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  1. Home
  2. ๐Ÿ’ฐ Finance & Fintech
  3. MCP Deal Flow Signal
MCP Deal Flow Signal logo
Health: ActiveRecent health check succeeded.Last checked 9/9/2026, 9:01:58 PM

MCP Deal Flow Signal

User RatingsBe the first to rate and review this MCP server!
View Repository5 GitHub StarsTotal stargazers on GitHub for the source repository (5 stars).Visit Website

Provides VC deal flow signals from startup GitHub engineering activity across 20 sectors without requiring an API key.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

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.

Manual Client & Custom JSON ConfigExpand JSON โ–พ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "kindrat86-mcp-deal-flow-signal": {
      "command": "npx",
      "args": [
        "-y",
        "@gitdealflow/mcp-signal"
      ]
    }
  }
}

๐Ÿ’ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (13) Directory Badge Claim listing Alternatives๐Ÿ’ฐ More in Finance & Fintech

Overview

This MCP server tracks engineering acceleration signals such as commit velocity, contributor growth, and repository expansion for over 85 startups across 20 sectors. It is designed for seed and Series A investors, angels, scouts, and technical operators seeking early traction indicators before traditional deal flow data appears. The server offers read-only tools to fetch trending startups, sector-specific rankings, detailed startup signals, and methodology details using live public API data updated weekly.

Use cases

โ€ขIdentify trending startups by engineering acceleration
โ€ขSearch startups by sector ranked by development activity
โ€ขRetrieve detailed engineering signals for a specific startup
โ€ขObtain dataset summaries and methodology for signal computation

Key features

โ€ขTracks commit velocity, contributor growth, and repo expansion
โ€ขCovers 20 sectors including AI, fintech, cybersecurity, and more
โ€ขNo API key or authentication required
โ€ขProvides both human-readable and structured JSON output
โ€ขData updated weekly from a public API
โ€ขIncludes tools for trending startups, sector search, and signal details

Capabilities & Tool Schemas (13) ~336 tokensApproximate context cost of this serverโ€™s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server โ€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by MCP Deal Flow Signal.

get_trending_startups

Top 20 startups ranked by engineering acceleration across all sectors.

search_startups_by_sector

All tracked startups in the sector, ranked by acceleration.

get_startup_signal

Full signal profile for one startup: velocity, contributors, repos, classification.

get_signals_summary

Dataset snapshot โ€” period, counts, refresh date, format URLs, citation.

get_methodology

How signals are sourced, computed, and classified, with known limitations.

shortlist_signals

Ranked shortlist of the strongest engineering-acceleration signals matching your filters.

Documentation Overview

VC Deal Flow Signal โ€” MCP Server

Search startup engineering acceleration signals directly from your AI assistant.

Glama A-Tier

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.

Claude querying VC Deal Flow Signal MCP server

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):

config.json
{
  "mcpServers": {
    "vc-deal-flow-signal": {
      "command": "npx",
      "args": ["-y", "@gitdealflow/mcp-signal"]
    }
  }
}

Or for Claude Code (.mcp.json in project root):

config.json
{
  "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) โ€” no API key, no account:

ToolInputReturns
get_trending_startupsโ€”Top 20 startups ranked by engineering acceleration across all sectors.
search_startups_by_sectorsector (enum of 15 slugs)All tracked startups in the sector, ranked by acceleration.
get_startup_signalname (case-insensitive)Full signal profile for one startup: velocity, contributors, repos, classification.
get_signals_summaryโ€”Dataset snapshot โ€” period, counts, refresh date, format URLs, citation.
get_methodologyโ€”How signals are sourced, computed, and classified, with known limitations.
shortlist_signalsfilters (sector, stage, geography, signal type)Ranked shortlist of the strongest engineering-acceleration signals matching your filters.
compare_signals2โ€“5 startup namesSide-by-side acceleration scores, evidence, and raise-likelihood for the named startups.
predict_fundingnameTransparent, scored funding-likelihood claim with the full evidence chain, citable.
get_diligence_dossiercompany/entity namePublic-source diligence dossier in one cited object โ€” M&A history, funding, key facts.
get_scout_receiptsGitHub usernameScout Score (0โ€“100) computed from public starring history, cross-referenced against tracked startups.

Paid agent tools (3) โ€” โ‚ฌ0.10 per call, credits at signals.gitdealflow.com/agents/credits:

ToolReturns
research_companyEnriched dossier for one tracked startup: full signal row, sector rank, top-5 sector peers, citation.
compose_thesisStructured investment thesis: snapshot, signal type, sector rank, data-derived strengths, peer comparables.
deep_dive_scanMulti-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 (โ‚ฌ0.19/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 โ€” 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 โ€” 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 โ€” 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

Read the full README โ†’View source on GitHub โ†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks โ€” not a rating.

GitHub stars
5
Stargazers on the source repository.
npm downloads
926
Package downloads in the last 30 days.
Last commit
22d ago
Most recent push to the default branch.
Tools exposed
13
Callable tools this server registers over MCP.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet โ€” be the first to share how this listing worked for you.

Frequently Asked Questions about MCP Deal Flow Signal

No, the server fetches data from a public API and requires no authentication.

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Technical Specs & Signals

Category๐Ÿ’ฐFinance & Fintech
More technical detailsExpand โ–พ
TransportSTDIO
RuntimeNode.js
Last updatedAug 21, 2026
11/11 checks healthy over the last 33d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars5
GitHub Star CountTotal stargazers on GitHub representing community popularity (5 stars).
Last commit22d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 21, 2026
npm downloads926/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
60Quality signal: Good ยท 60/100How this signal is calculated โ–พ
Server availabilityNot measured

Not scored for repo-hosted servers โ€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools27/30
Adoption & activity8/15
Community engagement0/10

A guidance signal from public completeness & health data โ€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 27d ago via OSV.dev ยท @gitdealflow/mcp-signal (npm)

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