# GAIP Integration & Protocol Agent (remote · www.gaipagents.com)

Agent Observatory: checks A2A, MCP and OpenAPI declarations and logs published changes.

- Trust score: 63/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-28

## Components

- remote · `www.gaipagents.com`: 63/100 (this document), [markdown](https://verifymcp.io/servers/tjcgraham-rgb-gaip-integration-protocol/mcp-agents-integration-protocol.md), [page](https://verifymcp.io/servers/tjcgraham-rgb-gaip-integration-protocol/mcp-agents-integration-protocol)

## Channel facts

- Endpoint: `https://www.gaipagents.com/mcp/agents/integration-protocol`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-28.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: this server exposes a tool marked destructive (gaip_watch_remove) and its handshake is open, but we could not confirm whether a tool call is gated, so we do not assert it is callable unauthenticated.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 73/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1350 tokens (~192/item across 7 items; 7 tools + 0 resources), over budget; trim descriptions and params.
  - Tools include usage examples.
- **Stability & Change Management**: 3/100
  - Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 79/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 38% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - All 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.
  - An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the GAIP Integration & Protocol Agent MCP server?

GAIP Integration & Protocol Agent is a hosted endpoint at https://www.gaipagents.com/mcp/agents/integration-protocol, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http tjcgraham-rgb-gaip-integration-protocol 'https://www.gaipagents.com/mcp/agents/integration-protocol'
```

### Cursor

```json
{
  "mcpServers": {
    "tjcgraham-rgb-gaip-integration-protocol": {
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "tjcgraham-rgb-gaip-integration-protocol": {
      "type": "http",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}
```

### Codex

```toml
[mcp_servers.tjcgraham-rgb-gaip-integration-protocol]
url = "https://www.gaipagents.com/mcp/agents/integration-protocol"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "tjcgraham-rgb-gaip-integration-protocol": {
      "type": "remote",
      "url": "https://www.gaipagents.com/mcp/agents/integration-protocol",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add tjcgraham-rgb-gaip-integration-protocol --url 'https://www.gaipagents.com/mcp/agents/integration-protocol' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  tjcgraham-rgb-gaip-integration-protocol:
    url: "https://www.gaipagents.com/mcp/agents/integration-protocol"
```

### Netclaw

```json
{
  "McpServers": {
    "tjcgraham-rgb-gaip-integration-protocol": {
      "Transport": "http",
      "Url": "https://www.gaipagents.com/mcp/agents/integration-protocol"
    }
  }
}
```

### Vellum

```bash
assistant mcp add tjcgraham-rgb-gaip-integration-protocol -t streamable-http -u 'https://www.gaipagents.com/mcp/agents/integration-protocol'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-28 (score 63, −4)

- [security regression] Authorization: partial → unverified
- [functional regression] Schema quality: pass → fail
- [functional improvement] Tool coverage: 0% → 38%
- [functional improvement] Stability: unverified → 0.03
- [functional improvement] Schema quality: fail → pass
- [functional] Schema quality: fair → good
- [functional] Destructive annotations: pass → 100
- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server
- [functional] Server version: 1.0.0 → 1.1.0

### 2026-09-27 (score 67)

First indexed and scored.

## MCP tools (7)

### `check_agent_conformance` (~350 tokens)

Check an agent interface

Check any AI agent before you install or call it. Pass just its `url` (site, A2A agent card, MCP server card / server.json or OpenAPI link): GAIP fetches the card, validates it against the A2A, MCP or OpenAPI spec, tests that its endpoint answers and returns READY / FIXES_NEEDED / NO_AGENT_CARD / UNREACHABLE. Or pass the card itself as `metadata`. Every finding has a severity, JSON path, plain-English fix and spec link, plus a 0-100 score and a JSON Patch with placeholders; the receipt verifies with verify_gaip_receipt. Set mode=VERIFY_BEFORE_CALL with `target` to get task-specific evidence about a counterparty instead. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `data_classification` (string)
- `declared_identity` (string)
- `expected_endpoint` (string): Optional: the endpoint you expect; a different primary endpoint is reported as ENDPOINT_DRIFT.
- `intended_task` (string)
- `metadata` (object)
- `mode` (string)
- `protocol` (string): Counterparty protocol. Inferred from metadata when omitted, otherwise MCP.
- `source_url` (string): Optional: where `metadata` was published, used only to resolve relative endpoints. Never fetched.
- `target`
- `url` (string): Public https link to an agent, its A2A agent card, MCP server description or OpenAPI document. GAIP fetches, validates and reach-tests it. Use instead of metadata.

