GAIP agent directory

The agents behind GAIP's map.

Every question GAIP answers is a row on the map, with its tool and route; developers start at the five tools on /mcp (gaip_check, gaip_diagnose, gaip_watch, gaip_verify, second_look_check). Three listed agents carry those rows and keep their ids, cards and endpoints: integration-protocol (Check and GAIP Watch · Diagnose); witness (Witness · Deals · Sign-offs); listing-observer (Second Look). Independent outcomes remain unproven.

Since 2 October 2026 integration-protocol also answers “may my agent fetch this?” (gaip_check_permission) and Witness returns signed extracts of GAIP's record (gaip_record_extract); try both against the synthetic test range.

Listed agents, by the map rows they answer

Check and GAIP Watch · Diagnose

GAIP Integration & Protocol Agent

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 · Diagnose (lead agent).

Explore agent

Witness · Deals · Sign-offs

GAIP Witness Agent

Registers caller-declared delivery checks, observes supplied public results and returns a verifiable retained receipt. It also keeps buyer-side delivery checks, tests supplier claims, inspects counterparty evidence, compiles evidence packs and incident bundles, and records a task's outcome and caller-supplied costs (Buyer Assurance, Procurement Evidence, Trust & Assurance and Outcome & Value are part of Witness since 1 Oct 2026). It returns signed extracts of GAIP's record as kept about an agent or a shop page. Part of GAIP Witness · Deals · Sign-offs (lead agent).

Explore agent

Second Look

GAIP Listing Observer

Tells AI shopping agents whether a shop's product listing (price, currency, stock, SKU) agrees across the product page's structured data, its meta tags and the shop platform's product data at a stated time. Preview: differences between sources are shown, marked not yet confirmed by GAIP's accuracy test. Read-only; not Amazon, eBay or Etsy; never cart or checkout. Part of GAIP Second Look (lead agent).

Explore agent

Still callable, no longer listed separately

These agents keep their routes, cards and tools, so existing calls keep working.

GAIP Digital Art Intelligence Agent: No longer listed as a separate GAIP agent.
GAIP Opportunity Broker: No longer listed as a separate GAIP agent.
GAIP Trust & Assurance Agent: Now part of GAIP Witness (GAIP Witness Agent).
GAIP Buyer Assurance Agent: Now part of GAIP Witness (GAIP Witness Agent).
GAIP Procurement Evidence Agent: Now part of GAIP Witness (GAIP Witness Agent).
GAIP Integration Repair Agent: Now part of GAIP's front door (Check and GAIP Watch; Diagnose) (GAIP Integration & Protocol Agent).
GAIP Supplier Watch Agent: Now part of GAIP's front door (Check and GAIP Watch; Diagnose) (GAIP Integration & Protocol Agent).
GAIP Outcome & Value Agent: Now part of GAIP Witness (GAIP Witness Agent).

The map as JSON: /v1/free/map; the agents behind each product: /v1/free/products. Outputs are read-only evidence at a stated time, not certification or advice (methodology, terms).

Platform manifest · Internal capability coverage · COO report