Returns the complete autonomous agent setup guide for deploying Payram without any web UI or human interaction.

Get AI coding tool adoption metrics including GitHub Copilot acceptance rate, Cursor active users, AI-generated code percentage, and suggestions per developer. Use this to understand how the team is using AI coding assistants and measure their impact on productivity. Read-only.

Create a new AI agent with a system prompt, model, and optional skills. Returns the agentId.

Get the AI-optimized property manifest in schema.org format with lilo extensions. Available in YAML, JSON, or JSON-LD format. Use this for structured data integration and AI agent consumption.

Find AI/ML tools and libraries by describing what you need in plain English. Searches 220K+ indexed AI repos via semantic + keyword search. Optional domain filter: mcp, agents, ai-coding, rag, llm-tools, generative-ai, diffusion, voice-ai, nlp, computer-vision, embeddings, vector-db, prompt-engineering, transformers, mlops, data-engineering, ml-frameworks Examples: find_ai_tool("database query tool for postgres", domain="mcp") find_ai_tool("autonomous coding agent") find_ai_tool("PDF document chunking for RAG pipeline")

Create a custom AI agent with selected tools and configuration.