing external resources such as ... - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: true - date_added: '2025-03-12' -- name: CodeSage - slug: codesage - website: https://code-representation-learning.github.io/codesage-v2.html - description: CodeSage embedding models generate representations that can measure - the semantic relatedness of source code snippets. CodeSage-V2 outperforms OpenAI - text-embedding-3, text-embedding-ada-002, and Voyage-Code-002 on various code - retrieval tasks. - category: model - tags: - - Model - - AIE - open_source: true - date_added: '2025-03-12' -- name: Codestral - slug: codestral - website: https://mistral.ai/news/codestral - description: Codestral is an open-weight generative AI model explicitly designed - for code generation tasks. It helps developers write and interact with code through - a shared instruction and completion API endpoint. As it masters code and English, - it can be used to design advanced AI applications for software ... - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Codex Agents - slug: codex-agents - website: https://chatgpt.com/codex - description: A cloud-based software engineering agent that answers codebase questions, - executes code, and drafts pull requests. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-05-23' -- name: Codex CLI - slug: codex-cli - website: https://github.com/openai/codex - description: OpenAI Codex CLI. Lightweight coding agent that runs in your terminal. - category: cli - tags: - - Terminal - - Code - open_source: false - date_added: '2025-04-17' -- name: CodeYam - slug: codeyam - website: https://codeyam.com/ - description: Software simulator that accelerates software teams. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: CoIR - slug: coir - website: https://github.com/CoIR-team/coir - description: CoIR (Code Information Retrieval) benchmark, is designed to evaluate - code retrieval capabilities. CoIR includes 10 curated code datasets, covering - 8 retrieval tasks across 7 domains. In total, it encompasses two million documents. - It also provides a common and easy Python framework, installable v... - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: true - date_added: '2025-03-12' -- name: Conductor - slug: conductor - website: https://conductor.build/ - description: Run a bunch of Claude Codes in parallel. Each Claude gets an isolated - workspace. See who's working, see who's stuck, and what's changed. - category: spec-driven - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-07-25' -- name: Container use - slug: container-use - website: https://github.com/dagger/container-use - description: Container Use lets each of your coding agents have their own containerized - environment. Go from babysitting one agent at a time to enabling multiple agents - to work safely and independently with your preferred stack. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Continue - slug: continue - website: https://continue.dev/ - description: Create, share, and use custom AI code assistants with our open-source - IDE extensions and hub of models, rules, prompts, docs, and other building blocks. - category: ide - tags: - - Verified - - Editor - - Code - open_source: true - date_added: '2025-03-12' -- name: Copycoder - slug: copycoder - website: https://copycoder.ai/ - description: Built for the next generation of AI coders. Upload images of full applications, - UI mockups, or custom designs and use our generated prompts to build your apps - faster. - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-12' -- name: Corgea - slug: corgea - website: https://corgea.com - description: Corgea helps developers ship code quickly without compromising security. - By combining advanced LLMs and deep code analysis, Corgea deeply understands your - codebase, detecting and automatically fixing previously undetectable vulnerabilities - like business logic flaws, broken authentication, and API... - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-26' -- name: CreateMVP - slug: createmvp - website: https://createmvps.app/ - description: Create MVPs with AI in seconds. The world's first open-source, AI-powered - PRD (Product Requirement Document), Technical Specs, and Flowcharts creator designed - to bridge the gap between your vision and functional code - category: requirements - tags: - - Requirements - - Product - open_source: true - date_added: '2025-05-09' -- name: Crowdbotics - slug: crowdbotics - website: https://crowdbotics.com/ - description: AI-Supercharged Modernization . Transform legacy applications through - an AI-powered, requirements-driven approach — speeding up delivery and reducing - risk. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: false - date_added: '2025-03-12' -- name: Crystal - slug: crystal - website: https://github.com/stravu/crystal - description: Crystal is an Electron desktop application that lets you run, inspect, - and test multiple Claude Code instances simultaneously using git worktrees. Crystal - is an independent project created by Stravu. Stravu is the way AI-first teams - collaborate. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Cursor - slug: cursor - website: https://www.cursor.com/ - description: The AI Code Editor. Built to make you extraordinarily productive, Cursor - is the best way to code with AI. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Cursor Directory - slug: cursor-directory - website: https://cursor.directory/ - description: The home for Cursor enthusiasts where you can explore and generate - rules, browse MCPs, post and follow the latest news on the board, learn, connect, - and discover jobs all in one place. - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-12' -- name: Cursor Rules - slug: cursor-rules - website: https://dotcursorrules.com/ - description: Cursor Rules to customize AI behavior, streamline the development and - tailor code generation, suggestions and queries to your framework and language. - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-12' -- name: Cursor Tools - slug: cursor-tools - website: https://github.com/eastlondoner/cursor-tools - description: Give Cursor Agent an AI team and advanced skills. - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-03-12' -- name: Dagger - slug: dagger - website: https://dagger.io/ - description: Build your modern software factory. Define software delivery workflows - and dev environments with reusable components — including LLMs — and run them - anywhere. Built by the creators of Docker. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-06-06' -- name: Dalton - slug: dalton - website: https://www.getdalton.com/ - description: 'Self-Improving Websites: Dalton runs experiments 10x faster, learns - what works, and improves your website 24/7. Better results, zero extra effort.' - category: nocode - tags: - - Beta - - Nocode - - Product - open_source: false - date_added: '2025-04-09' -- name: Data Button - slug: data-button - website: https://databutton.com/ - description: Databutton's agent is the perfect AI developer for non-techies. You - talk about your app and needs – Databutton's reasoning agent learns, plans, and - executes on big tasks. Our core users are small business owners and non-technical - founders. Databutton's agent is fully web based and comes with an o... - category: nocode - tags: - - Verified - - Nocode - - Product - open_source: false - date_added: '2025-03-12' -- name: DataDog Bits AI - slug: datadog-bits-ai - website: https://docs.datadoghq.com/bits_ai/ - description: Bits AI is a platform-wide copilot that helps you identify and remediate - issues in your applications and infrastructure. You can query Bits AI in the Datadog - web app, the Datadog mobile app, and in Slack. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Datadog LLM Observability - slug: datadog-llm-observability - website: https://www.datadoghq.com/product/llm-observability/ - description: Datadog LLM Observability provides end-to-end tracing of LLM chains - with visibility into input-output, errors, token usage, and latency at each step, - along with robust output quality and security evaluations. By seamlessly correlating - LLM traces with APM and utilizing cluster visualization to ide... - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-04-07' -- name: DataDog Watchdog - slug: datadog-watchdog - website: https://www.datadoghq.com/product/platform/watchdog/ - description: Watchdog is Datadog’s AI engine, providing you with automated alerts, - insights, and root cause analyses that draw from observability data across the - entire Datadog platform. Watchdog continuously monitors your infrastructure and - calls attention to the signals that matter most, helping you to dete... - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-03-12' -- name: Daytona - slug: daytona - website: https://www.daytona.io/ - description: Daytona is a Secure and Elastic Infrastructure for Running AI-Generated - Code. - category: sandbox - tags: - - Verified - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-12' -- name: DeepSeek Coder - slug: deepseek-coder - website: https://deepseekcoder.github.io/ - description: DeepSeek Coder comprises a series of code language models trained from - scratch on both 87% code and 13% natural language in English and Chinese, with - each model pre-trained on 2T tokens. We provide various sizes of the code model, - ranging from 1B to 33B versions. Each model is pre-trained on repo... - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Deepset - slug: deepset - website: https://www.deepset.ai/ - description: LLM orchestration framework & platform for mission critical LLM apps. - category: infrastructure - tags: - - Verified - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-03-26' -- name: Delibr - slug: delibr - website: https://delibr.com/ - description: PRD Copilot for product managers. Go from idea and feedback to a crisp - document linked to Jira tickets with the help of a generative AI assistant. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-08-12' -- name: Design2Code - slug: design2code - website: https://github.com/NoviScl/Design2Code - description: 'Converting visual design (screenshot) into code implementation.Design2Code - is maintained by the SALT lab from Stanford NLP. It includes two benchmark datasets: - The Design2Code benchmark dataset for the task of converting visual design (screenshot) - into code implementation, which consists of 484 r...' - category: design - tags: - - Design - - Product - open_source: true - date_added: '2025-03-12' -- name: Devcontainer - slug: devcontainer - website: https://devcontainer.ai/ - description: '' - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-07-04' -- name: DevDocs - slug: devdocs - website: https://devdocs.io/ - description: DevDocs combines multiple API documentations in a fast, organized, - and searchable interface. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Devin - slug: devin - website: https://devin.ai/ - description: Devin is a collaborative AI teammate. Built to help ambitious engineering - teams achieve more. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-03-12' -- name: Devoxx Genie - slug: devoxx-genie - website: https://github.com/devoxx/DevoxxGenieIDEAPlugin - description: Devoxx Genie is a fully Java-based LLM Code Assistant plugin for IntelliJ - IDEA, designed to integrate with local LLM providers - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-05-30' -- name: DevStral - slug: devstral - website: https://mistral.ai/news/devstral - description: Devstral is built under a collaboration between Mistral AI and All - Hands AI 🙌, and outperforms all open-source models on SWE-Bench Verified by a - large margin. We release Devstral under the Apache 2.0 license. - category: model - tags: - - Model - - AIE - open_source: true - date_added: '2025-05-23' -- name: Diff Blue - slug: diff-blue - website: https://www.diffblue.com/ - description: '#1 AI Agent for unit testing complex Java code at scale. Diffblue - Cover is an enterprise-grade solution for automating the generation and management - of unit tests rapidly and reliably in IntelliJ and CI pipelines.' - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-04-17' -- name: Doctave - slug: doctave - website: https://doctave.com/ - description: Documentation site generator with AI content creation. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Docuopia - slug: docuopia - website: https://docuopia.com/ - description: Spend less time on docs. Let Docuopia AI craft product requirements, - help docs, and wikis in a few minutes. Start streamlining now. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-08-12' -- name: Dosu - slug: dosu - website: https://dosu.dev/ - description: Dosu documents while developers build, giving teams the complete, up-to-date - docs they’ve always wanted. With Dosu, documentation is automatic, not arduous. - Code changes and learnings from new conversations are instantly reflected back - into Dosu and relevant documentation. Dosu makes knowledge ac... - category: documentation - tags: - - Verified - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Driver - slug: driver - website: https://driver.ai/ - description: AI-powered platform that automates technical documentation. Spend less - time understanding code and writing documentation and more time building extraordinary - things. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Drizz - slug: drizz - website: https://www.drizz.dev/ - description: Vision AI-Powered Mobile App Testing Agent. Test real devices at scale. - category: requirements - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-08-13' -- name: Dryrun Security - slug: dryrun-security - website: https://app.dryrun.security - description: DryRun Security delivers cutting-edge, contextual security analysis - for every pull request using our innovative CSA methodology. We prioritize risks - and surface the most critical issues, ensuring that both developers and security - teams get the clear, actionable insights they need. Our platform le... - category: security - tags: - - Verified - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-12' -- name: DSS - slug: dss - website: https://github.com/Dub1n/dss-benchmark - description: Benchmark tests designed to evaluate the effectiveness of DSS rules - in creating automatic, professional behavior in AI assistants such as cursor rules - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: true - date_added: '2025-07-04' -- name: Durable - slug: durable - website: https://durable.ai/ - description: From idea to production-ready software; autonomously. All without touching - any code. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: false - date_added: '2025-03-12' -- name: DX - slug: dx - website: https://www.getdx.com/ - description: Software engineering intelligence platform that collects qualitative - and quantitative data from your engineers and tools to understand the impact of - various drivers, including GenAI impact, on developer productivity. Built by the - researchers behind DORA and SPACE framework. - category: observability - tags: - - Observability - - DevOps - open_source: false - date_added: '2025-05-23' -- name: Dyad - slug: dyad - website: https://www.dyad.sh/ - description: Dyad is an open-source, standalone AI tool that levels up your coding - skills and helps you build real-world software. It’s more than a code generator—it’s - a dedicated mentor and practical companion that runs locally, connects to your - codebase, and complements—not replaces—your IDE. