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jgravelle/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 s

Python
Stars
2.8k
Forks
375
Open issues
0
Last push
today

About jcodemunch-mcp

jcodemunch-mcp is a free, open-source AI coding tool by jgravelle, written mainly in Python. 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 s. It has 2.8k GitHub stars and 375 forks, and was last updated today. GitHub doesn't detect a standard license, so check the repository before using it commercially.

License
Not detected
Language
Python
Stars
2,796
Last update
today
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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jcodemunch-mcp FAQ

Is jcodemunch-mcp free?

Yes. jcodemunch-mcp is open source and free to use. GitHub doesn't detect a standard license, so check the repository before using it commercially.

Does jcodemunch-mcp run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does jcodemunch-mcp need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is jcodemunch-mcp still maintained?

Yes. It was last updated today and has 0 open issues on GitHub.

What are alternatives to jcodemunch-mcp?

Similar free, open-source tools include graphify, claude-mem, OmniRoute, codebase-memory-mcp.

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