jgravelle / jcodemunch-mcp

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Tree-sitter powered, ~95% fewer tokens per lookup. Works with Claude Code, Cursor, Codex & any MCP client. 1.3T+ tokens saved.

活跃维护 NOASSERTION Python Notable
2.8k 373 10 分钟前
CIDockerPyPI
claude claude-code ai-coding ast code-intelligence context-window cursor developer-tools llm mcp mcp-server model-context-protocol token-optimization tree-sitter cline codex copilot gemini-cli opencode windsurf
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项目摘要

jgravelle/jcodemunch-mcp: Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Tree-sitter powered, ~95% fewer tokens per lookup. Works with Claude Code, Cursor, Codex & any MCP client. 1.3T+ tokens saved.

为什么值得关注

Growing community with 2,808 stars, frequent releases.

优势

  • Continuous integration configured
  • Test suite present
  • Open source (NOASSERTION)

局限性

  • Limited documentation
分析模型：fallback | 分析时间：刚刚