{
  "capabilities": {
    "extendedAgentCard": false,
    "pushNotifications": false,
    "stateTransitionHistory": false,
    "streaming": false
  },
  "defaultInputModes": [
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "description": "Checks A2A, MCP and OpenAPI declarations and task-specific handshakes before delegated work, and keeps the Agent Observatory: a dated record of what agents and MCP servers published. It also compares supplier snapshots, watches suppliers for change and diagnoses failed calls (Supplier Watch and Integration Repair are part of it since 1 Oct 2026), and answers \"may my agent fetch this?\" from a site's robots.txt and AI-permission files. Part of GAIP Check and GAIP Watch \u00b7 Diagnose (lead agent).",
  "documentationUrl": "https://www.gaipagents.com/agents/integration-protocol",
  "gaip": {
    "agentId": "integration-protocol",
    "authority": "PUBLIC_NON_PERSONAL_ZERO_PRICE_BOUNDED_NO_SPEND_NO_PAYMENT_NO_CONTRACT",
    "automaticEvidenceCredit": false,
    "discovery": {
      "aiCatalog": "https://www.gaipagents.com/.well-known/ai-catalog.json",
      "listingKit": "https://www.gaipagents.com/v1/free/discovery/listing-kit",
      "llms": "https://www.gaipagents.com/llms.txt",
      "llmsFull": "https://www.gaipagents.com/llms-full.txt",
      "mcpServerCard": "https://www.gaipagents.com/mcp/server-card",
      "openapi": "https://www.gaipagents.com/openapi.json",
      "products": "https://www.gaipagents.com/v1/free/products"
    },
    "distributionBundle": "https://www.gaipagents.com/v1/distribution/agents/integration-protocol",
    "durableReceiptRequiredBeforeSuccess": true,
    "howToCall": {
      "a2a": "POST JSON-RPC message/send (A2A 0.3) or SendMessage (A2A 1.0) to https://www.gaipagents.com/a2a/integration-protocol. Put the tool name (underscores, e.g. \"check_agent_conformance\") in message.metadata.gaip_tool and the input object in one data part (0.3: {\"kind\": \"data\", \"data\": {...}}; 1.0: {\"data\": {...}} with role ROLE_USER). Without gaip_tool the data part must match one of this agent's tools. Text parts are never converted into a task.",
      "allowedTools": [
        "check_agent_conformance",
        "gaip_watch_register",
        "gaip_watch_list",
        "gaip_watch_remove",
        "gaip_watch_events",
        "gaip_observatory_lookup",
        "gaip_manifest_changes",
        "gaip_observatory_capture",
        "gaip_tools_changed_since",
        "gaip_check_permission",
        "gaip_compare_supplier_snapshots",
        "gaip_diagnose_integration_failure",
        "gaip_supplier_reliability"
      ],
      "example": {
        "id": 1,
        "jsonrpc": "2.0",
        "method": "message/send",
        "params": {
          "message": {
            "kind": "message",
            "messageId": "example-1",
            "metadata": {
              "gaip_tool": "check_agent_conformance"
            },
            "parts": [
              {
                "data": {
                  "metadata": {
                    "name": "GAIP Broker",
                    "protocolVersion": "2025-06-18",
                    "tools": [],
                    "url": "https://www.gaipagents.com/mcp"
                  }
                },
                "kind": "data"
              }
            ],
            "role": "user"
          }
        }
      },
      "mcp": "POST tools/call to https://www.gaipagents.com/mcp/agents/integration-protocol",
      "primaryTool": "check_agent_conformance"
    },
    "legal": {
      "corrections": "https://www.gaipagents.com/corrections",
      "methodology": "https://www.gaipagents.com/methodology",
      "privacyPolicy": "https://www.gaipagents.com/privacy",
      "status": "DRAFT_PENDING_LEGAL_REVIEW",
      "termsOfService": "https://www.gaipagents.com/terms"
    },
    "mcpServerCard": "https://www.gaipagents.com/mcp/agents/integration-protocol/server-card",
    "mcpUrl": "https://www.gaipagents.com/mcp/agents/integration-protocol",
    "priceGbp": 0,
    "product": {
      "foldedInto": null,
      "kind": "PRODUCT",
      "listed": true,
      "productId": "developer-checks",
      "productName": "Check and GAIP Watch \u00b7 Diagnose",
      "role": "LEAD",
      "roleLabel": "lead agent",
      "status": "PUBLIC_FREE",
      "url": "https://www.gaipagents.com/v1/free/products#developer-checks"
    }
  },
  "iconUrl": "https://www.gaipagents.com/assets/agents/integration-protocol.svg",
  "name": "GAIP Integration & Protocol Agent",
