jgravelle/jcodemunch-mcp

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup on average than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client. Free for non-commercial use; commercial use needs a one-time license.

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Python

ai-coding ast claude claude-code cline code-intelligence codex context-window copilot cursor developer-tools gemini-cli llm mcp mcp-server model-context-protocol opencode token-optimization tree-sitter windsurf

Last push: 2d ago

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