# GAIP Integration Repair Agent

> Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).

- name: io.github.tjcgraham-rgb/gaip-integration-repair
- version: 1.5.0
- connection class: R0 (autonomous)
- trust: 93/100 flags: duplicate-repo
- quality: 75/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.tjcgraham-rgb%2Fgaip-integration-repair
- tools: https://api.protogrid.dev/v1/servers/io.github.tjcgraham-rgb%2Fgaip-integration-repair/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "gaip-integration-repair": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-repair"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% +updated-11d-ago -duplicate-repo(12 names)
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 75/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 2 of 2 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,035 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 25 (weight 15)

- warn `stability.changes`: 7 tool changes in 30 days
- fail `stability.rug_pull`: 3 tools kept their name but changed most of their description in 30 days; review before trusting them

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 2, about 1,035 tokens to load them all
- tool set hash: 90114123e5d6d1b119a1f91dc7c96894
- tools last changed: 2026-10-15T12:07:14.412Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.tjcgraham-rgb/gaip-integration-repair.svg)](https://protogrid.dev/servers/io.github.tjcgraham-rgb/gaip-integration-repair)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-15 `gaip_diagnose_integration_failure` changed (inputSchema)
- 2026-10-01 `gaip_supplier_reliability` changed (inputSchema)
- 2026-09-29 `gaip_supplier_reliability` changed (title, description, inputSchema) **meaning changed**
  - before: A supplier agent or API started failing? Pass the `failure` ({code, detail}), the supplier's public `supplier_url` and optionally `failure_started_at`. Returns the Integration Repair diagnosis plus the supplier card and readiness changes GAIP observed around that time, each with a receipt and labelled correlated in time (not causation), next steps and an offer to watch the supplier. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).
  - after: 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.
- 2026-09-29 `gaip_diagnose_integration_failure` changed (title, description, inputSchema, annotations) **meaning changed**
  - before: An agent-to-agent call failed? Pass the `failure` ({code, detail}): an HTTP status (400-504), a JSON-RPC, A2A or MCP error code, or the raw error text (TLS, DNS, connection refused, timeout, schema mismatch). Returns a specific diagnosis, severity, whether and how to retry (attempts, backoff, Retry-After), ordered fix steps, the likely owner, evidence to capture and a receipt. Proposal only; GAIP does not touch the other system. Free, no account, no effect outside GAIP: the call records a receipt in GAIP's history. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).
  - after: 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.
- 2026-09-28 `gaip_diagnose_integration_failure` changed (description)
  - before: An agent-to-agent call failed? Pass the `failure` ({code, detail}): an HTTP status (400-504), a JSON-RPC, A2A or MCP error code, or the raw error text (TLS, DNS, connection refused, timeout, schema mismatch). Returns a specific diagnosis, severity, whether and how to retry (attempts, backoff, Retry-After), ordered fix steps, the likely owner, evidence to capture and a receipt. Proposal only; GAIP does not touch the other system. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).
  - after: An agent-to-agent call failed? Pass the `failure` ({code, detail}): an HTTP status (400-504), a JSON-RPC, A2A or MCP error code, or the raw error text (TLS, DNS, connection refused, timeout, schema mismatch). Returns a specific diagnosis, severity, whether and how to retry (attempts, backoff, Retry-After), ordered fix steps, the likely owner, evidence to capture and a receipt. Proposal only; GAIP does not touch the other system. Free, no account, no effect outside GAIP: the call records a receipt in GAIP's history. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).
- 2026-09-28 `gaip_supplier_reliability` added
  - A supplier agent or API started failing? Pass the `failure` ({code, detail}), the supplier's public `supplier_url` and optionally `failure_started_at`. Returns the Integration Repair diagnosis plus the supplier card and readiness changes GAIP observed around that time, each with a receipt and labelled correlated in time (not causation), next steps and an offer to watch the supplier. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).
- 2026-09-28 `gaip_diagnose_integration_failure` changed (description, inputSchema) **meaning changed**
  - before: Classify a supplied public handshake or task failure and return a bounded repair plan and retained receipt. No patch or replay of another operator's system.
  - after: An agent-to-agent call failed? Pass the `failure` ({code, detail}): an HTTP status (400-504), a JSON-RPC, A2A or MCP error code, or the raw error text (TLS, DNS, connection refused, timeout, schema mismatch). Returns a specific diagnosis, severity, whether and how to retry (attempts, backoff, Retry-After), ordered fix steps, the likely owner, evidence to capture and a receipt. Proposal only; GAIP does not touch the other system. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Full history: https://api.protogrid.dev/v1/servers/io.github.tjcgraham-rgb%2Fgaip-integration-repair/changes

## Remotes

- https://www.gaipagents.com/mcp/agents/integration-repair (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (2)

- `gaip_diagnose_integration_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.
- `gaip_supplier_reliability`: 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.