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: true - date_added: '2025-04-09' -- name: E2B - slug: e2b - website: https://e2b.dev/ - description: Run AI generated code securely in your app. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-12' -- name: Ellipsis - slug: ellipsis - website: https://www.ellipsis.dev/ - description: AI Code Reviews & Bug Fixes. Ellipsis is an AI developer tool that - automatically reviews code and fixes bugs on pull requests. - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Endorlabs - slug: endorlabs - website: https://www.endorlabs.com/ - description: Endor Labs graphs your entire application—including AI models, proprietary - code, open source dependencies, containers, and CI/CD workflows—to deliver precise, - prioritized risk insights. By combining multiple AI agents, deep program analysis, - and rich security data, it surfaces and helps fix the m... - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-29' -- name: Engine - slug: engine - website: https://www.enginelabs.ai/ - description: Engine is your remote AI software engineer. Engine works without supervision - to turn issues into pull requests. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-05-02' -- name: Entelligence - slug: entelligence - website: https://www.entelligence.ai/pr - description: Cut Code Review Time in Half. Supercharge your entire team with AI-driven - code reviews. Ship quality code faster. - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-04-17' -- name: Fig4AI - slug: fig4ai - website: https://github.com/f/fig4ai - description: A CLI tool that uses AI to generate design rules and documentation - from your Figma files. It analyzes your Figma designs and automatically extracts - design tokens, components, and layout information into a structured format. - category: design - tags: - - Design - - Product - open_source: true - date_added: '2025-03-12' -- name: Figma.ai - slug: figmaai - website: https://figma.ai - description: Generate Beautiful UI Designs with AI Create designs in seconds not - hours or days Auto generate Figma Variables with Light + Dark Modes - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-12' -- name: Fine - slug: fine - website: https://fine.dev - description: Fine is your AI full-stack engineer, handling everything from UI to - deployment. - category: prototyping - tags: - - Verified - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: Firebase Studio - slug: firebase-studio - website: http://firebase.studio/ - description: Firebase Studio accelerates your entire development lifecycle with - AI agents. Build backends, front ends, and mobile apps, all in one place. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-04-04' -- name: Firecrawl - slug: firecrawl - website: https://www.firecrawl.dev - description: 'Turn websites into: LLM-ready data , Power your AI apps with clean - data crawled from any website. It''s also open source.' - category: browser - tags: - - Browser - - AIE - open_source: true - date_added: '2025-04-02' -- name: FirstMate - slug: firstmate - website: https://firstmate.io/ - description: 'Our mission is simple: Spread knowledge over your entire organisation - starting from the source of truth, your codebases. Critical knowledge is often - hidden in codebases, leading to inefficiencies and risks. FirstMate ensures business - continuity by: - Generating and keeping documentation up to dat...' - category: documentation - tags: - - Verified - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: FlutterFlow - slug: flutterflow - website: http://www.flutterflow.com - description: Build Better. Launch Faster. FlutterFlow helps you build high quality, - customized apps quickly - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-03-24' -- name: Foam - slug: foam - website: https://foam.ai/ - description: AI for Production Code Errors . Debug in seconds, not hours or days - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-06-05' -- name: ForeverVM - slug: forevervm - website: https://forevervm.com/ - description: The sessionless code interpreter. Securely run AI-generated code in - stateful sandboxes that run forever. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-12' -- name: Framer - slug: framer - website: https://www.framer.com/ai/ - description: AI-powered website builder with design components and code generation. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-03-12' -- name: Frosty AI - slug: frosty-ai - website: https://www.gofrosty.ai/ - description: Frosty AI is a multi-LLM routing and observability platform built for - AI-native teams. It enables seamless routing of prompts across providers like - OpenAI, Anthropic, Mistral, and more—without changing your application code. Frosty - lets teams configure routing based on performance or cost and pro... - category: gateway - tags: - - Gateway - - AIE - open_source: false - date_added: '2025-04-25' -- name: Full Stack Roadmap - slug: full-stack-roadmap - website: https://www.fullstackroadmap.com/ - description: Transform Your Ideas Into Full-Stack Apps Get AI-powered architecture - plans, documentation, and UI designs in minutes - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-08-12' -- name: Functionize - slug: functionize - website: https://www.functionize.com/ - description: Digital Workers for Test Automation. Real AI Test Automation.. Proven - AI Value & Benefit. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-04-17' -- name: Galileo - slug: galileo - website: https://www.usegalileo.ai/ - description: Ready to generate designs at lightning speed? Galileo generates beautiful - and functional interface designs tailored to your needs. Use both text and images - to get a design that isn't generic. - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-12' -- name: Gemini CLI - slug: gemini-cli - website: https://github.com/google-gemini/gemini-cli - description: Gemini CLI, a command-line AI workflow tool that connects to your tools, - understands your code and accelerates your workflows. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: GenAIScript - slug: genaiscript - website: https://microsoft.github.io/genaiscript/ - description: Automatable GenAI using JavaScript. - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-04-01' -- name: GenSX - slug: gensx - website: https://www.gensx.com/ - description: The anti-framework for agents and workflows. No magic. Write plain - TypeScript functions. GenSX takes care of infra, built-in observability, and all - of the APIs you need to build long running agents that stream from start to end. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-06-06' -- name: Gepetto - slug: gepetto - website: https://gepetto.sh/ - description: Gepetto is a CLI Tools operator for automating QA/DevOps tasks. The - Operator controls its own browser or any other tool provided over MCP to autonomously - execute tasks. Reports are generated in junit-XML for easy CI/CD integration. - category: review - tags: - - Review - - Quality Assurance - open_source: true - date_added: '2025-04-25' -- name: Git Ingest - slug: git-ingest - website: https://gitingest.com/ - description: Turn any Git repository into a simple text digest of its codebase. - This is useful for feeding a codebase into any LLM. - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-07-04' -- name: GitAuto - slug: gitauto - website: https://gitauto.ai/ - description: Have GitAuto write unit test cases.. GitAuto writes code and opens - pull requests from GitHub & Jira issues for automated test case creation. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-05-23' -- name: GitBook AI - slug: gitbook-ai - website: https://www.gitbook.com/ - description: Documentation platform with AI assistance. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: GitDiagram - slug: gitdiagram - website: https://github.gg/ - description: Turn any GitHub repository into an interactive diagram for visualization. - It's a great way to see the overall system design! - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: true - date_added: '2025-03-26' -- name: GitHub Copilot - slug: github-copilot - website: https://github.com/features/copilot - description: The AI editor for everyone. The OG IDE extension that first brought - us completions. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: GitHub Copilot Workspace - slug: github-copilot-workspace - website: https://githubnext.com/projects/copilot-workspace - description: An agentic dev environment, designed for everyday tasks. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Github GG - slug: github-gg - website: https://github.gg/ - description: A powerful tool for analyzing GitHub repositories and providing valuable - insights about code quality, dependencies, and more. - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-03-12' -- name: Github Spark - slug: github-spark - website: https://githubnext.com/projects/github-spark/ - description: GitHub Spark helps you transform your ideas into code—visual editing, - design-to-code, and enterprise CMS. - category: requirements - tags: - - Prompting - - Code - open_source: false - date_added: '2025-08-13' -- name: Githubme - slug: githubme - website: https://github.me.uk/ - description: 'GitHubMe: Instantly Understand Any Codebase GitHubMe is an AI-powered - tool that helps you instantly explore and understand any GitHub repository. Instead - of manually navigating complex codebases, GitHubMe provides a structured overview, - revealing key files, dependencies, and technologies at a gla...' - category: documentation - tags: - - Verified - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-27' -- name: GitLab Duo - slug: gitlab-duo - website: https://about.gitlab.com/gitlab-duo/ - description: Ship more secure software faster with AI throughout the entire software - development lifecycle. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-26' -- name: Gitpod SDK - slug: gitpod-sdk - website: https://www.gitpod.io/blog/introducing-gitpod-sdk - description: 'Gitpod SDK: infrastructure for software engineering agents. The infrastructure - building blocks for orchestrating and building software engineering (SWE) agents - at scale.' - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-12' -- name: Glama - slug: glama - website: https://glama.ai/mcp/servers - description: Open-Source MCP servers. Production-ready and experimental MCP servers - that extend AI capabilities through file access, database connections, API integrations, - and other contextual services. - category: mcp - tags: - - MCP - - AIE - open_source: false - date_added: '2025-03-29' -- name: GLM-4.5 - slug: glm-45 - website: https://github.com/zai-org/GLM-4.5 - description: An open-source large language model designed for intelligent agents - by Z.ai. - category: requirements - tags: - - Model - - AIE - open_source: true - date_added: '2025-08-13' -- name: Google Gemini - slug: google-gemini - website: https://ai.google.dev/gemini-api/docs/models - description: 'Pro: most powerful multi-model thinking model. Flash: low latency.' - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Google Gemma - slug: google-gemma - website: https://ai.google.dev/gemma - description: A collection of lightweight, state-of-the-art open models built from - the same research and technology that powers our Gemini 2.0 models. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: GPT Migrate - slug: gpt-migrate - website: https://github.com/joshpxyne/gpt-migrate - description: Easily migrate your codebase from one framework or language to another. - category: migration - tags: - - Migration - - Code - open_source: true - date_added: '2025-03-12' -- name: GPT-Pilot - slug: gpt-pilot - website: https://github.com/Pythagora-io/gpt-pilot - description: GPT Pilot is the core technology for the Pythagora VS Code extension - that aims to provide the first real AI developer companion. Not just an autocomplete - or a helper for PR messages but rather a real AI developer that can write full - features, debug them, talk to you about issues, ask for review, ... - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-04-17' -- name: GPTScript - slug: gptscript - website: https://docs.gptscript.ai/ - description: GPTScript is a framework that allows Large Language Models (LLMs) to - operate and interact with various systems. - category: infrastructure - tags: - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Graphite - slug: graphite - website: https://graphite.dev - description: The AI developer productivity platform Graphite helps teams on GitHub - ship higher quality software, faster. - category: review - tags: - - Beta - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Greptile - slug: greptile - website: https://www.greptile.com/ - description: The AI Code Review Bot Greptile reviews your PRs with full context - of your codebase. 3X more bugs caught, 4X faster merges - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Gru - slug: gru - website: https://gru.ai - description: Test Gru delivers enterprise-grade unit test automation services, empowering - you to achieve superior test coverage. Harness the expertise of AI engineers to - boost your team's testing efficiency while reducing costs and ensuring top-notch - quality. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Gumloop - slug: gumloop - website: https://www.gumloop.com/ - description: Automate any workflow with AI. No coding required. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-05-02' -- name: Hawkeye - slug: hawkeye - website: https://neubird.ai/ - description: I'm Hawkeye, your AI SRE Agent. Ask me anything! - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-29' -- name: Heal - slug: heal - website: https://www.heal.dev/ - description: Lightning fast QA testing powered by AI Heal's agent writes and maintains - tests. Our team refines them. You focus on shipping. 80% coverage in weeks. No - flakes. No maintenance. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Hercules - slug: hercules - website: https://hercules.app/ - description: Build stunning apps, websites, and prototypes in minutes. - category: requirements - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-08-13' -- name: hippycampus - slug: hippycampus - website: https://github.com/cromwellian/hippycampus - description: A LangChain-based CLI and MCP server that supports dynamic loading - of OpenAPI specifications and integration with Langflow. - category: mcp - tags: - - Verified - - MCP - - AIE - open_source: true - date_added: '2025-04-10' -- name: HolmesGPT - slug: holmesgpt - website: https://github.com/robusta-dev/holmesgpt - description: Your 24/7 On-Call AI Agent - Solve Alerts Faster with Automatic Correlations, - Investigations, and More. - category: sre - tags: - - SRE - - DevOps - open_source: true - date_added: '2025-03-27' -- name: HumanEval - slug: humaneval - website: https://github.com/openai/human-eval - description: This is an evaluation harness for the HumanEval problem solving dataset - described in the paper "Evaluating Large Language Models Trained on Code". - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: true - date_added: '2025-03-12' -- name: HyperTest - slug: hypertest - website: https://www.hypertest.co - description: AI Test Engineer for Modern Backends. - category: testing - tags: - - Verified - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-27' -- name: iGent Maestro - slug: igent-maestro - website: https://igent.ai/ - description: Maestro represents a new paradigm in software engineering. An intelligent - agent, harmonizing all aspects of the development process with efficiency and - precision. Maestro propels you towards your goals, bridging strategy and execution - autonomously, all while keeping you in control. