jcodemunch-mcp
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.
Reduce AI token costs significantly while retrieving specific code from GitHub repositories (Claude Code required)
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Free · no card · unsubscribe anytimeCut 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.
jcodemunch-mcp has 2.6k stars on GitHub. It has been forked 359 times. jcodemunch-mcp is written mainly in Python. It has been in active development since 2026. Its main topics are ai-coding, ast, claude, claude-code.
What is jcodemunch-mcp?
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.
Is jcodemunch-mcp open source?
jcodemunch-mcp is an open-source project.
Is jcodemunch-mcp free?
Yes. jcodemunch-mcp is free and open source — you can use, modify and self-host it.
What language is jcodemunch-mcp written in?
jcodemunch-mcp is written mainly in Python.
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