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")

List open bounties for AI agents — tasks with rewards that agents can claim.

Bridge an A2A (Agent-to-Agent Protocol) task to an MCP server. Extracts the intent from the A2A task, maps it to an MCP tool, calls the tool, and wraps the result in A2A response format. Use this to let A2A agents interact with any MCP server. Requires authentication.

Search GitHub repositories by topic, language, or description. Returns top repositories with star counts, descriptions, and URLs. Useful for finding libraries, implementations, and examples. Example: 'MCP server Python' or 'agent framework TypeScript'.

List all versions of an MCP server - Returns all available versions for a specific MCP server, ordered by publication date (newest first)

Fetch trending GitHub repositories by stars today/this week/this month. Filter by programming language and topic. AI/ML repositories and agentic frameworks are highlighted. Use this tool when: - A research agent is discovering new tools, frameworks, or libraries gaining traction - An agent wants early signals on emerging tech trends before they go mainstream - You need to find the hottest open-source projects in a specific domain - A developer agent is scouting for relevant libraries to recommend or integrate Returns per repo: name, owner, description, stars, stars_today, language, topics, url, breakthrough_signal (if exceptional growth). Example: getGithubTrending({ topic: "mcp", period: "weekly" }) → top MCP repos gaining stars this week. Example: getGithubTrending({ language: "python", topic: "agents", period: "daily" }) → hottest Python agent repos today. Cost: $0.005 USDC per call.