mcp-deal-flow-signal
This server lets you discover and analyze startup engineering momentum signals sourced from GitHub activity, designed for seed/Series A investors tracking traction before it appears in traditional deal flow.
Get trending startups — Retrieve the top 20 startups showing the strongest engineering acceleration (commit velocity, contributor growth) across all 20 tracked sectors.
Search startups by sector — Browse and rank startups by engineering acceleration within a specific sector (e.g.,
ai-ml,fintech,cybersecurity,web3,climate-tech, and 15 more).Get a startup's signal profile — Look up a specific startup by name or GitHub org to get its full profile: commit velocity, contributor growth, new repositories, signal classification, funding stage, geography, and GitHub URL.
Get dataset summary — View a high-level snapshot including total sectors and startups tracked, current data period, last refresh date, and available data formats (JSON, CSV, RSS, llms.txt).
Get methodology details — Understand how data is sourced from the GitHub API, how metrics are calculated, how signal classifications are determined, and what the known limitations are.
All tools are read-only, idempotent, and fetch live data from a public API without authentication. Responses include both human-readable text and structured JSON.
VC Deal Flow Signal — MCP Server
Search startup engineering acceleration signals directly from your AI assistant.
Glama A-Tier (4.9 / 5.0 across 6 tools). One-line install for Claude Desktop, Claude Code, Cursor, Cline, and Continue via
npx -y @gitdealflow/mcp-signal.

Tracks commit velocity, contributor growth, and repository expansion across 20 sectors and 85+ startups. Built for angels, scouts, and technical operators looking for traction signals before they show up in traditional deal flow.
Install
Add to your Claude Desktop config (claude_desktop_config.json):
{
"mcpServers": {
"vc-deal-flow-signal": {
"command": "npx",
"args": ["-y", "@gitdealflow/mcp-signal"]
}
}
}Or for Claude Code (.mcp.json in project root):
{
"mcpServers": {
"vc-deal-flow-signal": {
"command": "npx",
"args": ["-y", "@gitdealflow/mcp-signal"]
}
}
}Tools
All tools are read-only, idempotent, and fetch live data from the public API (no auth required). Responses include both human-readable text and structured JSON (structuredContent) matching each tool's outputSchema.
Tool | Input | Returns |
| — | Top 20 startups ranked by engineering acceleration across all sectors. |
|
| All tracked startups in the sector, ranked by acceleration. |
|
| Full signal profile for one startup: velocity, contributors, repos, classification. |
| — | Dataset snapshot — period, counts, refresh date, format URLs, citation. |
| — | How signals are sourced, computed, and classified, with known limitations. |
Supported sectors: ai-ml, fintech, cybersecurity, developer-tools, healthcare, climate-tech, enterprise-saas, data-infrastructure, web3, robotics, edtech, ecommerce-infrastructure, supply-chain, legal-tech, hr-tech, proptech, agtech, gaming, space-tech, social-community.
Data
All data is sourced live from signals.gitdealflow.com public API. No API key required. Updated weekly on Mondays.
Complementary: the Scout Game
If you want to put your own eye on the line, there's a prediction game on top of the same dataset at signals.gitdealflow.com/predict. Call which tracked startups raise a round in the next 6 months, earn points when your calls resolve, climb a public rank ladder from Curious to Oracle. Free tier: 3 predictions per month. Paid: 10 per month. Leaderboard: signals.gitdealflow.com/leaderboard.
Complementary: two Chrome extensions
Same dataset, different surfaces. Install one or both:
VC Deal Flow Signal — Crunchbase + Wellfound badge: a green "Accelerating" engineering-acceleration badge appears inline on any Crunchbase or Wellfound startup profile where the GitHub data is interesting. For investors who research deals in browser tabs.
VC GitHub Lookup — Startup Signals on Hover (NEW, May 2026): hover any GitHub repo or org link to see commit velocity (14d), velocity change vs prior period, contributor count and growth, signal type, and stage estimate. Chip injected on direct repo and org page loads. Toolbar opens a manual lookup form for any GitHub URL. For developer-investors who live on GitHub.
Both are free in perpetuity. Manifest V3, no analytics, no account.
Links
Website: https://gitdealflow.com
Dashboard: https://signals.gitdealflow.com
Scout Game: https://signals.gitdealflow.com/predict
Leaderboard: https://signals.gitdealflow.com/leaderboard
Chrome extension #1 (Crunchbase + Wellfound badge): https://chromewebstore.google.com/detail/hehkgipiamajnnlpkfhpeoeaoaogmknn
Chrome extension #2 (VC GitHub Lookup — hover): https://chromewebstore.google.com/detail/vc-github-lookup-%E2%80%94-startu/plgngijmloeljfkenecdkhiblcfcbblm
Twitter/X: https://x.com/data_nerd
License
MIT
Maintenance
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