jcodemunch-mcp
在全部 PyPI 包 中按月下载量排名第 48（共 54）
MCP server that gives AI coding agents the exact function or class they asked for, not the whole file. Runs on your machine, 70+ languages. Free for non-commercial use; commercial use needs a one-time license.
项目介绍
The leading, most token-efficient MCP server for precise GitHub source code retrieval via tree-sitter AST parsing. Cut AI token costs 95%+ on code exploration — stop burning your context window reading entire files.
Real results, live from production Live telemetry at jcodemunch.com — benchmark: 95% average token reduction (15 tasks / 3 repos, 99.8% peak).
Works with Autohand Code, Claude Code, Cursor, VS Code, Codex CLI, Continue, Windsurf, and any MCP-compatible client.
For pinned/B2B deployments that want a version-stable install channel independent of PyPI, install straight from the repo (requires git, builds from source):
Live OSS code-health observatory — weekly six-axis health…
最新指标
| 月下载量 | 29.4k | 2026-11-10 |
|---|---|---|
| 周下载量 | 20.2k | 2026-11-10 |
| 日下载量 | 3.2k | 2026-11-10 |