  "preferredTransport": "JSONRPC",
  "protocolVersion": "1.0",
  "provider": {
    "organization": "GAIP",
    "url": "https://www.gaipagents.com"
  },
  "securityRequirements": [],
  "securitySchemes": {},
  "skills": [
    {
      "description": "Use this when asked to check an AI agent or MCP server: does it work, is it reachable, is its card valid (\"check this agent\", \"is this MCP server up?\"). Pass just its `url`. Returns READY / FIXES_NEEDED / NO_AGENT_CARD / UNREACHABLE with fixes and a receipt. Input: required none; optional data_classification, declared_identity, expected_endpoint, intended_task, metadata, mode, protocol, source_url, target, url. A2A: send message/send with metadata.gaip_tool=\"check_agent_conformance\" and one data part holding the input object; MCP: tools/call name \"check_agent_conformance\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"metadata\": {\"name\": \"GAIP Broker\", \"protocolVersion\": \"2025-06-18\", \"tools\": [], \"url\": \"https://www.gaipagents.com/mcp\"}}"
      ],
      "id": "check-agent-conformance",
      "inputModes": [
        "application/json"
      ],
      "name": "Check Agent Conformance",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked to keep an eye on an agent or MCP server (\"tell me if it changes or goes down\"). Pass the `continuity_handle` from any GAIP result, `kind` and `target_url`. GAIP re-checks every 24 hours (3 free watches), receipts each change and can call your webhook. Input: required continuity_handle, kind; optional data_classification, interval_hours, sla, target_url, terms_id, webhook_url. A2A: send message/send with metadata.gaip_tool=\"gaip_watch_register\" and one data part holding the input object; MCP: tools/call name \"gaip_watch_register\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"chain\": [{\"agent_id\": \"integration-protocol\", \"arguments\": {\"counterparty_id\": \"example-weather-agent\", \"current\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"security\": [{\"bearer\": []}], \"securitySchemes\": {\"bearer\": {\"scheme\": \"bearer\", \"type\": \"http\"}}, \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}], \"url\": \"https://weather.example.com/v2/a2a\", \"version\": \"2.0.0\"}, \"prior\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}, {\"id\": \"alerts\", \"name\": \"Severe weather alerts\"}], \"url\": \"https://weather.example.com/a2a\", \"version\": \"1.4.0\"}}, \"keep_from_result\": \"continuity_handle\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 1, \"tool\": \"gaip_compare_supplier_snapshots\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}, \"interval_hours\": 24, \"kind\": \"AGENT_READINESS\", \"target_url\": \"https://weather.example.com/.well-known/agent-card.json\"}, \"keep_from_result\": \"result\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 2, \"tool\": \"gaip_watch_register\"}], \"note\": \"Run the steps in order; replace each angle-bracket value with the named field from the result of the named earlier step.\"}"
      ],
      "id": "gaip-watch-register",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Watch Register",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked which agents or services you are watching. Pass your `continuity_handle`. Returns each watch's kind, target, last verdict, last and next check and webhook endpoint (never the secret). Input: required continuity_handle. A2A: send message/send with metadata.gaip_tool=\"gaip_watch_list\" and one data part holding the input object; MCP: tools/call name \"gaip_watch_list\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"chain\": [{\"agent_id\": \"integration-protocol\", \"arguments\": {\"counterparty_id\": \"example-weather-agent\", \"current\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"security\": [{\"bearer\": []}], \"securitySchemes\": {\"bearer\": {\"scheme\": \"bearer\", \"type\": \"http\"}}, \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}], \"url\": \"https://weather.example.com/v2/a2a\", \"version\": \"2.0.0\"}, \"prior\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}, {\"id\": \"alerts\", \"name\": \"Severe weather alerts\"}], \"url\": \"https://weather.example.com/a2a\", \"version\": \"1.4.0\"}}, \"keep_from_result\": \"continuity_handle\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 1, \"tool\": \"gaip_compare_supplier_snapshots\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}, \"interval_hours\": 24, \"kind\": \"AGENT_READINESS\", \"target_url\": \"https://weather.example.com/.well-known/agent-card.json\"}, \"keep_from_result\": \"watch.watch_id\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 2, \"tool\": \"gaip_watch_register\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}}, \"keep_from_result\": \"result\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 3, \"tool\": \"gaip_watch_list\"}], \"note\": \"Run the steps in order; replace each angle-bracket value with the named field from the result of the named earlier step.\"}"
