Hlido

{
  "protocolVersion": "0.3.0",
  "name": "Hlido",
  "description": "The independent trust layer for AI agents \u2014 each agent hands-on tested for one evidence-backed Laddoo Score (0-100). Query trust checks, scorecards, incidents, and recommendations over MCP.",
  "version": "3.2.0",
  "url": "https://hlido.eu/mcp",
  "preferredTransport": "JSONRPC",
  "provider": {
    "organization": "Hlido s.r.o.",
    "url": "https://hlido.eu"
  },
  "documentationUrl": "https://hlido.eu/llms.txt",
  "supportedInterfaces": [
    {
      "url": "https://hlido.eu/mcp",
      "transport": "JSONRPC",
      "protocol": "mcp"
    }
  ],
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "defaultInputModes": [
    "application/json",
    "text/plain"
  ],
  "defaultOutputModes": [
    "application/json",
    "text/plain"
  ],
  "securitySchemes": {},
  "security": [],
  "skills": [
    {
      "id": "trust_check",
      "name": "trust check",
      "description": "The core Hlido trust query: is a specific AI agent trustworthy? Given one agent (by Hlido slug or product/homepage URL) it returns the independent Laddoo trust score (0-100), tier (VITAL/STEADY/FADING/FLATLINE), a one-line verdict, a claim-verification summary, and any known incidents.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "find_trusted",
      "name": "find trusted",
      "description": "Discover Hlido-reviewed agents that match a free-text need, ranked by trust.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "verify_claim",
      "name": "verify claim",
      "description": "Fact-check one specific marketing or capability claim about an agent against Hlido's independent testing.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "compare_agents",
      "name": "compare agents",
      "description": "Head-to-head trust comparison of 2-5 Hlido-reviewed agents.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "submit_agent",
      "name": "submit agent",
      "description": "Nominate a new AI agent for Hlido to review.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "get_scorecard",
      "name": "get scorecard",
      "description": "Fetch the full sanitized claim-vs-evidence scorecard for one Hlido-reviewed agent.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "get_incidents",
      "name": "get incidents",
      "description": "Fetch published incidents from Hlido's NTSB-style failure registry \u2014 real observed agent failures (availability outages, regressions, hallucinations, safety issues) plus Hlido self-reported process incidents, each with severity, evidence, and vendor-response status.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "report_review_issue",
      "name": "report review issue",
      "description": "Report an issue with a Hlido review (stale info, wrong verdict, missing claim, broken link).",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "request_quick_audit",
      "name": "request quick audit",
      "description": "Request that Hlido audit a NEW AI agent that has no review yet.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "find_similar_agents",
      "name": "find similar agents",
      "description": "Semantic search over Hlido's review corpus.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "subscribe",
      "name": "subscribe",
      "description": "Preview \u2014 Wave 3 will add persistent webhook + RSS subscriptions.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "explain",
      "name": "explain",
      "description": "Structured natural-language explanation of why a Hlido-reviewed agent has its current score.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "recommend",
      "name": "recommend",
      "description": "Constraint-driven recommendation across Hlido's reviewed agents.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "get_behavioral_trace",
      "name": "get behavioral trace",
      "description": "Fetch the behavioral evaluation trace for a Hlido-reviewed agent \u2014 per-task pass/fail, adapter used, behavioral tier, and signed trace link.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "commerce_check",
      "name": "commerce check",
      "description": "Check whether a Hlido-reviewed agent is ready to be delegated to / transacted with in the agentic-commerce world (MCP/ACP/AP2).",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "scan_mcp",
      "name": "scan mcp",
      "description": "On-demand independent SAFETY scan of an MCP server \u2014 call this BEFORE installing or connecting to one.",
      "tags": [
        "trust",
        "ai-agents",
        "evaluation"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    }
  ]
}