proof

# 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