      ],
      "id": "gaip-watch-list",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Watch List",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked to stop watching an agent or service. Pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts stay verifiable. Input: required continuity_handle, watch_id. A2A: send message/send with metadata.gaip_tool=\"gaip_watch_remove\" and one data part holding the input object; MCP: tools/call name \"gaip_watch_remove\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"chain\": [{\"agent_id\": \"integration-protocol\", \"arguments\": {\"counterparty_id\": \"example-weather-agent\", \"current\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"security\": [{\"bearer\": []}], \"securitySchemes\": {\"bearer\": {\"scheme\": \"bearer\", \"type\": \"http\"}}, \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}], \"url\": \"https://weather.example.com/v2/a2a\", \"version\": \"2.0.0\"}, \"prior\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}, {\"id\": \"alerts\", \"name\": \"Severe weather alerts\"}], \"url\": \"https://weather.example.com/a2a\", \"version\": \"1.4.0\"}}, \"keep_from_result\": \"continuity_handle\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 1, \"tool\": \"gaip_compare_supplier_snapshots\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}, \"interval_hours\": 24, \"kind\": \"AGENT_READINESS\", \"target_url\": \"https://weather.example.com/.well-known/agent-card.json\"}, \"keep_from_result\": \"watch.watch_id\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 2, \"tool\": \"gaip_watch_register\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}, \"watch_id\": \"<watch.watch_id from step 2 (gaip_watch_register)>\"}, \"keep_from_result\": \"result\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 3, \"tool\": \"gaip_watch_remove\"}], \"note\": \"Run the steps in order; replace each angle-bracket value with the named field from the result of the named earlier step.\"}"
      ],
      "id": "gaip-watch-remove",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Watch Remove",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked what changed on a watched agent or service. Pass your `continuity_handle` and optionally a `watch_id`. Returns recent change events: verdict before and after, a change summary, the receipt and webhook delivery status. Input: required continuity_handle; optional limit, watch_id. A2A: send message/send with metadata.gaip_tool=\"gaip_watch_events\" and one data part holding the input object; MCP: tools/call name \"gaip_watch_events\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"chain\": [{\"agent_id\": \"integration-protocol\", \"arguments\": {\"counterparty_id\": \"example-weather-agent\", \"current\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"security\": [{\"bearer\": []}], \"securitySchemes\": {\"bearer\": {\"scheme\": \"bearer\", \"type\": \"http\"}}, \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}], \"url\": \"https://weather.example.com/v2/a2a\", \"version\": \"2.0.0\"}, \"prior\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}, {\"id\": \"alerts\", \"name\": \"Severe weather alerts\"}], \"url\": \"https://weather.example.com/a2a\", \"version\": \"1.4.0\"}}, \"keep_from_result\": \"continuity_handle\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 1, \"tool\": \"gaip_compare_supplier_snapshots\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}, \"interval_hours\": 24, \"kind\": \"AGENT_READINESS\", \"target_url\": \"https://weather.example.com/.well-known/agent-card.json\"}, \"keep_from_result\": \"watch.watch_id\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 2, \"tool\": \"gaip_watch_register\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"continuity_handle\": {\"continuity_id\": \"<continuity_handle.continuity_id from step 1 (gaip_compare_supplier_snapshots)>\", \"token\": \"<continuity_handle.token from step 1 (gaip_compare_supplier_snapshots)>\"}, \"limit\": 10, \"watch_id\": \"<watch.watch_id from step 2 (gaip_watch_register)>\"}, \"keep_from_result\": \"result\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 3, \"tool\": \"gaip_watch_events\"}], \"note\": \"Run the steps in order; replace each angle-bracket value with the named field from the result of the named earlier step.\"}"
