Graphify-Labs/graphify
Graphify transforms codebases, documentation, and other files into queryable knowledge graphs, enhancing developer productivity with local AST parsing and detailed edge explanations.
Awesome MCP › Software Development
st3v3nmw/sourcerer-mcp
Sourcerer MCP is a Go server that gives coding agents semantic search over a codebase, with token economy as the explicit design goal: instead of reading entire files into the context window, an agent searches conceptually and receives only the functions, classes or chunks that match. Indexing has two stages. Tree-sitter parses each source file and splits it along syntactic boundaries, so a chunk is a whole function or class rather than an arbitrary line range. Each chunk is then embedded and stored in a local vector database under a .sourcerer directory in the workspace, which the README asks users to add to .gitignore. Search queries are embedded the same way and matched against that index, and navigation tools let the agent jump from a result to related code. The workspace must be a git repository, and .gitignore is respected so generated and vendored files stay out of the index. Embeddings currently require an OpenAI API key, with local embedding support listed as planned. Installation is go install or a Homebrew tap, and the README gives both a claude mcp add command and a plain mcp.json block. The audience is developers running coding agents on repositories large enough that reading files exhaustively is slow and expensive.
https://github.com/st3v3nmw/sourcerer-mcp
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