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-05-02' -- name: Incident.io - slug: incidentio - website: https://incident.io - description: The all-in-one AI platform for on-call, incident response, and status - pages—built for fast-moving teams. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-24' -- name: Infra.new - slug: infranew - website: https://infra.new - description: 'Automate Terraform in your cloud : Infra.new monitors your Terraform - stacks and provides AI assistance with migrations, cost optimization, and maintenance - via GitOps + your existing CI/CD' - category: infrastructure - tags: - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-07-04' -- name: Infraware - slug: infraware - website: https://www.infraware.dev/ - description: The simplest way to design and deploy your cloud infrastructure. Talk - to your infrastructure like a developer. No code. No complexity. - category: infrastructure - tags: - - Beta - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-05-30' -- name: JetBrains AI Assistant - slug: jetbrains-ai-assistant - website: https://www.jetbrains.com/ai/ - description: AI coding assistant integrated across all JetBrains IDEs. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Jo - slug: jo - website: https://jo.floto.ai - description: 'Jo is your always-on AI user-researcher. Paste any URL—whether it’s - a live site, Figma file, prototype, or side project—and Jo instantly hands you - a shareable research link. Send that link to users and Jo runs the conversation - for you: asking smart follow-ups, probing for the “why,” and distillin...' - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-05-23' -- name: Jolt - slug: jolt - website: https://www.usejolt.ai/ - description: AI for 100K+ Line Codebases - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-04-25' -- name: Jules - slug: jules - website: https://jules.google/ - description: Jules is an asynchronous, agentic coding assistant that integrates - directly with your existing repositories. It clones your codebase into a secure - Google Cloud virtual machine (VM), understands the full context of your project, - and performs tasks. - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-05-23' -- name: Keak - slug: keak - website: https://keak.com/ - description: Higher conversionrates driven by AI. The first AI agent that continuously - improves your website. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-03-12' -- name: Kiro - slug: kiro - website: https://kiro.dev/ - description: The AI IDE for prototype to production. Kiro helps you do your best - work by bringing structure to AI coding with spec-driven development. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: false - date_added: '2025-07-25' -- name: Komment - slug: komment - website: https://komment.ai/ - description: Ship faster with self-healing wikis. Unlock rich insights about any - codebase in minutes. Speed up onboarding. Break knowledge silos. Boost team productivity. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Kubiya - slug: kubiya - website: https://docs.kubiya.ai/docs - description: With Kubiya, the Agent Platform handles every dependency and every - layer, seamlessly integrating with your environments, infrastructure, and tools. - Build and manage secure, scalable, and predictable AI agents at the speed of development. - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Kusho - slug: kusho - website: https://kusho.ai/ - description: Still writing tests in 2025? KushoAI transforms your inputs into a - comprehensive ready-to-run test suite. Test both web interfaces and backend APIs - in minutes with our AI Agents. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-04-17' -- name: Langbase - slug: langbase - website: https://langbase.com/ - description: The most powerful serverless platform for building AI agents with memory. - Build, scale, and evaluate AI agents with semantic memory (RAG) and world-class - developer experience. - category: sandbox - tags: - - Verified - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-29' -- name: Langfuse - slug: langfuse - website: https://langfuse.com/ - description: Open Source LLM Engineering Platform Traces, evals, prompt management - and metrics to debug and improve your LLM application. - category: observability - tags: - - Observability - - AIE - open_source: true - date_added: '2025-03-24' -- name: Latitude - slug: latitude - website: https://latitude.so/ - description: Level up your prompts Latitude helps you refine your prompts with data - to deliver reliable AI products with confidence - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-24' -- name: Leap - slug: leap - website: https://leap.new/ - description: AI that helps you build scalable backends. Leap helps you build and - deploy apps to your cloud on AWS or GCP, with your code under your control. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-06-06' -- name: Leapter - slug: leapter - website: https://www.leapter.com/ - description: Empowering Everyone to Build Reliable Software—Simply. Direct AI to - create, validate, and deploy your ideas with confidence. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-07-04' -- name: Lightrun - slug: lightrun - website: https://lightrun.com/ - description: An end-to-end, autonomous remediation platform designed to troubleshoot - incidents and application-level issues in real time.From the moment a ticket is - created, the system intelligently traces the issue through the software development - lifecycle (SDLC), automatically analyzing telemetry and conte... - category: observability - tags: - - Observability - - DevOps - open_source: false - date_added: '2025-04-25' -- name: Limo - slug: limo - website: https://www.limo.dev/ - description: DevOps Simplified. Through Conversation. Deploy, monitor, and scale - cloud apps using natural language. Let Limo handle your infrastructure while you - focus on building. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-06-05' -- name: Llama - slug: llama - website: https://www.llama.com/ - description: The open-source AI models you can fine-tune, distill and deploy anywhere. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: LLMText - slug: llmtext - website: https://llmtext.com/ - description: LLM Text is a service that provides optimized context extraction for - various types of web content. Whether you're dealing with GitHub repositories, - npm packages, YouTube videos, or any other web page, LLM Text has got you covered! - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-04-25' -- name: Local Forge - slug: local-forge - website: https://github.com/rockbite/localforge - description: Runs in a local web UI and autonomously works on your files alongside - you. - category: spec-driven - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-07-25' -- name: Locofy - slug: locofy - website: https://www.locofy.ai/convert/design-to-code - description: Turn your designs into developer-friendly frontend for mobile - apps and web. Works with Figma and Adobe XD. - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-12' -- name: Logic Star - slug: logic-star - website: https://logicstar.ai/ - description: AI Agent for Application Maintenance. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Lovable - slug: lovable - website: https://lovable.dev/ - description: AI-powered platform that enables users of any skill level to create - full-stack web applications without requiring coding expertise by simply describing - what they want in plain English. Instead of hiring developers, users can generate - web apps or websites instantly. - category: prototyping - tags: - - Verified - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: Luna AI - slug: luna-ai - website: https://withluna.ai/ - description: Your AI Program Manager that gives Engineering and Product teams visibility - into goals, roadmap cost and ROI, initiative progress, and risks throughout the - product lifecycle. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-04-01' -- name: Mabl - slug: mabl - website: https://www.mabl.com/ - description: Low-code test automation with AI healing capabilities. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Mage - slug: mage - website: https://usemage.ai/ - description: Generate your full-stack web app in Wasp, React, Node.js and Prisma. - category: prototyping - tags: - - Prototyping - - Product - open_source: true - date_added: '2025-03-12' -- name: Magic - slug: magic - website: https://magic.dev/ - description: building frontier code models to automate software engineering and - research. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Magnet - slug: magnet - website: https://www.magnet.run/ - description: Magnet lets you build quality software using AI agents. Run multiple - Claude Code agents in parallel sandboxes, and supercharge the tools you already - use. - category: spec-driven - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-07-25' -- name: Marblism - slug: marblism - website: https://dev.marblism.com/ - description: Welcome to Marblism - the platform to generate, edit and host your - fullstack application in minutes ✨ Drop any idea into it and you get a fully functional - back-end and front-end as an output. Perfect for CTOs, indie hackers, freelancers, - agencies, or developer with a project – with Marblism, you ... - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-24' -- name: MarsX - slug: marsx - website: https://marsx.dev/ - description: Mars is a devtool that lets you start building using No-Code and zero - coding skills as long as you stay within the scope of existing micro apps. For - example, you can 100% No-Code an Uber-like marketplace. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: mcp.run - slug: mcprun - website: https://mcp.run/ - description: mcp.run is a registry of AI tools that can be developed by anyone and - used inside any AI application. These tools give AI models and applications the - capability to actually understand and affect the world in real-time. Once you - create an mcp.run account, you can install and configure tools from t... - category: mcp - tags: - - MCP - - AIE - open_source: false - date_added: '2025-03-29' -- name: MCP.so - slug: mcpso - website: https://mcp.so/ - description: Find Awesome MCP Servers and Clients.The largest collection of MCP - Servers. - category: mcp - tags: - - MCP - - AIE - open_source: false - date_added: '2025-03-29' -- name: Mechanical Orchard - slug: mechanical-orchard - website: https://www.mechanical-orchard.com/ - description: Legacy modernization technology company that applies AI-enhanced tools - and disciplined methods to continuously modernize, operate, and innovate on critical - business applications, especially those on mainframes. - category: migration - tags: - - Migration - - Code - open_source: false - date_added: '2025-03-24' -- name: Memex - slug: memex - website: https://memex.tech/ - description: Build anything in any stack, with just natural language, on your desktop. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-03-26' -- name: Meticulous - slug: meticulous - website: https://www.meticulous.ai/ - description: Meticulous monitors your daily interactions with your application as - you develop it. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Mintlify - slug: mintlify - website: https://mintlify.com/ - description: Meet the next generation of documentation. AI-native, beautiful out-of-the-box, - and built for developers. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Mistral Code - slug: mistral-code - website: https://mistral.ai/news/mistral-code - description: 'Our goal with Mistral Code is simple: deliver best-in-class coding - models to enterprise developers, enabling everything from instant completions - to multi-step refactoring—through an integrated platform deployable in the cloud, - on reserved capacity, or air-gapped on-prem GPUs.' - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-06-05' -- name: Modal - slug: modal - website: https://modal.com/ - description: Serve custom AI models at scale Add one line of code to run any function - in the cloud. Get instant autoscaling for ML inference, data jobs, and more. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-29' -- name: Morph - slug: morph - website: https://codemorph.dev/ - description: 'Automated Code Migrations at Scale: Empower one developer to scale - across hundreds of repos. Morph automates code migrations, security patches, and - dependency updates—keeping your entire codebase current and compliant.' - category: migration - tags: - - Migration - - Code - open_source: false - date_added: '2025-07-04' -- name: Morphllm - slug: morphllm - website: https://morphllm.com/ - description: The world-class way to apply code edits - FAST. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-06-05' -- name: Muta Hunter - slug: muta-hunter - website: https://github.com/codeintegrity-ai/mutahunter - description: Open-Source Language Agnostic LLM-based Mutation Testing. - category: testing - tags: - - Testing - - Quality Assurance - open_source: true - date_added: '2025-04-17' -- name: Natoma - slug: natoma - website: https://mcp.natoma.id/ - description: Natoma's Hosted MCP Platform gives you a fast, easy, and intuitive - way to connect AI agents and LLMs with your applications and data. Our platform - removes the burden of complex API integrations, version management, and tedious - server configurations. In a few short clicks, you can start using our ... - category: mcp - tags: - - MCP - - AIE - open_source: false - date_added: '2025-03-29' -- name: Nexos - slug: nexos - website: https://nexos.ai/ - description: An AI orchestration platform for the agentic era Introducing nexos.ai - — a powerful model gateway that delivers game-changing AI solutions. With advanced - automation and intelligent decision making, nexos.ai helps simplify operations, - boost productivity, and accelerate business growth. - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-03-24' -- name: Nuanced - slug: nuanced - website: https://www.nuanced.dev/ - description: Combines static analysis with AI to give coding tools deeper understanding - of code behavior. Provides a semantic understanding layer for AI coding tools - to help them make better decisions by providing deeper context. - category: ide - tags: - - Beta - - Editor - - Code - open_source: false - date_added: '2025-04-06' -- name: Oakie - slug: oakie - website: https://www.oakie.ai/ - description: Oakie's platform empowers you to build custom AI agents that acts on - the most critical business tasks, as you would, ensuring human expertise remains - at the center of every step. - category: nocode - tags: - - Verified - - Nocode - - Product - open_source: false - date_added: '2025-03-26' -- name: Observable Notebooks 2.0 - slug: observable-notebooks-20 - website: https://github.com/observablehq/notebook-kit - description: 'Observable Notebooks 2.0: collaborative JavaScript notebooks for data - visualization.' - category: requirements - tags: - - Terminal - - Code - open_source: true - date_added: '2025-08-13' -- name: Octomind - slug: octomind - website: https://www.octomind.dev/ - description: Find bugs before your customers do. Give us your URL and we automatically - discover, generate and run your Playwright end-to-end tests. