Provides VC deal flow signals from startup GitHub engineering activity across 20 sectors without requiring an API key.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ or use 1-click editor setup below.
We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag โ we're steadily working through the catalog.
๐ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Inspect callable tools, capabilities, and parameters exposed to AI agents by MCP Deal Flow Signal.
get_trending_startupsTop 20 startups ranked by engineering acceleration across all sectors.
search_startups_by_sectorAll tracked startups in the sector, ranked by acceleration.
get_startup_signalFull signal profile for one startup: velocity, contributors, repos, classification.
get_signals_summaryDataset snapshot โ period, counts, refresh date, format URLs, citation.
get_methodologyHow signals are sourced, computed, and classified, with known limitations.
shortlist_signalsRanked shortlist of the strongest engineering-acceleration signals matching your filters.
Search startup engineering acceleration signals directly from your AI assistant.
Glama A-Tier (4.9 / 5.0). 13 tools โ 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.
Add to your Claude Desktop config (claude_desktop_config.json):
Or for Claude Code (.mcp.json in project root):
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) โ no API key, no account:
| Tool | Input | Returns |
|---|---|---|
get_trending_startups | โ | 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 | โ | Dataset snapshot โ period, counts, refresh date, format URLs, citation. |
get_methodology | โ | 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 | 2โ5 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 โ M&A history, funding, key facts. |
get_scout_receipts | GitHub username | Scout Score (0โ100) computed from public starring history, cross-referenced against tracked startups. |
Paid agent tools (3) โ โฌ0.10 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 (โฌ0.19/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.
All data is sourced live from the deal flow data API public API. No API key required. Updated weekly on Mondays.
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.
Same dataset, different surfaces. Install one or both:
Both are free in perpetuity. Manifest V3, no analytics, no account.
MIT
Factual signals from GitHub, npm, and our automated checks โ not a rating.
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