Proof

 Code-validated pattern intelligence from pydantic-ai's actual source code.

 ## What It Does

 Proof extracts working patterns from real library code via analysis — not from documentation, blog posts, or human guesses. 391 patterns from pydantic-ai and pydantic, mapped to a knowledge graph of 
 1,251 nodes and 8,911 edges.

 When you ask Proof to build an agent, it assembles code from patterns the library's own code structure validates. If a pattern fails, your feedback makes the network smarter.

 ## Quick Start

 No API keys. No auth. No configuration needed.
Connect via Smithery CLI
npx -y @smithery/cli add proof --transport streamable-http https://mcp.aigentys.com


 Then in your AI assistant: *"Run catalog() to see what's available."*

 ## Tools (5)

 | Tool | Description |
 |------|-------------|
 | **catalog()** | List all libraries, pattern counts, and available data. Start here. |
 | **search(query)** | Find

Requires a local install: run the server on your machine, then point your client at it.