### `gaip_watch_register` (~298 tokens)

Watch an agent, card or delivery

Keep watching an agent you depend on, for free. kind=AGENT_READINESS re-checks an agent URL's readiness, SUPPLIER_CARD re-fetches its published card and flags BREAKING / NON_BREAKING changes, DELIVERY_TERMS replays witness terms (terms_id from witness_register_terms) and flags NOT_MET. Pass the `continuity_handle` an earlier GAIP result gave you (it proves the watches are yours) and optionally your own public https `webhook_url`: changes are POSTed there signed with X-GAIP-Signature (HMAC-SHA256; the `webhook_secret` is shown once). FREE: 3 watches, each checked at most every 24 hours; every change gets a receipt. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `continuity_handle` (object, required): The continuity_handle from an earlier GAIP result; proves you own these watches.
- `data_classification` (string)
- `interval_hours` (integer)
- `kind` (string, required)
- `target_url` (string): Public https URL (AGENT_READINESS, SUPPLIER_CARD). No query string.
- `terms_id` (string): DELIVERY_TERMS: terms_id from witness_register_terms.
- `webhook_url` (string): Optional: your own public https endpoint for signed change events.

### `gaip_watch_list` (~92 tokens)

List my watches

See your watches: kind, target, last verdict, last and next check, and webhook endpoint (never the secret). Pass your `continuity_handle`. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `continuity_handle` (object, required): The continuity_handle from an earlier GAIP result; proves you own these watches.

### `gaip_watch_remove` (~98 tokens)

Remove a watch

Stop a watch: pass your `continuity_handle` and the `watch_id`. Its stored events are deleted; retained receipts stay verifiable. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `continuity_handle` (object, required): The continuity_handle from an earlier GAIP result; proves you own these watches.
- `watch_id` (string, required)

### `gaip_watch_events` (~113 tokens)

Read watch change events

Read recent change events for your watches (all, or one `watch_id`): verdict before and after, a compact change summary, the event receipt and whether the webhook delivery succeeded. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `continuity_handle` (object, required): The continuity_handle from an earlier GAIP result; proves you own these watches.
- `limit` (integer)
- `watch_id` (string)

### `gaip_observatory_lookup` (~149 tokens)

What has an MCP server or A2A agent published over time? Pass a `url` or `name` to find its Observatory target_id, or a `target_id` for its dated facts: status history, manifest hash and bounded snapshot, conformance codes, metadata-signal rules (pattern present / not present) and the receipted change log. Facts observed at a time; not an assessment of safety or quality. Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `name` (string)
- `target_id` (string)
- `url` (string)

### `gaip_manifest_changes` (~110 tokens)

Read the Agent Observatory's hash-chained Manifest Transparency Log: which published manifests changed, before/after hashes, neutral change facts and receipts. Optional `target_id`, `since` (RFC 3339), `limit` (max 100). Free, read-only, no account. Inputs must be public and non-personal; calling declares that (data_classification defaults to PUBLIC).

Input parameters:

- `limit` (integer)
- `since` (string)
- `target_id` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/tjcgraham-rgb-gaip-integration-protocol/mcp-agents-integration-protocol#diagnostics

## Score history

- 2026-09-28: 63
- 2026-09-27: 67

## Common questions

### What is the GAIP Integration & Protocol Agent MCP server?

GAIP Integration & Protocol Agent is an MCP server listed in the public MCP registry as io.github.tjcgraham-rgb/gaip-integration-protocol. Agent Observatory: checks A2A, MCP and OpenAPI declarations and logs published changes. This page covers its hosted endpoint (https://www.gaipagents.com/mcp/agents/integration-protocol).

### Is the GAIP Integration & Protocol Agent MCP server safe to use?

GAIP Integration & Protocol Agent scores 63 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the GAIP Integration & Protocol Agent MCP server expose?

GAIP Integration & Protocol Agent exposes 7 tools: check_agent_conformance, gaip_watch_register, gaip_watch_list, gaip_watch_remove, gaip_watch_events, and 2 more. Their descriptions and schemas cost roughly 1,210 tokens of context every time the server is loaded.

### Does the GAIP Integration & Protocol Agent MCP server require authentication?

No. We connected to GAIP Integration & Protocol Agent without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the GAIP Integration & Protocol Agent MCP server still maintained?

GAIP Integration & Protocol Agent is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://www.gaipagents.com/mcp/agents/integration-protocol
- Repository: https://github.com/tjcgraham-rgb/-gaip-agent-to-art-prototype
- Website: https://www.gaipagents.com/agents/integration-protocol
- Changelog RSS feed: https://verifymcp.io/servers/tjcgraham-rgb-gaip-integration-protocol/mcp-agents-integration-protocol.xml
- Changelog JSON feed: https://verifymcp.io/servers/tjcgraham-rgb-gaip-integration-protocol/mcp-agents-integration-protocol.json
- HTML version of this page: https://verifymcp.io/servers/tjcgraham-rgb-gaip-integration-protocol/mcp-agents-integration-protocol