academic-commercialization-pipeline-mcp

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

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

{
  "mcpServers": {
    "academic-commercialization-pipeline-mcp": {
      "url": "https://ryanclinton--academic-commercialization-pipeline-mcp.apify.actor/mcp"
    }
  }
}

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Academic commercialization intelligence for AI agents via the Model Context Protocol. This MCP server orchestrates 8 academic and patent data sources — OpenAlex, Semantic Scholar, ArXiv, USPTO, EPO, NIH Grants, Grants.gov, and ClinicalTrials.gov — to deliver a Commercialization Probability Score (0-100) composed from four independent scoring models: Research Momentum, Patent IP Strength, Funding Validation, and Technology Readiness Level (TRL) assessment.

Technology scouts, corporate venture teams, and tech transfer offices use this server to find spinout-ready research before competitors do. Rather than manually checking five databases, your AI agent calls a single tool and receives structured, scored intelligence within 90 seconds.

| Data Point | Source | Example | |-----------|--------|---------| | 📄 Publications and citation counts | OpenAlex (250M+ works) | 847 citations, avg 34/paper | | 🔬 AI-ranked academic search results | Semantic Scholar (200M+ papers) | 12 influential citations | | 🇺🇸 US patent filings and granted patents | USPTO Patent Search | 6 granted, 3 applications | | 🌍 European patent filings | EPO (100M+ patents) | 4 EPO filings, B-type grants | | 💰 NIH grant awards and SBIR/STTR funding | NIH Grants | R01, SBIR Phase II | | 🏛️ Federal grant opportunities and awards | Grants.gov | $2.4M awarded | | 🧪 Clinical trial phases and sponsors | ClinicalTrials.gov | Phase 2, 340 enrolled |