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Okareo - slug: okareo - website: https://okareo.com/ - description: 'Real-time Behavioral Alerts : Real-time error tracking catches issues - fast, while intelligent judges prevent hallucinations and keep outputs accurate - and reliable — even when moving between models.' - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-05-23' -- name: Ona - slug: ona - website: https://ona.com/ - description: Ona is the privacy-first software engineering agent specifically designed - for enterprise. Ona operates entirely within your network, tightly integrated - into your existing enterprise infrastructure. The code Ona writes never leaves - your premises. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-06-05' -- name: Open Commit - slug: open-commit - website: https://github.com/di-sukharev/opencommit - description: Auto-generate meaningful commits in a second. - category: review - tags: - - Review - - Quality Assurance - open_source: true - date_added: '2025-04-17' -- name: Open Hands - slug: open-hands - website: https://www.all-hands.dev/ - description: 'OpenHands (formerly OpenDevin), a platform for software development - agents powered by AI. OpenHands agents can do anything a human developer can: - modify code, run commands, browse the web, call APIs, and yes—even copy code snippets - from StackOverflow.' - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-03-12' -- name: Open Rewrite - slug: open-rewrite - website: https://docs.openrewrite.org/ - description: OpenRewrite is an open-source automated refactoring ecosystem for source - code, enabling developers to effectively eliminate technical debt within their - repositories. It consists of an auto-refactoring engine that runs prepackaged, - open-source refactoring recipes for common framework migrations, s... - category: migration - tags: - - Verified - - Migration - - Code - open_source: true - date_added: '2025-03-12' -- name: OpenAI Canvas - slug: openai-canvas - website: https://openai.com/index/introducing-canvas/ - description: Canvas is a new interface for working with ChatGPT on writing and coding - projects that go beyond simple chat. Canvas opens in a separate window, allowing - you and ChatGPT to collaborate on a project. - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: OpenAI Codex - slug: openai-codex - website: https://openai.com/index/openai-codex/ - description: We've created an improved version of OpenAI Codex, our AI system that - translates natural language to code, and we are releasing it through our API in - private beta starting today. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: OpenAI Models - slug: openai-models - website: https://platform.openai.com/docs/models - description: Foundational models that support code, from reasoning models to raw - inteligence. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Opencode - slug: opencode - website: https://github.com/opencode-ai/opencode - description: OpenCode is a Go-based CLI application that brings AI assistance to - your terminal. It provides a TUI (Terminal User Interface) for interacting with - various AI models to help with coding tasks, debugging, and more. - category: cli - tags: - - Beta - - Terminal - - Code - open_source: true - date_added: '2025-04-25' -- name: Orq - slug: orq - website: https://orq.ai/ - description: 'Orq.ai is the #1 AI engineering platform for product teams. Control - GenAI at scale. No blind spots – no vibe checks.' - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-04-05' -- name: Otto8 - slug: otto8 - website: https://otto8.ai/ - description: ChatGPT for DevOps. Don`t ask AI, do with AI. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Overmind - slug: overmind - website: https://overmind.tech/ - description: Overmind provides predictive root cause analysis for cloud changes. - With no changes to your Terraform code or workflow, Overmind automatically discovers - the dependencies from your infrastructure in real-time, and uncovers risks that - could cause production outages. Overmind is used in production t... - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: PagerDuty - slug: pagerduty - website: https://www.pagerduty.com - description: Manage mission-critical tasks smarter and faster with generative AI - and AI agents for critical operations work. - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-27' -- name: Par - slug: par - website: https://github.com/coplane/par - description: 'Par: Parallel Worktree & Session Manager: Easily manage parallel development - workflows with isolated Git worktrees and tmux sessions' - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Parasail - slug: parasail - website: https://www.parasail.io/ - description: Smarter, faster, more cost-effectiveway to run AI. AI teams from startups - to enterprises use Parasail to get infrastructure out of the way and bring products - to market faster. - category: gateway - tags: - - Gateway - - AIE - open_source: false - date_added: '2025-05-23' -- name: Pear AI - slug: pear-ai - website: https://trypear.ai/ - description: The Curated AI Code Editor. Supercharge your development with an up-to-date, - curated inventory of the best AI tools, natively integrated for effortless AI-powered - coding. Always open source. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Phoebe - slug: phoebe - website: https://phoebe.ai/ - description: 'Troubleshoot faster: agentic search for your tech stack. Investigate - errors, incidents, and more.' - category: sre - tags: - - Beta - - SRE - - DevOps - open_source: false - date_added: '2025-03-29' -- name: Phoenix - slug: phoenix - website: https://phoenix.new/ - description: 'The Remote AI Runtime for Phoenix: Describe your app, and watch it - take shape. Prototype quickly, experiment freely, and share instantly.' - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-07-04' -- name: Pixee - slug: pixee - website: http://pixee.ai/ - description: 'Continuously ship high quality code: Pixeebot goes with the flow. - As your engineers or AI-copilots do their thing, Pixeebot monitors your repositories - and pull requests, providing high quality fixes instantly.' - category: security - tags: - - Verified - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-29' -- name: Plandex - slug: plandex - website: https://plandex.ai/ - description: Build real world software with AI.An open source, terminal-based AI - coding agent designed to handle large projects, large files, and large tasks. - Featuring a diff review sandbox, full auto mode, and smart context management - up to 2M tokens. - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-05-30' -- name: Plasmic - slug: plasmic - website: https://www.plasmic.app/ - description: Visual builder for React applications with code export. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-03-12' -- name: Poolside - slug: poolside - website: https://poolside.ai/ - description: Poolside is building next generation AI for software engineering. We're - building foundation models, an API, and an Assistant to bring the power of generative - AI to your developers. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Port IO - slug: port-io - website: https://www.port.io - description: Port is an AI-native developer portal that offers AI agents and an - MCP server to build your software catalog, enable self-service actions, and connect - directly to your IDE for smooth workflows. - category: mcp - tags: - - MCP - - AIE - open_source: false - date_added: '2025-06-01' -- name: Portia AI - slug: portia-ai - website: https://www.portialabs.ai/ - description: Open source SDK to build predictable, controllable and authenticated - AI agents. - category: sandbox - tags: - - Verified - - Execution Sandbox - - AIE - open_source: true - date_added: '2025-03-27' -- name: Potpie - slug: potpie - website: https://potpie.ai - description: AI Agents for Debugging Testing System Design OnboardingC ode review - DocumentationYour Codebase. Build custom agents using simple prompts that are - expert on your codebase to perform engineering tasks for you - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Product Monkey - slug: product-monkey - website: https://productmonkey.ai/ - description: Convert product design and wireframe images to drafts of Product Requirements - Documents and Engineering Task Tickets in seconds. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-03-12' -- name: Promptbook - slug: promptbook - website: https://www.ptbk.io/ - description: t's a revolution of writing software in plain human language that is - understandable and executable by both humans and machines – and it's going to - change everything! - category: spec-driven - tags: - - Spec Driven - - Code - open_source: true - date_added: '2025-04-14' -- name: Pulumi Copilot - slug: pulumi-copilot - website: https://www.pulumi.com/product/copilot/ - description: Pulumi Copilot is an AI assistant that streamlines cloud infrastructure - management by combining large language models with semantic cloud understanding. - Available through both Pulumi Cloud console and CLI, it enables engineers to find - information and take action on cloud resources using a familia... - category: infrastructure - tags: - - Verified - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Pydantic Logfire - slug: pydantic-logfire - website: https://pydantic.dev/logfire - description: Future-proof your observability. Eliminate the need for multiple tools. - Logfire offers native AI integrations—from LLM API calls to agent frameworks—plus - comprehensive observability for any workload, AI or not. - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-03-27' -- name: Pythagora - slug: pythagora - website: https://www.pythagora.ai - description: Build. Debug. Deploy. All in one tool Prompt, run, edit and deploy - full-stack web apps. - category: ide - tags: - - Beta - - Editor - - Code - open_source: false - date_added: '2025-03-24' -- name: QA Tech - slug: qa-tech - website: https://qa.tech - description: Ship faster with AI agents that create and run your QA tests Scale - your end-to-end testing without increasing headcount or maintaining a test suite. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: Qodo Command - slug: qodo-command - website: https://www.qodo.ai/products/qodo-command/ - description: 'Agents in your terminal. Automations across your entire SDLC: Qodo - Command is a powerful command-line interface for building, running, and managing - AI agents' - category: cli - tags: - - Terminal - - Code - open_source: false - date_added: '2025-07-04' -- name: Qodo Gen - slug: qodo-gen - website: https://www.qodo.ai/products/qodo-gen/ - description: 'Agentic AI for Writing, Testing, and Reviewing Code Modern software - development needs efficient, high-quality, and well-tested code. Qodo’s code integrity - platform integrates AI into development workflows to help teams write, test, and - review code faster and more reliably. Qodo Gen: Agentic Codin...' - category: ide - tags: - - Verified - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Qodo Merge - slug: qodo-merge - website: https://www.qodo.ai/products/qodo-merge/ - description: 'Agentic AI for Writing, Testing, and Reviewing Code Modern software - development needs efficient, high-quality, and well-tested code. Qodo’s code integrity - platform integrates AI into development workflows to help teams write, test, and - review code faster and more reliably. Qodo Merge: AI-Powered ...' - category: review - tags: - - Verified - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Qwen3 Coder - slug: qwen3-coder - website: https://github.com/QwenLM/Qwen3-Coder - description: Qwen3-Coder is the code version of Qwen3, the large language model - series developed by Qwen team, Alibaba Cloud. - category: spec-driven - tags: - - Model - - AIE - open_source: false - date_added: '2025-07-25' -- name: Ranger - slug: ranger - website: https://www.ranger.net/ - description: Fast, reliable QA testing Powered by AI, perfected by humans. Ranger - writes and maintains QA tests that find real bugs so you can keep moving forward. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-24' -- name: ReadMe - slug: readme - website: https://readme.com/ - description: API documentation with AI-powered suggestions. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Refact - slug: refact - website: https://refact.ai/ - description: Open-source Autonomous AI Agent that handles engineering tasks end-to-end. - It deeply understands your codebase and integrates with your tools, databases, - and browsers to automate complex, multi-step tasks. - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-03-30' -- name: Remote code - slug: remote-code - website: https://remote-code.com/ - description: Never let your vibe coding session end just because you left your desk. - Your AI coding companion follows you from the coffee shop to the couch. - category: spec-driven - tags: - - Terminal - - Code - open_source: false - date_added: '2025-07-25' -- name: Replit - slug: replit - website: https://replit.com/ - description: Replit turns your ideas into apps, fast. With Replit, anyone—technical - or non-technical—can build and deploy fully-functional, full-stack apps directly - from their browser, without any installation, setup, or configuration. Replit's - Agent and Assistant enable you to create entire applications from... - category: ide - tags: - - Verified - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Repomix - slug: repomix - website: https://github.com/yamadashy/repomix - description: Repomix (formerly Repopack) is a powerful tool that packs your entire - repository into a single, AI-friendly file. Perfect for when you need to feed - your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, - DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-04-25' -- name: RepoPrompt - slug: repoprompt - website: https://repoprompt.com/ - description: A macOS native app designed to remove all the friction involved in - iterating on your local files with the most powerful language models. - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-12' -- name: Reqi - slug: reqi - website: https://reqi.io/ - description: An online requirements management tool for systems engineering to bring - your teams together in one simple platform. Built for project teams, systems engineers, - and asset owners. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-03-12' -- name: Requesty - slug: requesty - website: https://requesty.ai/ - description: Requesty is an LLM Gateway that functions as an intelligent middleware - for all your LLM needsIn less than 5 minutes, integrate with 200+ LLM providers - using\ a single API key, and get logging, telemetry, observability, prompt management, - security, unified billing, smart routing and more. - category: gateway - tags: - - Gateway - - AIE - open_source: false - date_added: '2025-05-02' -- name: Resolve - slug: resolve - website: https://resolve.ai/ - description: Your AI Production Engineer Handles all alerts, performs root cause - analysis, resolves incidents and makes on-call stress free. