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GitDealFlow — GitHub signals for startup investors

kindrat86/mcp-deal-flow-signal

Pulls engineering velocity signals from a curated set of 85+ startups across 20 sectors, surfacing commit activity, contributor growth, and repo expansion as early traction indicators. You get five read-only tools: query trending startups globally, filter by sector (AI/ML, fintech, climate tech, etc.), look up a specific startup's signal profile, grab a dataset summary, or fetch the methodology. All data comes live from a public API updated weekly. Useful when you're sourcing deals and want GitHub activity as a leading indicator before cap tables and pitch decks arrive. The same dataset powers a prediction game and two Chrome extensions for Crunchbase and GitHub if you want the signals in other contexts.

GitHub stars
6
tools
8
transport
STDIO
last updated
Aug 21, 2026
View on GitHub

Tools

8 tools

Public tool metadata for what this MCP can expose to an agent.

get_trending_startupsTop 20 startups by engineering acceleration across all 20 sectors for the current weekly period. Read-only, idempotent.

Top 20 startups by engineering acceleration across all 20 sectors for the current weekly period. Read-only, idempotent.

No parameter schema in public metadata yet.

search_startups_by_sectorEvery tracked startup within a sector, ranked by engineering acceleration. Sector slug must be one of 20 enumerated values.1 params

Every tracked startup within a sector, ranked by engineering acceleration. Sector slug must be one of 20 enumerated values.

Parameters* required
sectorstring
Sector slug from the enumerated list. Map fuzzy user input to the closest slug (e.g. 'AI' → 'ai-ml', 'crypto' → 'web3', 'cyber' → 'cybersecurity', 'SaaS' → 'enterprise-saas').one of ai-ml · fintech · cybersecurity · developer-tools · healthcare · climate-tech
get_startup_signalFull engineering-acceleration profile for a single tracked startup, by display name or GitHub org slug. Case-insensitive, normalization-tolerant.1 params

Full engineering-acceleration profile for a single tracked startup, by display name or GitHub org slug. Case-insensitive, normalization-tolerant.

Parameters* required
namestring
Startup display name OR GitHub org name. Case-insensitive; punctuation and whitespace are ignored during matching.
get_signals_summaryPeriod, sector and startup counts, last refresh, citation, and direct URLs to every machine-readable format.

Period, sector and startup counts, last refresh, citation, and direct URLs to every machine-readable format.

No parameter schema in public metadata yet.

get_scout_receiptsCompute a Scout Score (0-100) for a GitHub user from their public starring history. Cross-references starred repos against ~75 validated unicorns and grades how many they starred *before* the validation event. Returns score, rank (curious/scout/sharp/elite/oracle), top early c...1 params

Compute a Scout Score (0-100) for a GitHub user from their public starring history. Cross-references starred repos against ~75 validated unicorns and grades how many they starred *before* the validation event. Returns score, rank (curious/scout/sharp/elite/oracle), top early c...

Parameters* required
github_usernamestring
GitHub username, 1-39 chars, alphanumeric + single hyphens.
get_methodologyFull methodology document covering data sources, metric computation, signal classification thresholds, refresh cadence, and known limitations.

Full methodology document covering data sources, metric computation, signal classification thresholds, refresh cadence, and known limitations.

No parameter schema in public metadata yet.

get_deep_signalPAID per-request — €0.19/call, 100 credits = €19 at https://signals.gitdealflow.com/agents/credits. Returns enriched signal beyond the free get_startup_signal: composite score (0-100), velocity/growth/novelty sub-scores, in-sector rank + percentile, plain-English investment th...1 params

PAID per-request — €0.19/call, 100 credits = €19 at https://signals.gitdealflow.com/agents/credits. Returns enriched signal beyond the free get_startup_signal: composite score (0-100), velocity/growth/novelty sub-scores, in-sector rank + percentile, plain-English investment th...

Parameters* required
namestring
Startup display name or GitHub org slug.
share_resultGenerate a ready-to-share social-media post (tweet, Bluesky, Mastodon, LinkedIn, Telegram) about a result the user just received from another VC Deal Flow Signal tool, plus the install command for the MCP server. Returns the post body, character counts per platform, and one-cl...3 params

Generate a ready-to-share social-media post (tweet, Bluesky, Mastodon, LinkedIn, Telegram) about a result the user just received from another VC Deal Flow Signal tool, plus the install command for the MCP server. Returns the post body, character counts per platform, and one-cl...

Parameters* required
mention_handleboolean
Include @data_nerd attribution. Only applied to twitter/bluesky/mastodon.default: false
networkstring
Target network. 'all' returns one post per network.one of twitter · bluesky · mastodon · linkedin · telegram · alldefault: all
summarystring
One-line takeaway (10-200 chars) the user wants to share.

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Readme

VC Deal Flow Signal — MCP Server

Search startup engineering acceleration signals directly from your AI assistant.

Glama A-Tier

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.

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):

{
  "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

View the full README on GitHub

Details

Repository
github.com/kindrat86/mcp-deal-flow-signal
Website
gitdealflow.com
Categories
Sales & Marketing, Developer Tools
Package
@gitdealflow/mcp-signal
Transport
STDIO
Registry
MCP registry, active

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