      ],
      "id": "gaip-watch-events",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Watch Events",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked about an MCP server's or agent's history (\"has this server changed?\", \"was it up last week?\"). Pass its `url` or `name`. Returns dated facts the Agent Observatory observed: status history, manifest hash, conformance codes, change log. Not an assessment. Input: required none; optional name, target_id, url. A2A: send message/send with metadata.gaip_tool=\"gaip_observatory_lookup\" and one data part holding the input object; MCP: tools/call name \"gaip_observatory_lookup\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"url\": \"https://huggingface.co/mcp\"}"
      ],
      "id": "gaip-observatory-lookup",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Observatory Lookup",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked which MCP servers or agents changed recently (\"what changed this week?\"). Optional `since` (RFC 3339), `target_id`, `limit` (max 100). Returns the Observatory's hash-chained log of manifest changes: before/after hashes, neutral facts, receipts. Input: required none; optional limit, since, target_id. A2A: send message/send with metadata.gaip_tool=\"gaip_manifest_changes\" and one data part holding the input object; MCP: tools/call name \"gaip_manifest_changes\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"limit\": 20, \"since\": \"2026-09-01T00:00:00Z\"}"
      ],
      "id": "gaip-manifest-changes",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Manifest Changes",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this to save a dated record of what a public MCP server or A2A agent card declares now. Pass its `url`. GAIP reads it once (robots.txt respected, never tools/call), re-reads it daily and returns the capture id, time and SHA-256 hashes. Not an assessment. Input: required url; optional protocol. A2A: send message/send with metadata.gaip_tool=\"gaip_observatory_capture\" and one data part holding the input object; MCP: tools/call name \"gaip_observatory_capture\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"chain\": [{\"agent_id\": \"integration-protocol\", \"arguments\": {\"url\": \"https://huggingface.co/mcp\"}, \"keep_from_result\": \"matches\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 1, \"tool\": \"gaip_observatory_lookup\"}, {\"agent_id\": \"integration-protocol\", \"arguments\": {\"url\": \"<matches[0].locator from step 1 (gaip_observatory_lookup), or the same url when step 1 returns no matches>\"}, \"keep_from_result\": \"result\", \"mcp_endpoint\": \"https://www.gaipagents.com/mcp/agents/integration-protocol\", \"step\": 2, \"tool\": \"gaip_observatory_capture\"}], \"note\": \"Run the steps in order; replace each angle-bracket value with the named field from the result of the named earlier step.\"}"
      ],
      "id": "gaip-observatory-capture",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Observatory Capture",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this before connecting to an MCP server: did its tools change since your `since` date? Pass its `url`, optionally your tools/list `tools` or a digest. Returns dates, change classes, stored hashes and whether yours match the latest GAIP observed. Facts, not a verdict. Input: required none; optional since, target_id, tool_digests, tools, tools_digest, url. A2A: send message/send with metadata.gaip_tool=\"gaip_tools_changed_since\" and one data part holding the input object; MCP: tools/call name \"gaip_tools_changed_since\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"since\": \"2026-09-01\", \"url\": \"https://huggingface.co/mcp\"}"
      ],
      "id": "gaip-tools-changed-since",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Tools Changed Since",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this before your agent fetches a page (\"may my agent fetch this?\"). Pass the `url` and your `agent` token. Reads robots.txt (RFC 9309), AI-preference lines, RSL, tdmrep.json and llms.txt; returns ALLOWED, DISALLOWED, NO_RULE or UNKNOWN, the rule quoted, the time and a signature. Input: required url; optional agent, user_agent. A2A: send message/send with metadata.gaip_tool=\"gaip_check_permission\" and one data part holding the input object; MCP: tools/call name \"gaip_check_permission\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"agent\": \"GPTBot\", \"url\": \"https://www.gaipagents.com/test-range\"}"
