jgravelle/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.
Latest metrics (snapshot 2026-10-14)
| stars | 2771 |
|---|---|
| forks | 375 |
| issues | 2 |
| pushed_at | 2026-10-14T18:26:20Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 2771 |
ADC Momentum: 46/100
| Growth velocity | 43 |
|---|---|
| Consistency | 35 |
| Recency | 100 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/jgravelle/jcodemunch-mcp)<a href="https://agentdataco.com/repo/jgravelle/jcodemunch-mcp"><img src="https://agentdataco.com/badge/repo/jgravelle/jcodemunch-mcp.svg" alt="ADC Momentum"></a>Details
| description | 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. |
|---|---|
| url | https://github.com/jgravelle/jcodemunch-mcp |
| language | Python |
| license | NOASSERTION |
| topics | ai-coding ast claude claude-code cline code-intelligence codex context-window copilot cursor developer-tools gemini-cli |
| created_at | 2026-02-09T01:58:27Z |
| homepage | https://jcodemunch.com/ |
Get this data via API or MCP
Full daily history, trends and change events for jgravelle/jcodemunch-mcp and thousands of other AI-ecosystem entities.
curl -H "Authorization: Bearer $ADC_KEY" \
"https://agentdataco.com/api/v1/github-ai-repos/history?entity=jgravelle%2Fjcodemunch-mcp"
curl -H "Authorization: Bearer $ADC_KEY" \
"https://agentdataco.com/api/v1/github-ai-repos?repo=jgravelle%2Fjcodemunch-mcp"Or connect your agent to our remote MCP server: https://agentdataco.com/mcp.
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