AI Tool Discovery Agent — Claude Code MCP server: discovery and setup
Finds crypto-related MCP servers and tools across GitHub and npm, then uses AI to assess the results. Useful when sourcing integrations for blockchain projects.
Open on GitHubWhat AI Tool Discovery Agent does
The CLI searches GitHub repositories and npm packages for blockchain, DeFi, and web3 tools. Keyword filters narrow the results, and OpenAI or Anthropic models can check whether a discovery is crypto-related. By default, projects must have been updated within the last 12 months; adjust the window with --max-age.
Results can be emitted as JSON, and --dry-run lets you test a search without making AI calls. The package also offers a Node.js/TypeScript SDK. AI-based analysis requires either OPENAI_API_KEY or ANTHROPIC_API_KEY; adding GITHUB_TOKEN raises GitHub rate limits. Without a provider key, the AI validation step cannot run.
What it helps with
- find crypto-focused MCP servers on GitHub and npm
- filter out tools unrelated to blockchain or DeFi
- limit discovery to recently updated projects
- send search results to a CI/CD pipeline as JSON
Example prompts for the agent
- Find Solana MCP servers on GitHub and npm with
lyra-discover discover --sources github,npm --limit 10. - Run discovery without AI requests using
lyra-discover discover --dry-run. - Search only for projects updated in the last 6 months with
lyra-discover discover --max-age 6.
How to install AI Tool Discovery Agent
Install
The MCP registry has no launch command for it: see the repository README
Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more
Questions about AI Tool Discovery Agent
How do I install AI Tool Discovery Agent for Claude Code?
Install the CLI globally with pnpm add -g @nirholas/lyra-tool-discovery. The npm alternative is npm install -g @nirholas/lyra-tool-discovery.
What does AI Tool Discovery Agent do?
It searches GitHub and npm for MCP servers and related tools in crypto, blockchain, and DeFi. AI can assess the results and generate plugin configurations.
Which API key does AI Tool Discovery Agent need?
Set either OPENAI_API_KEY or ANTHROPIC_API_KEY for AI analysis. You can also provide GITHUB_TOKEN to raise GitHub rate limits.