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jcodemunch-mcp
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11 Score
Observed adoptionCurrent · 2026-11-10 12
MomentumCurrent · 2026-11-09 10
AttentionCurrent · 2026-11-09 10
Signal confidence Based on how many independent score dimensions currently have data.
High3/3 · 2 source types
About
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…
Across sources
29.4k Downloads / month
- Downloads / month 29.4k
- Downloads / week 20.2k
- Downloads / day 3.2k
2.8k Stars
- Stars 2.8k
- Forks 373
- Commits 2.5k
- Releases 753