Live demo · real data

Your agent is about to call a tool.
Is it working?

Type a task. On the left, what a plain directory search hands an agent. On the right, what Glimind hands it. Both read the same live status data, checked every few minutes across 150,000+ MCP servers.

Directory search0 ms

Remote MCP servers whose name matches, in the order a directory lists them. No health data.

    Glimind route_task0 ms

    Ranks live tools by fit, health, safety and token cost. One call.

      No tool is called in this demo. Status comes from the MCP handshake and tools/list, the only requests Glimind ever sends to a server.

      The pulse

      Every dot is a real check on a real MCP server, replayed from the last minute. Green answered, amber needs sign-in, red did not answer.

      Checks in the last hour—
      Answering now—
      Servers watched—

      How it works

      Three things an agent cannot see from a directory listing.

      Is it up right now?Every public MCP server gets a handshake and a tools/list every few minutes. Down servers are rechecked within a minute so an outage is confirmed, not guessed.
      Is it the right tool?The task is matched to tool descriptions and schemas, then reranked by fit, first-party preference, safety findings and how many tokens the tool list costs your context window.
      What if it breaks mid-task?Every answer carries ranked fallbacks with ready-to-use arguments, and the router endpoint fails over for you and records the outcome.

      Add Glimind to your agent

      Free, no key, no signup. One MCP endpoint.

      {
  "mcpServers": {
    "glimind": { "type": "streamableHttp", "url": "https://glimind.com/mcp" }
  }
}

      Cursor, VS Code and Claude Code one-click installs →

      Check your own MCP server

      Paste an endpoint. Get a readiness grade, safety scan, token cost and fixes in seconds.

      Free for every server. Paid plans never change a public score.