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@yksanjo yksanjo commented Jan 17, 2026

Summary

This PR adds MCP Discovery Server - a discovery and routing layer that enables AI agents to find the right MCP server for any task.

Why this matters

  • Agents are currently limited to pre-configured MCP servers
  • No way to dynamically discover new capabilities
  • No performance/reliability data available

What MCP Discovery provides

  • Semantic search using embeddings (24 servers indexed)
  • Performance metrics (latency, uptime)
  • Side-by-side server comparison
  • Free hosted API + self-hosted option

Tools

Tool Description
discover_mcp_server Find servers matching natural language needs
get_server_metrics Get performance data for a server
compare_servers Compare multiple servers side-by-side

Example

Agent: "I need a database with authentication"
→ Returns: Supabase MCP (94% confidence) + install command + uptime data

Links

Happy to address any feedback!

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