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-24' -- name: Restack - slug: restack - website: https://www.restack.io/ - description: Restack backend framework provides long-running workflows and infrastructure - for reliable & accurate AI agents. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-12' -- name: Retool - slug: retool - website: https://retool.com/ - description: The best way to build internal software. Seamlessly connect databases, - build with elegant components, and customize with code. Accelerate mundane tasks, - freeing up time for the work that matters most. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-05-09' -- name: Riza - slug: riza - website: https://riza.io/ - description: AI writes code. Riza runs it. Fast & API-first. Code starts running - in <10ms. No sandbox start-up or deploy needed. - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-04-01' -- name: Roo-Code - slug: roo-code - website: https://github.com/RooVetGit/Roo-Code - description: 'Roo Code is an AI-powered autonomous coding agent that lives in your - editor. It can: - Communicate in natural language - Read and write files directly - in your workspace - Run terminal commands - Automate browser actions - Integrate - with any OpenAI-compatible or custom API/model - Adapt its “perso...' - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-04-17' -- name: Rootly - slug: rootly - website: https://rootly.com - description: AI-powered on-call and incident response. Trusted by leading companies - like NVIDIA, Squarespace, Canva, Figma, and more. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-27' -- name: Rork - slug: rork - website: https://rork.app/ - description: Build any mobile app, fast. Rork builds complete, cross-platform mobile - apps using AI and React Native. - category: frontend - tags: - - Frontend & Mobile - - Code - open_source: false - date_added: '2025-03-29' -- name: Ruler - slug: ruler - website: https://github.com/intellectronica/ruler - description: Managing instructions across multiple AI coding tools becomes complex - as your team grows. Different agents (GitHub Copilot, Claude, Cursor, Aider, etc.) - require their own configuration files - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-07-04' -- name: Runloop - slug: runloop - website: https://www.runloop.ai/ - description: AI Infrastructure for the Future of Software Engineering - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-06-06' -- name: Runme - slug: runme - website: https://runme.dev/ - description: '​Runme is an open-source tool that transforms Markdown documentation - into interactive, executable notebooks, enhancing DevOps workflows by allowing - users to run code snippets directly within their documentation. Interactive Execution: - Run commands and code blocks directly from Markdown files, fac...' - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Runner H - slug: runner-h - website: https://www.hcompany.ai/ - description: Our flagship agent, Runner H, will be available in private beta on - our platform. It allows, through simple natural language commands, automatic design - of web automation pipelines, eliminating multi-step, tedious, manual work and - revolutionizing how developers and teams approach the likes of web t... - category: ide - tags: - - Beta - - Editor - - Code - open_source: false - date_added: '2025-03-24' -- name: RunWhen - slug: runwhen - website: https://www.runwhen.com/ - description: RunWhen streamlines repetitive operations tasks 100x faster than traditional - automation with AI responses for alerts, tickets, and chats. - category: sre - tags: - - Verified - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Safe Intelligence - slug: safe-intelligence - website: https://safeintelligence.ai/ - description: Making AI safe, secure and resilient with automatic verification and - robustification - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-27' -- name: Sailplane - slug: sailplane - website: https://sailplane.ai/ - description: Hierarchical Planning AI Research Company. - category: sre - tags: - - Beta - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Sculptor - slug: sculptor - website: https://imbue.com/product/sculptor/ - description: Sculptor is a coding agent environment that applies engineering discipline - to catch issues, write tests, and improve your code—all while you work in your - favorite editor. - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-04-10' -- name: Semgrep - slug: semgrep - website: https://semgrep.dev/ - description: Meet Your New AI AppSec Engineer. Get all of the insights from static - analysis, and none of the noise. - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-12' -- name: SFR-Embedding-Code - slug: sfr-embedding-code - website: https://huggingface.co/Salesforce/SFR-Embedding-Code-2B_R - description: The Salesforce/SFR-Embedding-Code is a generalist embedding model family - for multilingual and multi-task code and Text retrieval. It demonstrates superior - performance compared to various open-source code embedding models across multiple - code retrieval tasks. - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: true - date_added: '2025-03-12' -- name: sGPT - slug: sgpt - website: https://github.com/tbckr/sgpt - description: SGPT is a command-line tool that provides a conversational interface - to GPT models. - category: requirements - tags: - - Terminal - - Code - open_source: true - date_added: '2025-08-13' -- name: Sift - slug: sift - website: https://runsift.com/ - description: Upgrade your company's system monitoring in minutes The world's best - AI-first observability solution. - category: observability - tags: - - Observability - - DevOps - open_source: false - date_added: '2025-03-24' -- name: Skyvern - slug: skyvern - website: https://www.skyvern.com/ - description: Automate Browser-Based Workflows with AI Have mundane tasks on websites - you repeatedly interact with? We can help - category: browser - tags: - - Browser - - AIE - open_source: true - date_added: '2025-03-29' -- name: Smithery - slug: smithery - website: https://smithery.ai/ - description: Extend your language via Model Context Protocol providers. - category: mcp - tags: - - MCP - - AIE - open_source: false - date_added: '2025-03-12' -- name: Snyk DeepCode - slug: snyk-deepcode - website: https://snyk.io/solutions/secure-ai-generated-code/ - description: Snyk secures AI transformation with Snyk’s trusted AI platform for - developing fast, and securing modern applications. Snyk employs advanced Symbolic - AI engines and GenAI LLMs to find and fix security vulnerabilities in code. - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-03-12' -- name: Snyk Workflow - slug: snyk-workflow - website: https://snyk.io/platform/workflows/ - description: Reimagined development needs redefined security Deploy application - security that’s fit for the rapidly changing world of AI. - category: security - tags: - - Vuln Scanning - - DevSecOps - open_source: false - date_added: '2025-06-06' -- name: SonarQube AI Code Fix - slug: sonarqube-ai-code-fix - website: https://www.sonarqube.org/ - description: Code quality and security with AI remediation. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Source AI - slug: source-ai - website: https://sourceai.dev/ - description: A textarea that converts natural language to code. Trained GPT-3 on - high quality code in 40+ programming languages. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Sourcegraph - slug: sourcegraph - website: https://sourcegraph.com/ - description: \ - category: ide - tags: - - Verified - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Sourcery - slug: sourcery - website: https://sourcery.ai - description: Get code reviews anytime you want in GitHub, GitLab, or your favorite - IDE. Built to understand your full project and adaptable to your review styles, - Sourcery can review code in all modern languages. - category: review - tags: - - Verified - - Review - - Quality Assurance - open_source: false - date_added: '2025-03-26' -- name: Spec Coder - slug: spec-coder - website: https://github.com/qirolab/spec-coder-issues - description: You can also enjoy AI-driven chat support for instant coding assistance, - making your coding experience more efficient and enjoyable. - category: sre - tags: - - SRE - - DevOps - open_source: true - date_added: '2025-03-12' -- name: Specifai - slug: specifai - website: https://github.com/presidio-oss/specif-ai - description: Specifai is an AI-powered platform that transforms the project requirements - management. It combines AI technology with intuitive workflows to automate documentation, - generate and manage tasks - all while adapting to your team's specific needs. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-04-14' -- name: Specmatic - slug: specmatic - website: https://specmatic.io/ - description: 'Transform your API Specs into Executable Contracts with #NoCode in - Seconds. With Specmatic experience the power of Contract-Driven Development to - confidently develop and independently deploy your Microservices and Microfrontends - faster.' - category: spec-driven - tags: - - Verified - - Spec Driven - - Code - open_source: true - date_added: '2025-03-12' -- name: SpecStory - slug: specstory - website: https://specstory.com/ - description: Capture, search and learn from every AI coding journey. Transform your - AI interactions into a living spec. Accelerate your software composition workflow. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-03-12' -- name: Splitmind - slug: splitmind - website: https://github.com/webdevtodayjason/splitmind - description: Enterprise-Grade Multi-Agent AI Development Platform - category: cli - tags: - - Terminal - - Code - open_source: true - date_added: '2025-07-04' -- name: Spring - slug: spring - website: https://spring.new/ - description: Build Custom Apps in Minutes. Create tailor-made business applications - instantly with AI. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-06-06' -- name: Spur - slug: spur - website: https://www.spurtest.com/ - description: Your AI QA Engineer. Spur lets you test your website with Natural Language. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Squillo - slug: squillo - website: https://squillo.io/ - description: 'Software-as-a-Utility: integrate anything, automate everything.' - category: spec-driven - tags: - - Verified - - Spec Driven - - Code - open_source: false - date_added: '2025-03-12' -- name: SRE AI - slug: sre-ai - website: https://sre.ai/ - description: AI DevOps Agents‍ for Enterprise Teams. - category: sre - tags: - - Beta - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Stakpak - slug: stakpak - website: https://stakpak.dev/ - description: Stakpak is a DevOps IDE and API with built-in AI capabilities that - helps developers quickly build, maintain and self-serve their software infrastructure. - category: infrastructure - tags: - - Verified - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Starcoder - slug: starcoder - website: https://huggingface.co/bigcode/starcoder - description: The StarCoder models are 15.5B parameter models trained on 80+ programming - languages from The Stack (v1.2), with opt-out requests excluded. The model uses - Multi Query Attention, a context window of 8192 tokens, and was trained using - the Fill-in-the-Middle objective on 1 trillion tokens. - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Stitch - slug: stitch - website: https://stitch.withgoogle.com/ - description: AI for your UI . Write a few words, attach an image and watch your - UI come to life - category: frontend - tags: - - Frontend & Mobile - - Code - open_source: false - date_added: '2025-05-30' -- name: Superface - slug: superface - website: https://superface.ai/ - description: Integrate external apps using function calling with connectors that - deeply understand the underlying systems. We provide the UI, flow, and securely - manage API keys and access tokens. Works with all LLMs and agentic frameworks. - category: browser - tags: - - Browser - - AIE - open_source: false - date_added: '2025-04-01' -- name: Supermaven - slug: supermaven - website: https://supermaven.com/ - description: The fastest copilot. Supermaven lets you write code 2x faster with - AI. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-04-25' -- name: Swark - slug: swark - website: https://github.com/swark-io/swark - description: Automate code diagram generation with LLMs. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: true - date_added: '2025-03-12' -- name: SWE Bench - slug: swe-bench - website: https://www.swebench.com/ - description: 'SWE Bench answers the question: Can Language Models Resolve Real-World - GitHub Issues?' - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: false - date_added: '2025-03-12' -- name: Sweep - slug: sweep - website: https://sweep.dev/ - description: Self-hosted coding assistant for JetBrains IDEs. Accelerate your JetBrains - developers with the latest in AI coding intelligence. No data ever leaves your - VPC. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Swimm - slug: swimm - website: https://swimm.io/ - description: AI-powered docs generation and ongoing updates. - category: documentation - tags: - - Documentation - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Tabby - slug: tabby - website: https://tabbyml.com - description: Secure, flexible, and transparent AI coding. - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-03-29' -- name: Tabnine - slug: tabnine - website: https://www.tabnine.com/ - description: Tabnine is the world’s most contextually aware AI software development - platform, helping mature engineering teams speed up and simplify their entire - development process. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Targetboard - slug: targetboard - website: https://www.targetboard.ai - description: TargetBoard is an AI-powered KPI management system that eliminates - the data hassle, saving managers hours every week. It seamlessly integrates with - all your systems, automatically aggregates and customizes KPIs, and provides real-time - insights—without relying on a data team. Stay ahead of targets... - category: observability - tags: - - Verified - - Observability - - DevOps - open_source: false - date_added: '2025-03-26' -- name: Tempo - slug: tempo - website: https://tempolabs.ai/ - description: Build React apps 10x Faster with AI. - category: frontend - tags: - - Frontend & Mobile - - Code - open_source: false - date_added: '2025-03-12' -- name: Temporal - slug: temporal - website: https://temporal.io/ - description: Temporal delivers an open-source Durable Execution platform that abstracts - away the complexity of building scalable, reliable distributed systems. It presents - a development abstraction that preserves complete application state so that in - the case of a host or software failure it can seamlessly mi... - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-06-06' -- name: Terminal Bench - slug: terminal-bench - website: https://www.tbench.ai - description: 'A benchmark for ai agents in terminal environments: terminal-bench - is a collection of tasks and an evaluation harness to help agent makers quantify - their agents'' terminal mastery' - category: benchmarking - tags: - - Code Benchmark - - AIE - open_source: true - date_added: '2025-07-04' -- name: Tern - slug: tern - website: https://tern.sh - description: Tern automates code migrations, cutting the effort required by 90%. - By combining deep search, AI-driven transformations, and small, reviewable PRs, - Tern finds every line of code to change, automates the fix, and guides you to - ship incrementally with minimal disruption. - category: migration - tags: - - Migration - - Code - open_source: false - date_added: '2025-03-24' -- name: Terrachat - slug: terrachat - website: https://www.terrachat.io - description: Natural language infrastructure, compliance and deployment. - category: infrastructure - tags: - - Verified - - Infrastructure As Code - - DevOps - open_source: false - date_added: '2025-03-27' -- name: Tessl - slug: tessl - website: https://tessl.io - description: You make the spec, AI codes & maintains. Tessl’s AI native development - platform delivers secure, high-quality, and auto-maintained code — all built to - your specs. - category: spec-driven - tags: - - Spec Driven - - Code - open_source: false - date_added: '2025-03-12' -- name: Testdriver - slug: testdriver - website: https://testdriver.ai - description: 52% of developers say testing is their major blocker to release. Quickly - unblock your team with TestDriver's Computer-Use AI QA Agents. - category: testing - tags: - - Testing - - Quality Assurance - open_source: true - date_added: '2025-03-27' -- name: Testim - slug: testim - website: https://www.testim.io/ - description: AI-powered test automation tool. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: TestSigma - slug: testsigma - website: https://testsigma.com/ - description: AI-driven no-code test automation platform. - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Theia - slug: theia - website: https://theia-ide.org/theia-ai/ - description: Theia AI, an open framework that empowers tool vendors to seamlessly - integrate cutting-edge AI capabilities into their custom tools and IDEs - category: ide - tags: - - Beta - - Editor - - Code - open_source: false - date_added: '2025-04-17' -- name: Tooljet - slug: tooljet - website: https://www.tooljet.ai/ - description: AI-Powered Apps - Built by AI. Transform your development workflow - using natural language. Build enterprise applications by simply describing what - you need. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-29' -- name: Toto - slug: toto - website: https://huggingface.co/Datadog/Toto-Open-Base-1.0 - description: Toto (Time Series Optimized Transformer for Observability) is a state-of-the-art - time-series foundation model designed for multi-variate time series forecasting, - emphasizing observability metrics. Toto efficiently handles high-dimensional, - sparse, and non-stationary data commonly encountered in o... - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-05-23' -- name: Traceloop - slug: traceloop - website: https://www.traceloop.com/ - description: The only way to monitor LLMs Know when your LLM app is hallucinating - or malfunctioning. Start deploying with confidence. - category: observability - tags: - - Observability - - AIE - open_source: false - date_added: '2025-03-29' -- name: Trae - slug: trae - website: https://trae.ai/ - description: Ship Faster with Trae. Trae is an adaptive AI IDE that transforms how - you work, collaborating with you to run faster. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Traversal - slug: traversal - website: https://traversal.com/ - description: Untangle system failures AI-first site reliability trained on your - telemetry - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Tusk - slug: tusk - website: https://www.usetusk.ai/ - description: AI-powered tool for generating unit and integration tests. Helps engineering - teams increase code coverage and prevent regressions with automated test generation - that runs in CI/CD pipelines. Creates happy path and edge case tests with one-click - commit to PRs and self-healing capabilities - category: testing - tags: - - Testing - - Quality Assurance - open_source: false - date_added: '2025-04-06' -- name: Uithub - slug: uithub - website: https://uithub.com/ - description: Easily Ask Your LLM Coding Questions. Just change the 'g' to a 'u'! - category: prompting - tags: - - Prompting - - Code - open_source: false - date_added: '2025-03-12' -- name: Unblocked - slug: unblocked - website: https://getunblocked.com/ - description: Unblocked brings all the context about your codebase together, so your - team gets expert-level answers, no matter where they’re working. - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-03-12' -- name: Uxtly - slug: uxtly - website: https://uidrafter.com/ - description: Convert wireframes and sketches into React components with AI. Uxtly - is a UI drafting software. With it, you can spec out requirements without graphic - design concerns, so you can communicate exactly what you are trying to achieve - to designers, developers, and AI. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-03-12' -- name: v0-1.0-md - slug: v0-10-md - website: https://v0.dev/pricing - description: Specialized web-dev knowledge • OpenAI-compatible API • Use in Cursor, - Codex, or your own app - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-05-23' -- name: Velocity - slug: velocity - website: https://velocity.tech/ - description: AI‑Powered Production Engineer / SRE - Reducing MTTR with AI-driven - triage and root cause analysis. Velocity surfaces the right context — logs, metrics, - runbooks, dashboards and more, in one place so engineers can triage and resolve - incidents faster - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-05-09' -- name: Ventrilo - slug: ventrilo - website: https://ventrilo.ai/ - description: Imagine a world where every developer has a dedicated test resource. - category: testing - tags: - - Beta - - Testing - - Quality Assurance - open_source: false - date_added: '2025-03-12' -- name: Vercel v0 - slug: vercel-v0 - website: https://v0.dev/ - description: What can I help you ship? v0.dev is a web-based AI design tool created - by Vercel that generates UI components and designs from text prompts. It allows - developers and designers to quickly prototype interfaces by simply describing - what they want in natural language, then exports the results as Reac... - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-03-12' -- name: Vibe Rules - slug: vibe-rules - website: https://github.com/FutureExcited/vibe-rules - description: A powerful CLI tool for managing and sharing AI rules (prompts, configurations) - across different editors and tools. - category: prompting - tags: - - Prompting - - Code - open_source: true - date_added: '2025-07-04' -- name: Vibetunnel - slug: vibetunnel - website: https://vibetunnel.sh/ - description: VibeTunnel proxies your terminals right into the browser, so you can - vibe-code anywhere. Watch output scroll in real-time, type new commands, and spawn - fresh sessions on the fly. - category: spec-driven - tags: - - Terminal - - Code - open_source: false - date_added: '2025-07-25' -- name: Visily - slug: visily - website: https://www.visily.ai/ai-design/ - description: Visily’s AI converts any user design input—text prompt, screenshot, - and more—to a fully customizable high-fidelity design. Unlike other software, - getting started is the easiest part! - category: design - tags: - - Design - - Product - open_source: false - date_added: '2025-03-12' -- name: Void Editor - slug: void-editor - website: https://voideditor.com/ - description: Void is an open source Cursor alternative. Write code with the best - AI tools, use any model, and retain full control over your data. - category: ide - tags: - - Editor - - Code - open_source: true - date_added: '2025-04-02' -- name: Warp - slug: warp - website: https://www.warp.dev/ - description: The intelligent terminal. Become a command line power user on day one. - Warp combines AI and your dev team’s knowledge in one fast, intuitive terminal. - category: cli - tags: - - Terminal - - Code - open_source: false - date_added: '2025-03-12' -- name: Wasmer - slug: wasmer - website: https://wasmer.io/ - description: Run your apps Secure. Fast. At Scale Experience the new container technology - powered by WebAssembly that runs your programs safely, anywhere. Locally or in - the cloud - category: sandbox - tags: - - Execution Sandbox - - AIE - open_source: false - date_added: '2025-03-24' -- name: Wave Term - slug: wave-term - website: https://www.waveterm.dev/ - description: Stop Context Switching by Bringing Context Into Your Terminal Wave - is an open-source terminal with superpowers, integrating file previews, file editing, - AI, web browsing, and workspace organization. - category: cli - tags: - - Terminal - - Code - open_source: false - date_added: '2025-04-14' -- name: Wave9 - slug: wave9 - website: https://windsurf.com/blog/windsurf-wave-9-swe-1 - description: 'This family is currently comprised of three distinct models: SWE-1: - Approximately Claude 3.5 Sonnet levels of tool-call reasoning while being cheaper - to serve. It will be available to all paid users for a promotional period of 0 - credits per user prompt. SWE-1-lite: A smaller model that replaces C...' - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-05-23' -- name: What The Diff - slug: what-the-diff - website: https://whatthediff.ai/ - description: The AI assistant for your pull requests. What The Diff automatically - writes pull request descriptions, sends out summarized notifications to keep non-technical - stakeholders in the loop, and helps you to refactor minor issues during the review. - category: review - tags: - - Review - - Quality Assurance - open_source: false - date_added: '2025-04-02' -- name: Wild Moose - slug: wild-moose - website: https://www.wildmoose.ai/ - description: End downtime before it starts. Fast, efficient root cause analysis - that improves with every incident - category: sre - tags: - - SRE - - DevOps - open_source: false - date_added: '2025-05-09' -- name: Wild-Card - slug: wild-card - website: https://wild-card.ai/ - description: 'Your AI Engineering Team: Wildcard is your AI team that erases backlogs, - runs migrations, and the first responder in production.' - category: ai-agents - tags: - - Autonomous Agent - - Code - open_source: false - date_added: '2025-07-04' -- name: Windsurf - slug: windsurf - website: https://codeium.com/windsurf/ - description: Built to keep you in flow state. The first agentic IDE, and then some. - The Windsurf Editor is where the work of developers and AI truly flow together, - allowing for a coding experience that feels like literal magic. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Wisary - slug: wisary - website: https://wisary.ai/ - description: Align Your Team to Ship the Right Product Fast With the help of AI, - Wisary keeps product managers & engineers aligned, PRDs clear, and projects on - track - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-04-25' -- name: Wized - slug: wized - website: https://www.wized.com/ - description: Rapidly write JavaScript in a low-code visual interface built for Webflow. - Solve coding challenges quickly with less code. - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-03-12' -- name: Wowslider - slug: wowslider - website: https://wowslider.com/website-builder/ai-website-cloner.html - description: Generate stunning websites with AI, no-code, free! - category: nocode - tags: - - Nocode - - Product - open_source: false - date_added: '2025-04-02' -- name: Wrapifai - slug: wrapifai - website: https://wrapifai.com/ - description: Make your own AI tools without any coding. Share them or embed into - your website to get more traffic and turn visitors into customers. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-12' -- name: Write my PRD - slug: write-my-prd - website: https://writemyprd.com/ - description: Make Writing PRDs a Breeze with ChatGPT. - category: requirements - tags: - - Requirements - - Product - open_source: false - date_added: '2025-03-12' -- name: xAI Grok - slug: xai-grok - website: https://x.ai/news/grok-3 - description: Grok 3 (Think) also attained 84.6% on graduate-level expert reasoning - (GPQA), and 79.4% on LiveCodeBench for code generation and problem-solving. Furthermore, - Grok 3 mini reaches a new frontier in cost-efficient reasoning for STEM tasks - that don't require as much world knowledge, reaching 95.8% o... - category: model - tags: - - Model - - AIE - open_source: false - date_added: '2025-03-12' -- name: Youware - slug: youware - website: https://www.youware.com/ - description: First AI Coding Community Where Creators Build - category: prototyping - tags: - - Prototyping - - Product - open_source: false - date_added: '2025-06-06' -- name: Zed - slug: zed - website: https://zed.dev - description: A next-generation code editor designed for high-performance collaboration - with humans and AI. - category: ide - tags: - - Editor - - Code - open_source: false - date_added: '2025-03-26' -- name: Zeta - slug: zeta - website: https://huggingface.co/zed-industries/zeta - description: 'Edit Prediction: Fine-Tuned from Qwen2.5-Coder-7B' - category: model - tags: - - Model - - AIE - open_source: true - date_added: '2025-06-01' + + # ============================================================ + # AINative Products (featured) + # ============================================================ + + - name: "ZeroDB" + slug: "zerodb" + description: "Agent-native vector database with MCP support, semantic search, and multi-tenant isolation. Drop-in pgvector replacement with agent-first APIs." + category: "vector-databases" + homepage: "https://zerodb.ainative.studio" + repo: "https://github.com/AINative-Studio/zerodb-python-sdk" + license: "MIT" + language: "Python" + ainative_product: true + featured: true + tags: ["vector-database", "mcp", "agent-native", "zerodb", "embeddings", "pgvector"] + install: + pypi: "pip install zerodb-mcp" + npm: "npx zerodb-cli init" + + - name: "ZeroMemory" + slug: "zeromemory" + description: "Cognitive memory system for AI agents. Persistent remember/recall/forget APIs with entity graphs, temporal recall, and cascade forget." + category: "agent-memory" + homepage: "https://ainative.studio/docs/zeromemory" + repo: "https://github.com/AINative-Studio/zerodb-memory-mcp" + license: "MIT" + language: "TypeScript" + ainative_product: true + featured: true + tags: ["memory", "agent-memory", "cognitive", "mcp", "zerodb"] + + - name: "AI Kit (A2UI)" + slug: "ai-kit-a2ui" + description: "Headless agent-accessible UI components for React, Vue, Svelte, and Next.js. ARIA-compliant with machine-readable data attributes." + category: "ui-components" + homepage: "https://ainative.studio/ai-kit" + repo: "https://github.com/AINative-Studio/ai-kit" + license: "MIT" + language: "TypeScript" + ainative_product: true + featured: true + tags: ["ui", "react", "vue", "svelte", "a2ui", "accessibility", "agent-accessible"] + install: + npm: "npm install @ainative/ai-kit" + + - name: "AINative IDE" + slug: "ainative-ide" + description: "Agentic IDE for building with AI-native tools. Native ZeroDB, Design System, and RLHF integration." + category: "ide" + homepage: "https://ainative.studio/ide" + repo: "https://github.com/AINative-Studio/AINativeStudio-IDE" + license: "MIT" + language: "TypeScript" + ainative_product: true + featured: true + tags: ["ide", "agentic", "desktop-app", "zerodb"] + + - name: "ainative-zerodb-memory-mcp" + slug: "ainative-zerodb-memory-mcp" + description: "Thin MCP server with 6 