GAIP Integration & Protocol Agent
Behind Check and GAIP Watch, and Diagnose: A2A, MCP and OpenAPI checks with a dated change log.
| Endpoint | https://www.gaipagents.com/mcp/agents/integration-protocol (streamable-http) |
|---|---|
| Registry version | 1.5.0 |
| Now | 13 tools · grade D (59) · pin ts_25e4257381de4a791215867524526d0f · protocol 2025-06-18 |
| First / last listed | 2026-10-30 02:19 UTC / 2026-10-30 02:19 UTC |
| Grade over time | 2026-10-30: D (59), 13 tools |
Is this your server? Own a server? ToolFit hosted watch re-checks it every 24 h ($0.25 per 30 days) or 6 h ($0.60) and sends you an HMAC-signed webhook when its tools or grade change: POST https://api.youraitools.co/toolfit/v1/watch. To opt out, see About & opt-out.
Tools: 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
check_agent_conformance | 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. Free, read-only, no account; inputs must be public and non-personal. params: data_classification, declared_identity, expected_endpoint, intended_task, metadata, mode, protocol, source_url, target, url |
gaip_watch_register | 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. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal. params: continuity_handle*, data_classification, interval_hours, kind*, sla, target_url, terms_id, webhook_url |
gaip_watch_list | 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). Free, read-only, no account; inputs must be public and non-personal. params: continuity_handle* |
gaip_watch_remove | 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. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal. params: continuity_handle*, watch_id* |
gaip_watch_events | 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. Free, read-only, no account; inputs must be public and non-personal. params: continuity_handle*, limit, watch_id |
gaip_observatory_lookup | 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. Free, read-only, no account; inputs must be public and non-personal. params: name, target_id, url |
gaip_manifest_changes | 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. Free, read-only, no account; inputs must be public and non-personal. params: limit, since, target_id |
gaip_observatory_capture | 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. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal. params: protocol, url* |
gaip_tools_changed_since | 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. Free, read-only, no account; inputs must be public and non-personal. params: since, target_id, tool_digests, tools, tools_digest, url |
gaip_check_permission | 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. Free, read-only, no account; inputs must be public and non-personal. params: agent, url*, user_agent |
gaip_compare_supplier_snapshots | 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. Free, no account; records a GAIP receipt only. Inputs must be public and non-personal. params: continuity_handle, counterparty_id, current*, data_classification, episode_id, independent_operator_id, prior*, protocol, synthetic, task_class |
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. params: continuity_handle, counterparty_id, data_classification, episode_id, failure*, independent_operator_id, protocol, synthetic, task_class |
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. params: card, counterparty_id, data_classification, failure, failure_started_at, failures, lookback_days, protocol, supplier_url*, task_class, transport |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.