Glimind
Live reliability, agent-readiness and safety data for every public MCP server. Check whether a tool works before calling it, find a working alternative when it doesn't, and audit your own server.
Hosted MCP Server
npx add-mcp 'https://glimind.com/mcp'Installs into Claude Code, Codex, Cursor and more
Documentation
The reliability layerfor AI agents.
Know whether any tool is working right now — and how to call it correctly — before your agent calls it. Live, for the agentic web.
→ For agents
Query reliability as a standard MCP tool. One endpoint; works with any client.
→ For builders & platforms
A reliability-aware MCP router (one endpoint for all your tools), drop-in SDK, OpenTelemetry ingest, a neutral reliability feed for gateways, badges & alerts.