Rank #2,814 2,781 starsPython

jcodemunch-mcp

by jgravelle (personal account)

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. (description from the project’s GitHub page)

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Repository facts

Stars: 2,781
Forks: 376
Open issues and pull requests: 2
Primary language: Python
License: Other license
Owner: jgravelle · Personal account
Created: Feb 9, 2026
Last push: Oct 18, 2026

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Rank #2,814 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

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