Glimind

{
  "protocolVersion": "0.3.0",
  "name": "Glimind",
  "description": "Glimind is the neutral reliability layer for AI agents. Ask it whether any tool (MCP server or API) is working right now, how to call it correctly, and what to use instead if it's down \u2014 before you call it.",
  "url": "https://glimind.com/a2a",
  "preferredTransport": "JSONRPC",
  "provider": {
    "organization": "Glimind",
    "url": "https://glimind.com",
    "email": "support@glimind.com"
  },
  "version": "0.1.0",
  "documentationUrl": "https://glimind.com/docs",
  "iconUrl": "https://glimind.com/favicon.ico",
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "defaultInputModes": [
    "text/plain",
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json",
    "text/plain"
  ],
  "securitySchemes": {
    "apiKey": {
      "type": "http",
      "scheme": "bearer",
      "description": "Optional Glimind API key for higher limits."
    }
  },
  "security": [],
  "skills": [
    {
      "id": "check_reliability",
      "name": "Check tool reliability",
      "description": "Return whether a tool is working right now (verdict + recommendation), live success rate, latency, suggested timeout/retry, expected output shape, and a live alternative if it's down. Pass a toolId in a data part, or describe the tool in text.",
      "tags": [
        "reliability",
        "health",
        "mcp",
        "preflight"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ],
      "examples": [
        "Is github/search_repositories working right now?",
        "{\"skill\":\"check_reliability\",\"toolId\":\"slack/post_message\"}"
      ]
    },
    {
      "id": "discover_tools",
      "name": "Discover live tools for a task",
      "description": "Given a plain-language capability (e.g. 'send a slack message'), return live tools that can do it, ranked by semantic fit and filtered to those healthy now.",
      "tags": [
        "discovery",
        "search",
        "mcp"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ],
      "examples": [
        "Find a live tool to convert currency",
        "{\"skill\":\"discover_tools\",\"query\":\"search arxiv papers\"}"
      ]
    },
    {
      "id": "list_breakages",
      "name": "List current tool outages",
      "description": "List tools across the ecosystem whose real-usage success rate just dropped (active outages).",
      "tags": [
        "reliability",
        "outages",
        "monitoring"
      ],
      "inputModes": [
        "text/plain"
      ],
      "outputModes": [
        "application/json"
      ],
      "examples": [
        "What tools are down right now?"
      ]
    }
  ]
}