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jcodemunch-mcp
AI Agent 指数 第 43（共 50） ↓ 下载分享海报
18 综合分
可观测采用度当前有效 · 2026-10-27 16
动量当前有效 · 2026-10-26 25
关注度当前有效 · 2026-10-26 12
信号可信度 依据当前有数据的独立评分维度数量计算。
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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…
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