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

Clients that only launch local (stdio) servers can run this repo instead. index.js is a dependency-free bridge to the hosted endpoint (Node 18+):

{ "mcpServers": { "glimind": { "command": "node", "args": ["/path/to/mcp/index.js"] } } }

Or with Docker: docker build -t glimind-mcp . && docker run -i --rm glimind-mcp

Related MCP server: mcp-anything

Main tools

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