graphify
MCPApache-2.0
Turn any codebase into a queryable knowledge graph with local AST parsing, no vector store.
110k·Developer Tools·Open source
Alternative to
jcodemunch-mcp
MCPOpen sourceToken-efficient MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST parsing.
2.6kNOASSERTION
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Pros
- +Reduces AI token costs by up to 96% on code exploration
- +Precise symbol-level retrieval via tree-sitter AST
- +Works with Claude Code, Cursor, and any MCP client
- +Includes structural queries like find_importers and get_blast_radius
Cons
- −Requires initial indexing of codebase
- −Commercial license required for commercial use
- −May have a learning curve for setup and configuration
Target audience: Developers and AI engineers using MCP-compatible coding assistants to reduce token costs and improve code exploration efficiency.
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