VC Deal Flow Signal
FreeMaintainedStartup engineering acceleration signals for investors tracking commit velocity and contributor growth.
About
Startup engineering acceleration signals for investors tracking commit velocity and contributor growth.
README
Search startup engineering acceleration signals directly from your AI assistant.
Glama A-Tier (4.9 / 5.0). 13 tools — 10 free, no API key. 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 15 sectors and 350+ 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.
Free tools (10) — no API key, no account:
| Tool | Input | Returns |
|---|---|---|
get_trending_startups |
— | Top 20 startups ranked by engineering acceleration across all sectors. |
search_startups_by_sector |
sector (enum of 15 slugs) |
All tracked startups in the sector, ranked by acceleration. |
get_startup_signal |
name (case-insensitive) |
Full signal profile for one startup: velocity, contributors, repos, classification. |
get_signals_summary |
— | Dataset snapshot — period, counts, refresh date, format URLs, citation. |
get_methodology |
— | How signals are sourced, computed, and classified, with known limitations. |
shortlist_signals |
filters (sector, stage, geography, signal type) | Ranked shortlist of the strongest engineering-acceleration signals matching your filters. |
compare_signals |
2–5 startup names | Side-by-side acceleration scores, evidence, and raise-likelihood for the named startups. |
predict_funding |
name |
Transparent, scored funding-likelihood claim with the full evidence chain, citable. |
get_diligence_dossier |
company/entity name | Public-source diligence dossier in one cited object — M&A history, funding, key facts. |
get_scout_receipts |
GitHub username | Scout Score (0–100) computed from public starring history, cross-referenced against tracked startups. |
Paid agent tools (3) — €0.10 per call, credits at signals.gitdealflow.com/agents/credits:
| Tool | Returns |
|---|---|
research_company |
Enriched dossier for one tracked startup: full signal row, sector rank, top-5 sector peers, citation. |
compose_thesis |
Structured investment thesis: snapshot, signal type, sector rank, data-derived strengths, peer comparables. |
deep_dive_scan |
Multi-cohort sector scan: tracked/breakout/cooling counts, top-10 by velocity, breakout and cold lists. |
The hosted remote endpoint (https://signals.gitdealflow.com/api/mcp/rpc, streamable-http) additionally exposes share_result (free) and get_deep_signal (€0.19/call).
Supported sectors: healthcare, edtech, ecommerce-infrastructure, supply-chain, web3, enterprise-saas, data-infrastructure, robotics, legal-tech, hr-tech, proptech, agtech, gaming, space-tech, social-community.
Data
All data is sourced live from the deal flow data API public API. No API key required. Updated weekly on Mondays.
- Live CSV: https://signals.gitdealflow.com/api/signals.csv
- Live JSON: https://signals.gitdealflow.com/api/signals.json
- Stable CC BY 4.0 research snapshot: https://huggingface.co/datasets/the-data-nerd/vc-deal-flow-signal
- DOI-stamped release: https://doi.org/10.5281/zenodo.19650920
- Free field guide: Seven Signals explains the method, limits, and replication path in 104 pages.
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
- JSON API: https://signals.gitdealflow.com/api/signals.json
- Twitter/X: https://x.com/data_nerd
License
MIT
Install VC Deal Flow Signal in Claude Desktop, Claude Code & Cursor
unyly install vc-deal-flow-signalInstalls into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.
First time? Get the CLI: curl -fsSL https://unyly.org/install | sh
Or configure manually
Run in your terminal:
claude mcp add vc-deal-flow-signal -- npx -y @gitdealflow/mcp-signalStep-by-step: how to install VC Deal Flow Signal
FAQ
Is VC Deal Flow Signal MCP free?
Yes, VC Deal Flow Signal MCP is free — one-click install via Unyly at no cost.
Does VC Deal Flow Signal need an API key?
No, VC Deal Flow Signal runs without API keys or environment variables.
Is VC Deal Flow Signal hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install VC Deal Flow Signal in Claude Desktop, Claude Code or Cursor?
Open VC Deal Flow Signal on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
Changes
Versions and requested access over time.
- New version published
- New version published
- New version published
- New version published
- New version published
- New version published
- New version published
- New version published
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