      ],
      "id": "gaip-check-permission",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Check Permission",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when asked what changed between two versions of an agent card, MCP server description or OpenAPI document (\"did this API break?\"). Pass `prior` and `current`. Returns each change as BREAKING / NON_BREAKING / INFO with migration notes and a receipt. Input: required prior, current; optional continuity_handle, counterparty_id, data_classification, episode_id, independent_operator_id, protocol, synthetic, task_class. A2A: send message/send with metadata.gaip_tool=\"gaip_compare_supplier_snapshots\" and one data part holding the input object; MCP: tools/call name \"gaip_compare_supplier_snapshots\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"counterparty_id\": \"example-weather-agent\", \"current\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"security\": [{\"bearer\": []}], \"securitySchemes\": {\"bearer\": {\"scheme\": \"bearer\", \"type\": \"http\"}}, \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}], \"url\": \"https://weather.example.com/v2/a2a\", \"version\": \"2.0.0\"}, \"prior\": {\"capabilities\": {\"streaming\": true}, \"name\": \"Weather Agent\", \"protocolVersion\": \"0.3.0\", \"skills\": [{\"id\": \"forecast\", \"name\": \"Forecast\"}, {\"id\": \"alerts\", \"name\": \"Severe weather alerts\"}], \"url\": \"https://weather.example.com/a2a\", \"version\": \"1.4.0\"}}"
      ],
      "id": "gaip-compare-supplier-snapshots",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Compare Supplier Snapshots",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when an agent, MCP or API call failed (\"why did my call fail?\", \"what does this 429 mean?\"). Pass the `failure` ({code, detail}) or the raw error text. Returns the likely cause, when and how to retry, fix steps and a receipt. GAIP touches no other system. Input: required failure; optional continuity_handle, counterparty_id, data_classification, episode_id, independent_operator_id, protocol, synthetic, task_class. A2A: send message/send with metadata.gaip_tool=\"gaip_diagnose_integration_failure\" and one data part holding the input object; MCP: tools/call name \"gaip_diagnose_integration_failure\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"counterparty_id\": \"example-weather-agent\", \"failure\": {\"code\": 429, \"detail\": \"HTTP 429 Too Many Requests; Retry-After: 20\"}}"
      ],
      "id": "gaip-diagnose-integration-failure",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Diagnose Integration Failure",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    },
    {
      "description": "Use this when a supplier agent or API you depend on started failing (\"did something change on their side?\"). Pass its `supplier_url` and the `failure`. Returns the diagnosis plus changes GAIP observed around then (correlated in time, not causation), with receipts. Input: required supplier_url; optional card, counterparty_id, data_classification, failure, failure_started_at, failures, lookback_days, protocol, task_class, transport. A2A: send message/send with metadata.gaip_tool=\"gaip_supplier_reliability\" and one data part holding the input object; MCP: tools/call name \"gaip_supplier_reliability\" at https://www.gaipagents.com/mcp/agents/integration-protocol.",
      "examples": [
        "{\"failure\": {\"code\": 404, \"detail\": \"Not Found\"}, \"failure_started_at\": \"2026-09-27T12:00:00Z\", \"supplier_url\": \"https://weather.example.com/.well-known/agent-card.json\"}"
      ],
      "id": "gaip-supplier-reliability",
      "inputModes": [
        "application/json"
      ],
      "name": "Gaip Supplier Reliability",
      "outputModes": [
        "application/json"
      ],
      "tags": [
        "integration",
        "schema",
        "A2A",
        "MCP",
        "OpenAPI"
      ]
    }
  ],
  "supportedInterfaces": [
    {
      "protocolBinding": "JSONRPC",
      "protocolVersion": "1.0",
      "url": "https://www.gaipagents.com/a2a/integration-protocol"
    }
  ],
  "url": "https://www.gaipagents.com/a2a/integration-protocol",
  "version": "1.0.0"
}