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.
- 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
- Stars
- 2,757
- Forks
- 373
- + today
- +1
- Created
- 8mo
Ranking data as of October 11, 2026 (UTC).
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Overview
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. It ranks #1887 on GitTiger, gaining +1 star on October 11, 2026 (UTC).
The project is written in Python and has 373 forks. It was created 8mo ago.
Installation
git clone https://github.com/jgravelle/jcodemunch-mcp.git
cd jcodemunch-mcp
# see README for setup