Gerolamo — Competitive Science and Technology Intelligence for A…

What is Gerolamo?

Gerolamo is an MCP server that enables AI agents to perform competitive science and technology intelligence. It provides semantic search across 36,000+ GitHub repos, arXiv papers, and HuggingFace models, scores entities 1–10 for defensibility with frontier-lab obsolescence risk assessment, and offers tools for composing technology architectures, analyzing dependency stacks, optimizing foundation model selection, and inventing speculative “meta molecules.”

How to use Gerolamo?

Run npx gerolamo-mcp setup or manually add the server to ~/.claude/mcp.json with the URL https://gerolamo.onrender.com/mcp/sse and your API key in the X-API-Key header. Obtain your API key at gerolamo.org → Connect. Once configured, the agent exposes 29 tools across intelligence search, analysis, composition, briefs, creators, foundation models, workspace, topics, and lineage categories.

Key features of Gerolamo

• Semantic search over 36,000+ repos, papers, and models.
• Entity scoring (1–10) for defensibility and obsolescence risk.
• Compose multiple technologies into architecture specs and reports.
• Analyze dependency stacks for weakest-link risk and creator authority.
• Optimize foundation model recommendations with pricing across 9 providers.
• Invent speculative “meta molecules” with lineage tracking and crowd validation.

Use cases of Gerolamo

• Build new technology stacks by searching and composing proven primitives.
• Select the optimal foundation model for a given task and budget.
• Threat-check dependencies before shipping by scoring and finding alternatives.
• Propose a hypothetical technology combination and track its lineage in the network.
• Produce competitive intelligence briefs and explore connections in a domain.