GAIP Integration Repair Agent
Supplier Reliability: diagnoses failed agent or API calls and returns a bounded repair plan.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'gaip_diagnose_integration_failure' name length outside 3-30 rangein gaip_diagnose_integration_failure
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"gaip-integration-repair": {
"url": "https://www.gaipagents.com/mcp/agents/integration-repair"
}
}
}Remote endpoints
https://www.gaipagents.com/mcp/agents/integration-repairstreamable-httpWhat it can do
Tool inventory
Tools (2)
⚪gaip_diagnose_integration_failure(continuity_handle, counterparty_id, data_classification, episode_id, failure, ...)
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. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal.
Input Schema
{
"type": "object",
"properties": {
"continuity_handle": {
"additionalProperties": false,
"description": "Optional: the continuity_handle from an earlier GAIP result; links this call to your earlier ones.",
"properties": {
"continuity_id": {
"type": "string"
},
"token": {
"type": "string"
}
},
"required": [
"continuity_id",
"token"
],
"type": "object"
},
"counterparty_id": {
"description": "Name or URL of the agent/service. Optional.",
"type": "string"
},
"data_classification": {
"default": "PUBLIC",
"description": "PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.",
"enum": [
"PUBLIC",
"NON_PERSONAL_PUBLIC"
],
"type": "string"
},
"episode_id": {
"description": "Optional: your own id to group related calls.",
"type": "string"
},
"failure": {
"description": "The error: {code, detail}. code is an HTTP status, JSON-RPC/A2A/MCP code or error text.",
"type": "object"
},
"independent_operator_id": {
"description": "Optional: your operator id (recorded as a claim, not verified).",
"type": "string"
},
"protocol": {
"description": "Counterparty protocol. Inferred from metadata when omitted, otherwise MCP.",
"enum": [
"A2A",
"MCP",
"OPENAPI"
],
"type": "string"
},
"synthetic": {
"description": "Optional: true marks a test call.",
"type": "boolean"
},
"task_class": {
"default": "integration_failure_diagnosis",
"description": "Optional: short name of the task, e.g. weather_forecast.",
"type": "string"
}
},
"required": [
"failure"
],
"additionalProperties": true,
"examples": [
{
"counterparty_id": "example-weather-agent",
"failure": {
"code": 429,
"detail": "HTTP 429 Too Many Requests; Retry-After: 20"
}
}
]
}🟢gaip_supplier_reliability(counterparty_id, data_classification, failure, failure_started_at, failures, ...)
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. Free, read-only, no account; inputs must be public and non-personal.
Input Schema
{
"type": "object",
"properties": {
"counterparty_id": {
"description": "Optional: name of the supplier.",
"type": "string"
},
"data_classification": {
"default": "PUBLIC",
"description": "PUBLIC (default) or NON_PERSONAL_PUBLIC. Never send personal data.",
"enum": [
"PUBLIC",
"NON_PERSONAL_PUBLIC"
],
"type": "string"
},
"failure": {
"description": "{code, detail?, http_status?} as for gaip_diagnose_integration_failure.",
"type": "object"
},
"failure_started_at": {
"description": "Optional: RFC 3339 time the failures started.",
"format": "date-time",
"type": "string"
},
"failures": {
"description": "Optional: several failures, each {code, detail}.",
"maxItems": 100,
"minItems": 1,
"type": "array"
},
"lookback_days": {
"default": 14,
"description": "Optional: days of GAIP observations to look back over.",
"maximum": 30,
"minimum": 1,
"type": "integer"
},
"protocol": {
"description": "A2A, MCP or OPENAPI. Inferred when omitted.",
"enum": [
"A2A",
"MCP",
"OPENAPI"
],
"type": "string"
},
"supplier_url": {
"description": "Public https URL of the supplier's agent card, MCP server or API.",
"format": "uri",
"maxLength": 2048,
"type": "string"
},
"task_class": {
"description": "Optional: short name of the task, e.g. weather_forecast.",
"type": "string"
}
},
"required": [
"supplier_url"
],
"additionalProperties": true,
"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"
}
]
}Community
Evidence