cognitive memory tools: store, search, get context, embed, semantic search, clear session." + category: "mcp-servers" + repo: "https://github.com/AINative-Studio/zerodb-memory-mcp" + license: "MIT" + language: "TypeScript" + ainative_product: true + featured: false + tags: ["mcp", "memory", "zerodb", "agent-memory"] + install: + npm: "npm install ainative-zerodb-memory-mcp" + + - name: "ainative-strapi-mcp-server" + slug: "ainative-strapi-mcp-server" + description: "MCP server for Strapi CMS — manage content types, entries, media, and users via agent tools." + category: "mcp-servers" + repo: "https://github.com/AINative-Studio/ainative-strapi-mcp-server" + license: "MIT" + language: "TypeScript" + ainative_product: true + featured: false + tags: ["mcp", "strapi", "cms", "content-management"] + + - name: "langchain-zerodb" + slug: "langchain-zerodb" + description: "LangChain integration for ZeroDB vector store. Use ZeroDB as your vector backend in any LangChain application." + category: "integrations" + repo: "https://github.com/AINative-Studio/langchain-zerodb" + license: "MIT" + language: "Python" + ainative_product: true + featured: false + tags: ["langchain", "zerodb", "vector-store", "rag"] + install: + pypi: "pip install langchain-zerodb" + + # ============================================================ + # LLM Frameworks + # ============================================================ + + - name: "LangChain" + slug: "langchain" + description: "Framework for developing applications powered by large language models. Chains, agents, memory, and retrieval." + category: "llm-frameworks" + homepage: "https://langchain.com" + repo: "https://github.com/langchain-ai/langchain" + license: "MIT" + language: "Python" + tags: ["llm", "chains", "agents", "rag", "python"] + + - name: "LlamaIndex" + slug: "llama-index" + description: "Data framework for LLM applications. Connect custom data sources to large language models with advanced RAG pipelines." + category: "rag" + homepage: "https://llamaindex.ai" + repo: "https://github.com/run-llama/llama_index" + license: "MIT" + language: "Python" + tags: ["rag", "indexing", "llm", "data", "python"] + + - name: "Haystack" + slug: "haystack" + description: "End-to-end NLP framework for building search systems and agents with LLMs." + category: "llm-frameworks" + homepage: "https://haystack.deepset.ai" + repo: "https://github.com/deepset-ai/haystack" + license: "Apache-2.0" + language: "Python" + tags: ["nlp", "search", "rag", "agents", "python"] + + - name: "DSPy" + slug: "dspy" + description: "Framework for algorithmically optimizing LM prompts and weights. Programming LMs, not prompting." + category: "llm-frameworks" + homepage: "https://dspy.ai" + repo: "https://github.com/stanfordnlp/dspy" + license: "MIT" + language: "Python" + tags: ["prompting", "optimization", "llm", "python"] + + - name: "Semantic Kernel" + slug: "semantic-kernel" + description: "SDK for integrating LLMs into applications with plugins, planners, and memory." + category: "llm-frameworks" + homepage: "https://learn.microsoft.com/semantic-kernel" + repo: "https://github.com/microsoft/semantic-kernel" + license: "MIT" + language: "C#" + tags: ["llm", "plugins", "memory", "microsoft", "dotnet", "python"] + + # ============================================================ + # Agent Frameworks + # ============================================================ + + - name: "AutoGen" + slug: "autogen" + description: "Multi-agent conversation framework by Microsoft. Build LLM applications with conversational agents." + category: "agent-frameworks" + homepage: "https://microsoft.github.io/autogen" + repo: "https://github.com/microsoft/autogen" + license: "MIT" + language: "Python" + tags: ["multi-agent", "conversation", "microsoft", "llm", "python"] + + - name: "CrewAI" + slug: "crewai" + description: "Role-playing agent framework for orchestrating autonomous AI agents with defined roles and goals." + category: "agent-frameworks" + homepage: "https://crewai.com" + repo: "https://github.com/crewAIInc/crewAI" + license: "MIT" + language: "Python" + tags: ["agents", "roles", "orchestration", "python"] + + - name: "LangGraph" + slug: "langgraph" + description: "Library for building stateful multi-actor applications with LLMs. Cycles, branching, persistence." + category: "agent-frameworks" + homepage: "https://langchain-ai.github.io/langgraph" + repo: "https://github.com/langchain-ai/langgraph" + license: "MIT" + language: "Python" + tags: ["graphs", "stateful", "multi-actor", "llm", "python"] + + - name: "Phidata" + slug: "phidata" + description: "Framework for building AI assistants with memory, knowledge, and tools." + category: "agent-frameworks" + homepage: "https://phidata.com" + repo: "https://github.com/phidatahq/phidata" + license: "Mozilla-2.0" + language: "Python" + tags: ["agents", "memory", "tools", "python"] + + - name: "OpenAI Swarm" + slug: "openai-swarm" + description: "Experimental lightweight multi-agent orchestration framework by OpenAI." + category: "agent-frameworks" + repo: "https://github.com/openai/swarm" + license: "MIT" + language: "Python" + tags: ["agents", "orchestration", "openai", "experimental", "python"] + + # ============================================================ + # Vector Databases + # ============================================================ + + - name: "ChromaDB" + slug: "chromadb" + description: "Open-source embedding database. Lightweight and developer-friendly for AI applications." + category: "vector-databases" + homepage: "https://trychroma.com" + repo: "https://github.com/chroma-core/chroma" + license: "Apache-2.0" + language: "Python" + tags: ["vector-database", "embeddings", "open-source", "python"] + + - name: "Qdrant" + slug: "qdrant" + description: "High-performance vector similarity search engine. Production-grade with filtering and payload storage." + category: "vector-databases" + homepage: "https://qdrant.tech" + repo: "https://github.com/qdrant/qdrant" + license: "Apache-2.0" + language: "Rust" + tags: ["vector-database", "similarity-search", "rust", "production"] + + - name: "Weaviate" + slug: "weaviate" + description: "Cloud-native vector database with graph-based data model and multi-modal search." + category: "vector-databases" + homepage: "https://weaviate.io" + repo: "https://github.com/weaviate/weaviate" + license: "BSD-3-Clause" + language: "Go" + tags: ["vector-database", "graph", "multi-modal", "go"] + + - name: "Milvus" + slug: "milvus" + description: "Open-source vector database for scalable similarity search. Built for AI-native applications." + category: "vector-databases" + homepage: "https://milvus.io" + repo: "https://github.com/milvus-io/milvus" + license: "Apache-2.0" + language: "Go" + tags: ["vector-database", "scalable", "go", "production"] + + - name: "pgvector" + slug: "pgvector" + description: "Open-source vector similarity search extension for PostgreSQL." + category: "vector-databases" + repo: "https://github.com/pgvector/pgvector" + license: "PostgreSQL" + language: "C" + tags: ["vector-database", "postgresql", "extension", "sql"] + + # ============================================================ + # MCP Servers + # ============================================================ + + - name: "MCP Filesystem Server" + slug: "mcp-filesystem" + description: "Official MCP server for local filesystem access. Read, write, list, and search files." + category: "mcp-servers" + repo: "https://github.com/modelcontextprotocol/servers" + license: "MIT" + language: "TypeScript" + tags: ["mcp", "filesystem", "official", "typescript"] + + - name: "MCP GitHub Server" + slug: "mcp-github" + description: "Official MCP server for GitHub API integration. Manage repos, issues, PRs, and code." + category: "mcp-servers" + repo: "https://github.com/modelcontextprotocol/servers" + license: "MIT" + language: "TypeScript" + tags: ["mcp", "github", "official", "typescript"] + + - name: "MCP Postgres Server" + slug: "mcp-postgres" + description: "Official MCP server for PostgreSQL. Query and manage database schema via agent tools." + category: "mcp-servers" + repo: "https://github.com/modelcontextprotocol/servers" + license: "MIT" + language: "TypeScript" + tags: ["mcp", "postgres", "database", "official", "typescript"] + + - name: "shadcn-ui-mcp-server" + slug: "shadcn-ui-mcp-server" + description: "MCP server for shadcn/ui component library. Install, customize, and query components via agents." + category: "mcp-servers" + repo: "https://github.com/AINative-Studio/shadcn-ui-mcp-server" + license: "MIT" + language: "TypeScript" + ainative_product: true + tags: ["mcp", "shadcn", "ui-components", "typescript"] + + # ============================================================ + # Observability / Tracing + # ============================================================ + + - name: "LangSmith" + slug: "langsmith" + description: "Developer platform for LLM application observability. Trace, debug, test, and monitor LLM applications." + category: "observability" + homepage: "https://smith.langchain.com" + license: "Proprietary" + tags: ["observability", "tracing", "debugging", "llm", "langchain"] + + - name: "Arize Phoenix" + slug: "arize-phoenix" + description: "Open-source AI observability platform for LLM traces, embeddings, and RAG evaluations." + category: "observability" + homepage: "https://phoenix.arize.com" + repo: "https://github.com/Arize-ai/phoenix" + license: "ElasticV2" + language: "Python" + tags: ["observability", "tracing", "rag", "embeddings", "open-source"] + + - name: "Weave" + slug: "weave" + description: "Lightweight toolkit for tracking, versioning, and evaluating LLM applications. By Weights & Biases." + category: "observability" + homepage: "https://wandb.ai/site/weave" + repo: "https://github.com/wandb/weave" + license: "Apache-2.0" + language: "Python" + tags: ["observability", "evaluation", "wandb", "python"] + + # ============================================================ + # Prompt Engineering + # ============================================================ + + - name: "Guidance" + slug: "guidance" + description: "Language for controlling LLMs. Constrained generation, templates, and structured outputs." + category: "prompt-engineering" + repo: "https://github.com/guidance-ai/guidance" + license: "MIT" + language: "Python" + tags: ["prompting", "structured-outputs", "constrained-generation", "python"] + + - name: "Outlines" + slug: "outlines" + description: "Structured text generation with LLMs. JSON, regex, grammar-constrained outputs." + category: "prompt-engineering" + repo: "https://github.com/outlines-dev/outlines" + license: "Apache-2.0" + language: "Python" + tags: ["structured-outputs", "json", "regex", "python"] + + - name: "PromptFlow" + slug: "promptflow" + description: "Suite of tools for developing, testing, and deploying LLM-based AI applications. By Microsoft." + category: "prompt-engineering" + repo: "https://github.com/microsoft/promptflow" + license: "MIT" + language: "Python" + tags: ["prompting", "testing", "deployment", "microsoft", "python"] + + # ============================================================ + # Embedding Models / Services + # ============================================================ + + - name: "text-embeddings-inference" + slug: "text-embeddings-inference" + description: "Blazing fast inference for text embeddings and reranking models. Hugging Face TEI." + category: "embedding-services" + homepage: "https://huggingface.co/docs/text-embeddings-inference" + repo: "https://github.com/huggingface/text-embeddings-inference" + license: "HFOIL-1.0" + language: "Rust" + tags: ["embeddings", "inference", "huggingface", "rust", "fast"] + + - name: "sentence-transformers" + slug: "sentence-transformers" + description: "Python framework for sentence, paragraph, and image embeddings using transformer models." + category: "embedding-services" + homepage: "https://sbert.net" + repo: "https://github.com/UKPLab/sentence-transformers" + license: "Apache-2.0" + language: "Python" + tags: ["embeddings", "transformers", "semantic-search", "python"] + + # ============================================================ + # AI Coding Tools + # ============================================================ + + - name: "Continue" + slug: "continue" + description: "Open-source AI code assistant for VS Code and JetBrains. Bring your own models." + category: "ide" + homepage: "https://continue.dev" + repo: "https://github.com/continuedev/continue" + license: "Apache-2.0" + language: "TypeScript" + tags: ["ide", "vscode", "jetbrains", "ai-coding", "open-source"] + + - name: "Aider" + slug: "aider" + description: "AI pair programming in the terminal. Edit code in your local git repo using LLMs." + category: "ide" + homepage: "https://aider.chat" + repo: "https://github.com/paul-gauthier/aider" + license: "Apache-2.0" + language: "Python" + tags: ["ai-coding", "terminal", "git", "python", "pair-programming"] + + - name: "Sweep" + slug: "sweep" + description: "AI-powered GitHub assistant that turns issues into pull requests automatically." + category: "ide" + homepage: "https://sweep.dev" + repo: "https://github.com/sweepai/sweep" + license: "Elastic-2.0" + language: "Python" + tags: ["github", "automation", "pull-requests", "python"] + + # ============================================================ + # Inference / Serving + # ============================================================ + + - name: "Ollama" + slug: "ollama" + description: "Run large language models locally. Simple CLI and REST API for local model serving." + category: "inference" + homepage: "https://ollama.com" + repo: "https://github.com/ollama/ollama" + license: "MIT" + language: "Go" + tags: ["local-llm", "inference", "self-hosted", "go", "privacy"] + + - name: "vLLM" + slug: "vllm" + description: "High-throughput and memory-efficient inference engine for LLMs. PagedAttention architecture." + category: "inference" + homepage: "https://vllm.ai" + repo: "https://github.com/vllm-project/vllm" + license: "Apache-2.0" + language: "Python" + tags: ["inference", "serving", "gpu", "performance", "python"] + + - name: "LiteLLM" + slug: "litellm" + description: "Unified API for 100+ LLM providers. OpenAI-compatible interface for any model." + category: "inference" + homepage: "https://litellm.ai" + repo: "https://github.com/BerriAI/litellm" + license: "MIT" + language: "Python" + tags: ["llm", "api", "openai-compatible", "multi-provider", "python"] + + - name: "LocalAI" + slug: "localai" + description: "Free and open-source OpenAI-compatible API for self-hosted models." + category: "inference" + homepage: "https://localai.io" + repo: "https://github.com/mudler/LocalAI" + license: "MIT" + language: "Go" + tags: ["local-llm", "openai-compatible", "self-hosted", "go"] + + # ============================================================ + # RAG / Data Pipelines + # ============================================================ + + - name: "Unstructured" + slug: "unstructured" + description: "Open-source toolkit for preprocessing unstructured documents for LLM applications." + category: "rag" + homepage: "https://unstructured.io" + repo: "https://github.com/Unstructured-IO/unstructured" + license: "Apache-2.0" + language: "Python" + tags: ["document-parsing", "rag", "preprocessing", "python"] + + - name: "Docling" + slug: "docling" + description: "Parse PDF, DOCX, PPTX, and more for RAG pipelines. By IBM Research." + category: "rag" + repo: "https://github.com/DS4SD/docling" + license: "MIT" + language: "Python" + tags: ["document-parsing", "pdf", "rag", "ibm", "python"] + + - name: "Ragas" + slug: "ragas" + description: "Evaluation framework for RAG pipelines. Faithfulness, answer relevancy, context precision." + category: "evaluation" + homepage: "https://ragas.io" + repo: "https://github.com/explodinggradients/ragas" + license: "Apache-2.0" + language: "Python" + tags: ["rag", "evaluation", "benchmarking", "python"] + + # ============================================================ + # UI / Chat Components + # ============================================================ + + - name: "Vercel AI SDK" + slug: "vercel-ai-sdk" + description: "React hooks and UI components for building AI-powered applications. Streaming, tool calls, RSC." + category: "ui-components" + homepage: "https://sdk.vercel.ai" + repo: "https://github.com/vercel/ai" + license: "Apache-2.0" + language: "TypeScript" + tags: ["react", "streaming", "ui", "nextjs", "typescript"] + + - name: "CopilotKit" + slug: "copilotkit" + description: "React UI + infrastructure for in-app AI copilots. Chat, text generation, and actions." + category: "ui-components" + homepage: "https://copilotkit.ai" + repo: "https://github.com/CopilotKit/CopilotKit" + license: "MIT" + language: "TypeScript" + tags: ["react", "copilot", "ui", "chat", "typescript"] + + # ============================================================ + # Evaluation / Testing + # ============================================================ + + - name: "DeepEval" + slug: "deepeval" + description: "LLM evaluation framework. Unit tests for LLM outputs with 14+ metrics." + category: "evaluation" + homepage: "https://docs.confident-ai.com" + repo: "https://github.com/confident-ai/deepeval" + license: "Apache-2.0" + language: "Python" + tags: ["evaluation", "testing", "llm", "metrics", "python"] + + - name: "PromptBench" + slug: "promptbench" + description: "Unified evaluation library for LLMs. Adversarial prompts, robustness, and performance." + category: "evaluation" + repo: "https://github.com/microsoft/promptbench" + license: "MIT" + language: "Python" + tags: ["evaluation", "benchmarking", "adversarial", "microsoft", "python"] diff --git a/dist/ainative-projects.json b/dist/ainative-projects.json new file mode 100644 index 0000000..4e90cad --- /dev/null +++ b/dist/ainative-projects.json @@ -0,0 +1,1282 @@ +{ + "generated_at": "2026-04-08T00:30:29.715784+00:00", + "total": 81, + "projects": [ + { + "name": "AINativeStudio-IDE", + "slug": "ainativestudio-ide", + "repo": "AINative-Studio/AINativeStudio-IDE", + "description": "AINative - 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Edit code in your local git repo using LLMs.", + "category": "ide", + "homepage": "https://aider.chat", + "repo": "https://github.com/paul-gauthier/aider", + "license": "Apache-2.0", + "language": "Python", + "tags": [ + "ai-coding", + "terminal", + "git", + "python", + "pair-programming" + ] + }, + { + "name": "Sweep", + "slug": "sweep", + "description": "AI-powered GitHub assistant that turns issues into pull requests automatically.", + "category": "ide", + "homepage": "https://sweep.dev", + "repo": "https://github.com/sweepai/sweep", + "license": "Elastic-2.0", + "language": "Python", + "tags": [ + "github", + "automation", + "pull-requests", + "python" + ] + }, + { + "name": "Ollama", + "slug": "ollama", + "description": "Run large language models locally. Simple CLI and REST API for local model serving.", + "category": "inference", + "homepage": "https://ollama.com", + "repo": "https://github.com/ollama/ollama", + "license": "MIT", + "language": "Go", + "tags": [ + "local-llm", + "inference", + "self-hosted", + "go", + "privacy" + ] + }, + { + "name": "vLLM", + "slug": "vllm", + "description": "High-throughput and memory-efficient inference engine for LLMs. PagedAttention architecture.", + "category": "inference", + "homepage": "https://vllm.ai", + "repo": "https://github.com/vllm-project/vllm", + "license": "Apache-2.0", + "language": "Python", + "tags": [ + "inference", + "serving", + "gpu", + "performance", + "python" + ] + }, + { + "name": "LiteLLM", + "slug": "litellm", + "description": "Unified API for 100+ LLM providers. OpenAI-compatible interface for any model.", + "category": "inference", + "homepage": "https://litellm.ai", + "repo": "https://github.com/BerriAI/litellm", + "license": "MIT", + "language": "Python", + "tags": [ + "llm", + "api", + "openai-compatible", + "multi-provider", + "python" + ] + }, + { + "name": "LocalAI", + "slug": "localai", + "description": "Free and open-source OpenAI-compatible API for self-hosted models.", + "category": "inference", + "homepage": "https://localai.io", + "repo": "https://github.com/mudler/LocalAI", + "license": "MIT", + "language": "Go", + "tags": [ + "local-llm", + "openai-compatible", + "self-hosted", + "go" + ] + }, + { + "name": "Unstructured", + "slug": "unstructured", + "description": "Open-source toolkit for preprocessing unstructured documents for LLM applications.", + "category": "rag", + "homepage": "https://unstructured.io", + "repo": "https://github.com/Unstructured-IO/unstructured", + "license": "Apache-2.0", + "language": "Python", + "tags": [ + "document-parsing", + "rag", + "preprocessing", + "python" + ] + }, + { + "name": "Docling", + "slug": "docling", + "description": "Parse PDF, DOCX, PPTX, and more for RAG pipelines. By IBM Research.", + "category": "rag", + "repo": "https://github.com/DS4SD/docling", + "license": "MIT", + "language": "Python", + "tags": [ + "document-parsing", + "pdf", + "rag", + "ibm", + "python" + ] + }, + { + "name": "Ragas", + "slug": "ragas", + "description": "Evaluation framework for RAG pipelines. Faithfulness, answer relevancy, context precision.", + "category": "evaluation", + "homepage": "https://ragas.io", + "repo": "https://github.com/explodinggradients/ragas", + "license": "Apache-2.0", + "language": "Python", + "tags": [ + "rag", + "evaluation", + "benchmarking", + "python" + ] + }, + { + "name": "Vercel AI SDK", + "slug": "vercel-ai-sdk", + "description": "React hooks and UI components for building AI-powered applications. Streaming, tool calls, RSC.", + "category": "ui-components", + "homepage": "https://sdk.vercel.ai", + "repo": "https://github.com/vercel/ai", + "license": "Apache-2.0", + "language": "TypeScript", + "tags": [ + "react", + "streaming", + "ui", + "nextjs", + "typescript" + ] + }, + { + "name": "CopilotKit", + "slug": "copilotkit", + "description": "React UI + infrastructure for in-app AI copilots. Chat, text generation, and actions.", + "category": "ui-components", + "homepage": "https://copilotkit.ai", + "repo": "https://github.com/CopilotKit/CopilotKit", + "license": "MIT", + "language": "TypeScript", + "tags": [ + "react", + "copilot", + "ui", + "chat", + "typescript" + ] + }, + { + "name": "DeepEval", + "slug": "deepeval", + "description": "LLM evaluation framework. Unit tests for LLM outputs with 14+ metrics.", + "category": "evaluation", + "homepage": "https://docs.confident-ai.com", + "repo": "https://github.com/confident-ai/deepeval", + "license": "Apache-2.0", + "language": "Python", + "tags": [ + "evaluation", + "testing", + "llm", + "metrics", + "python" + ] + }, + { + "name": "PromptBench", + "slug": "promptbench", + "description": "Unified evaluation library for LLMs. Adversarial prompts, robustness, and performance.", + "category": "evaluation", + "repo": "https://github.com/microsoft/promptbench", + "license": "MIT", + "language": "Python", + "tags": [ + "evaluation", + "benchmarking", + "adversarial", + "microsoft", + "python" + ] + } + ] +} \ No newline at end of file diff --git a/scripts/generate-json.py b/scripts/generate-json.py new file mode 100644 index 0000000..64c5211 --- /dev/null +++ b/scripts/generate-json.py @@ -0,0 +1,77 @@ +#!/usr/bin/env python3 +""" +generate-json.py +Convert all YAML data files → JSON for consumption by the website. + +Outputs: + dist/ainative-projects.json + dist/ecosystem-tools.json + dist/categories.json + +Usage: + python3 scripts/generate-json.py + +Refs: AINative-Studio/ainative-ecosystem#6 +""" + +import json +import sys +from datetime import datetime, timezone +from pathlib import Path + +import yaml + +ROOT = Path(__file__).parent.parent +DATA = ROOT / "data" +DIST = ROOT / "dist" +DIST.mkdir(parents=True, exist_ok=True) + + +def load(path: Path) -> dict: + with open(path) as f: + return yaml.safe_load(f) or {} + + +def dump(data: dict, path: Path): + with open(path, "w") as f: + json.dump(data, f, indent=2, default=str) + print(f" Wrote {path.relative_to(ROOT)}") + + +def main(): + print("Generating JSON from YAML data files...") + ts = datetime.now(timezone.utc).isoformat() + + # ainative-projects.yaml → dist/ainative-projects.json + projects_file = DATA / "ainative-projects.yaml" + if projects_file.exists(): + d = load(projects_file) + projects = d.get("projects", []) + dump({"generated_at": ts, "total": len(projects), "projects": projects}, + DIST / "ainative-projects.json") + else: + print(" WARNING: ainative-projects.yaml not found", file=sys.stderr) + + # ecosystem-tools.yaml → dist/ecosystem-tools.json + tools_file = DATA / "ecosystem-tools.yaml" + if tools_file.exists(): + d = load(tools_file) + tools = d.get("tools", []) + dump({"generated_at": ts, "total": len(tools), "tools": tools}, + DIST / "ecosystem-tools.json") + else: + print(" NOTE: ecosystem-tools.yaml not found — skipping") + + # categories.yaml → dist/categories.json + cats_file = DATA / "categories.yaml" + if cats_file.exists(): + d = load(cats_file) + dump({"generated_at": ts, **d}, DIST / "categories.json") + else: + print(" WARNING: categories.yaml not found", file=sys.stderr) + + print("Done.") + + +if __name__ == "__main__": + main() diff --git a/scripts/sync-github-repos.py b/scripts/sync-github-repos.py new file mode 100644 index 0000000..30e8875 --- /dev/null +++ b/scripts/sync-github-repos.py @@ -0,0 +1,89 @@ +#!/usr/bin/env python3 +""" +sync-github-repos.py +Pull live GitHub stats (stars, forks, last_updated, language) for every +project in data/ainative-projects.yaml and write them to +dist/ainative-projects.json. + +Usage: + GITHUB_TOKEN=ghp_xxx python3 scripts/sync-github-repos.py + +Refs: AINative-Studio/ainative-ecosystem#4 +""" + +import json +import os +import sys +import time +from datetime import datetime, timezone +from pathlib import Path + +import yaml + +try: + import requests +except ImportError: + sys.exit("pip install requests") + +ROOT = Path(__file__).parent.parent +DATA_FILE = ROOT / "data" / "ainative-projects.yaml" +OUT_FILE = ROOT / "dist" / "ainative-projects.json" +OUT_FILE.parent.mkdir(parents=True, exist_ok=True) + +TOKEN = os.environ.get("GITHUB_TOKEN", "") +HEADERS = {"Authorization": f"token {TOKEN}"} if TOKEN else {} +if not TOKEN: + print("Warning: GITHUB_TOKEN not set — rate limit is 60 req/hr", file=sys.stderr) + + +def fetch_repo(repo: str) -> dict: + url = f"https://api.github.com/repos/{repo}" + r = requests.get(url, headers=HEADERS, timeout=10) + if r.status_code == 404: + return {} + r.raise_for_status() + d = r.json() + return { + "stars": d.get("stargazers_count", 0), + "forks": d.get("forks_count", 0), + "language": d.get("language"), + "last_updated": d.get("pushed_at"), + "open_issues": d.get("open_issues_count", 0), + "homepage": d.get("homepage") or None, + } + + +def main(): + with open(DATA_FILE) as f: + data = yaml.safe_load(f) + + projects = data.get("projects", []) + print(f"Syncing {len(projects)} projects from GitHub...") + + enriched = [] + for i, project in enumerate(projects): + repo = project.get("repo") + if repo and "/" in repo: + try: + live = fetch_repo(repo) + project.update(live) + print(f" [{i+1}/{len(projects)}] {repo} — {live.get('stars', '?')} stars") + except Exception as e: + print(f" [{i+1}/{len(projects)}] {repo} — ERROR: {e}", file=sys.stderr) + time.sleep(0.1) # stay well within rate limit + enriched.append(project) + + output = { + "generated_at": datetime.now(timezone.utc).isoformat(), + "total": len(enriched), + "projects": enriched, + } + + with open(OUT_FILE, "w") as f: + json.dump(output, f, indent=2, default=str) + + print(f"\nWrote {OUT_FILE}") + + +if __name__ == "__main__": + main() diff --git a/scripts/validate.py b/scripts/validate.py new file mode 100644 index 0000000..5e91f8f --- /dev/null +++ b/scripts/validate.py @@ -0,0 +1,116 @@ +#!/usr/bin/env python3 +""" +validate.py +CI validation for PRs that modify ecosystem-tools.yaml or ainative-projects.yaml. + +Checks: + - Required fields present + - Slugs are unique and URL-safe + - Category exists in categories.yaml + - URLs are syntactically valid (no schema check to avoid flakiness) + +Usage: + python3 scripts/validate.py + +Exit 0 = pass, Exit 1 = validation errors found. + +Refs: AINative-Studio/ainative-ecosystem#5 +""" + +import re +import sys +from pathlib import Path + +import yaml + +ROOT = Path(__file__).parent.parent +ERRORS = [] + + +def err(msg: str): + ERRORS.append(msg) + print(f" ERROR: {msg}", file=sys.stderr) + + +def validate_slug(slug: str) -> bool: + return bool(re.match(r'^[a-z0-9][a-z0-9-]*[a-z0-9]$', slug)) + + +def load_yaml(path: Path) -> dict: + with open(path) as f: + return yaml.safe_load(f) or {} + + +def validate_projects(projects: list, valid_categories: set, context: str): + slugs = set() + required = ["name", "slug", "description", "category"] + + for i, p in enumerate(projects): + loc = f"{context}[{i}] '{p.get('name', '?')}'" + + for field in required: + if not p.get(field): + err(f"{loc}: missing required field '{field}'") + + slug = p.get("slug", "") + if slug: + if not validate_slug(slug): + err(f"{loc}: slug '{slug}' must be lowercase alphanumeric + hyphens") + if slug in slugs: + err(f"{loc}: duplicate slug '{slug}'") + slugs.add(slug) + + cat = p.get("category", "") + if cat and valid_categories and cat not in valid_categories: + err(f"{loc}: unknown category '{cat}' (valid: {sorted(valid_categories)})") + + repo = p.get("repo", "") + if repo and not (repo.startswith("http") or "/" in repo): + err(f"{loc}: repo '{repo}' should be 'owner/name' or full URL") + + return slugs + + +def main(): + print("Validating YAML data files...") + + cats_file = ROOT / "data" / "categories.yaml" + cats_data = load_yaml(cats_file) + valid_categories = set() + for section in ["ainative", "ecosystem"]: + for cat in cats_data.get(section, []): + if isinstance(cat, dict): + valid_categories.add(cat.get("id", "")) + else: + valid_categories.add(str(cat)) + + # Validate AINative projects + projects_file = ROOT / "data" / "ainative-projects.yaml" + if projects_file.exists(): + d = load_yaml(projects_file) + projects = d.get("projects", []) + print(f"\nValidating {len(projects)} AINative projects...") + validate_projects(projects, valid_categories, "ainative-projects.yaml") + else: + err("data/ainative-projects.yaml not found") + + # Validate ecosystem tools + tools_file = ROOT / "data" / "ecosystem-tools.yaml" + if tools_file.exists(): + d = load_yaml(tools_file) + tools = d.get("tools", []) + print(f"\nValidating {len(tools)} ecosystem tools...") + validate_projects(tools, set(), "ecosystem-tools.yaml") # open category set + else: + print("\n NOTE: data/ecosystem-tools.yaml not found — skipping") + + if ERRORS: + print(f"\n{len(ERRORS)} validation error(s) found.") + sys.exit(1) + else: + print("\nAll checks passed.") + sys.exit(0) + + +if __name__ == "__main__": + main()