startup-ecosystem-intelligence-mcp

> [View on ApifyForge](https://apifyforge.com/actors/mcp-servers/startup-ecosystem-intelligence-mcp) | [Use on Apify Store](https://apify.com/ryanclinton/startup-ecosystem-intelligence-mcp)

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Add to your MCP client (Claude Desktop, Cursor, Windsurf):

{
  "mcpServers": {
    "startup-ecosystem-intelligence-mcp": {
      "url": "https://ryanclinton--startup-ecosystem-intelligence-mcp.apify.actor/mcp"
    }
  }
}

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Startup ecosystem intelligence for VC deal sourcing gives your AI assistant instant access to 8 public data sources — patents, GitHub activity, job postings, ArXiv research, tech stacks, corporate registries, and SaaS competitive data — all fused into a single structured deal memo. Built for venture capitalists, corporate development teams, and accelerator managers who need quantified, behavior-based signals rather than self-reported pitch deck data.

This MCP server runs as a persistent Apify Standby actor and exposes 8 tools over the Model Context Protocol. Every tool call triggers parallel data collection across multiple APIs, applies one or more scoring algorithms (Innovation Velocity, Hiring Signal Decoder, Competitive Moat Analyzer, Corporate Health), and returns structured JSON with scores, signals, investment thesis points, and red flags. No manual research. No Crunchbase subscriptions. No waiting for founders to reply.

| Data Point | Source | Example | |---|---|---| | 📋 Corporate registration, entity status, officers | OpenCorporates (140+ jurisdictions) | "Acme Corp — Active, Delaware, 2 entities" | | 🔬 US patent filings, assignees, claims | USPTO Patent Search | "7 patents filed, 3 in AI/ML classification" | | 🌍 European patent applications | EPO Patent Search | "4 EP applications, 2 granted" | | ⭐ GitHub repos, stars, forks, commit velocity | GitHub Repo Search | "23 repos, 4,812 stars, updated 3 days ago" | | 🛠 Website tech sta