# academic-commercialization-pipeline-mcp

> academic-commercialization-pipeline-mcp — apifyforge-academic-commercialization-pipeline-mcp. Use this tool when you need to integrate academic and patent data sources to inform commercialization strategies, or to analyze research trends and innovation pipelines. The academic-commercialization-pipeline-mcp provides access to 8 key data sources, including OpenAlex, Semantic Scholar, and USPTO, via the Model Context Protocol. It is ideal for AI agents requiring comprehensive intelligence on academic research and commercial potential.

Canonical page: https://skillsregistry.net/skills/apifyforge-academic-commercialization-pipeline-mcp  
JSON: https://api.skillsregistry.net/v1/skills/apifyforge-academic-commercialization-pipeline-mcp

## Description

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.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/apifyforge/academic-commercialization-pipeline-mcp)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "apifyforge-academic-commercialization-pipeline-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/apifyforge-academic-commercialization-pipeline-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/apifyforge-academic-commercialization-pipeline-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt