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jCodeMunch
Token-efficient MCP server for precise GitHub code retrieval via tree-sitter AST parsing. Reduces AI token costs 95%+ on code exploration by extracting symbol-level code instead of reading entire files. Supports 70+ languages.
MCP unverified
Integration
| Transport | stdio |
| Auth | none |
| Endpoint | uvx jcodemunch-mcp |
| Install | pip install jcodemunch-mcp |
Use Cases
| 01 | Retrieve precise symbol-level code from GitHub repos without reading entire files |
| 02 | Reduce AI agent token costs by 95%+ during code exploration tasks |
| 03 | Index and query codebases across 70+ languages with structured AST parsing |
Tags
code token-efficiency tree-sitter ast github code-retrieval
Machine-readable: /api/servers.json
· JSON-LD schema embedded in <head>