gitgraph — a code graph + MCP server for any GitHub repo
Turn any GitHub repository into a queryable code knowledge graph, served to your coding agent over MCP. Free for public repos.
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https://gitgraphmcp.com/https://gitgraphmcp.com/api/v1/mcpThis server may ask you to sign in when your AI client connects.
Last probed Nov 3, 2026 · gitgraphmcp.com
5tools discovered
Explore
Answer almost any structural question about the codebase in one call — 'how does X work', a flow ('how does X reach Y')…
Search
Full-text symbol search across the codebase (FTS5).
Impact
Blast radius of changing a symbol: transitive callers/dependents up to a depth.
Read
Read exact source from this repo at the indexed commit — you do NOT have this repository checked out, so this is the on…
Calls
Trace the call graph around a symbol: direction 'in' = who calls it, 'out' = what it calls.
Schemas and invoke metadata: Directory API
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Directory coverage for brandsTurn any GitHub repository into a queryable code knowledge graph, served to your coding agent over MCP. Free for public repos.
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