Glimind MCP server
Live reliability, agent-readiness and safety data for every public MCP server, as an MCP server.
- Endpoint:
https://glimind.com/mcp(Streamable HTTP, no auth, free) - Website: https://glimind.com · Check your own server: https://glimind.com/check
Glimind checks 130,000+ MCP servers with the initialize handshake and tools/list (it never calls tools) and grades each one for agent-readiness: schemas, descriptions, safety annotations, token cost and client compatibility, plus a tool-poisoning scan.
Install
claude mcp add --transport http glimind https://glimind.com/mcp
Cursor, VS Code and other clients: add an MCP server with URL https://glimind.com/mcp. One-click links: https://glimind.com/install
Main tools
| Tool | What it does |
|---|---|
route_task |
Describe a task; get the best working tool for it, ready to call, with fallbacks |
check_tool_reliability |
Is this tool working right now, and how do I call it |
find_alternatives |
A working substitute when a tool is down |
discover_tools |
Search the catalog by capability, with input schemas inline |
audit_server |
Agent-readiness grade and fixes for a server |
scan_tools |
Scan tool definitions you already have for poisoning |
For server authors
- Readiness grade and fix list for your server:
https://glimind.com/server/<server id> - CI check: glimind/check-action or
pipx run glimind check <url> - Fix guides: https://glimind.com/guide/fix
Open data
Weekly CC-BY dataset: https://huggingface.co/datasets/glimind/mcp-server-reliability
Glimind is neutral: it sells no tools, and no plan changes a score or ranking. Opt out of monitoring: https://glimind.com/opt-out
