examples: add an MFS MCP server (code & context search)#146
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…ient) A ~60-line Model Context Protocol server over the Python SDK that exposes MFS search/read as tools, so any MCP client (Claude Code, Cursor, Codex, …) can use every MFS-indexed source as context — in the spirit of claude-context, but unified across all sources rather than one codebase. Add the runnable example under examples/mfs-mcp/ and an Integrations docs page; list it in the nav and overview. Verified end to end: against an isolated MFS with an indexed corpus, the stdio MCP client lists and calls both tools with correct results, and a real Claude Code session (registered via 'claude mcp add', driven through cc-use) called the tools and answered correctly. Signed-off-by: Cheney Zhang <chen.zhang@zilliz.com>
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What
A small Model Context Protocol server that exposes MFS
search/readas tools, so any MCP client (Claude Code, Cursor, Codex, Windsurf, …) can use every MFS-indexed source as context — code, docs, issues, chat, databases. In the spirit of claude-context ("make the codebase the context for any coding agent"), but unified over all sources rather than one codebase, and only ~60 lines over the Python SDK.examples/mfs-mcp/server.py+ README — the runnable server (FastMCP overmfs_sdk).docs/integrations/mcp.md— the integration page; added to the nav and the Integrations overview.Verified end to end
search,read) and calls both, getting correct results.claude mcp add(claude mcp list→✔ Connected), then a real Claude Code session (driven via cc-use) calledsearch+readand correctly identified the rate-limiter function and its source URI.mkdocs build --strictpasses.