Structural grade · AI Catalog 1.0
Flavored
Fails a hard check in the data model. A catalog in spirit rather than in schema.
ARD conformance-test v0.9.1 (ards-project/ard-spec)
PASS
Discovery path
ard.json
Served at /.well-known/ard.json — the path ARD v0.91 says a consumer MUST fetch.
Declared spec version
none
The specVersion in the manifest. 1.0 is current for the AI Catalog data model; anything lower is an earlier draft. ARD reads this field as transport-defined and ignores it.
Guild Public API (OpenAPI spec)
urn:air:guild.ai:api:openapi-spec
Machine-readable OpenAPI 3.0 spec for the Guild public API: accounts, agents, sessions, skills, and workspaces. Authenticated with an account API key (HTTP Basic). See https://docs.guild.ai/api-reference/introduction for scopes and conventions.
- “How do I start a chat with a Guild agent through the API?”
- “What scope does creating a Guild workspace require?”
- “How do I list an account's agents programmatically?”
Guild documentation index (llms.txt)
urn:air:guild.ai:docs:llms-index
Full index of Guild's documentation in llms.txt format: guides, platform reference, CLI reference, SDK docs, and integrations, beyond just the public API.
- “What is Guild and who is it for?”
- “How do I install the Guild CLI and build my first agent?”
- “What agent types does Guild support?”
Evidence. Fetched
https://docs.guild.ai/.well-known/ard.json on 2026-09-13, HTTP
200. The verbatim body is stored alongside its manifest in the
Guild.ai repository
as
ai-catalog/guildai-ai-catalog.json. Nothing on this page is derived
or generated: an AI Catalog manifest is served from the publisher’s own domain or it does not
exist, which makes it — like an
A2A Agent Card — one of the few agent artifacts that cannot be
produced on a provider’s behalf. Grades are recomputed on every build; the specification is a
v0.9 draft and
these verdicts will move when it does.
Every descriptor here is available over the APIs.io API and to AI agents over MCP. Agent Discovery is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.
MCP server
One button, every client — Claude, Cursor, VS Code and the rest.
https://apis.io/mcp
Tools for agent discovery
3 MCP tools reach this
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.
All 92 tools →
Call it yourself
curl for this page
Search the catalog
curl "https://apis.io/api/v1/search?q=guildai&limit=10"
Everything under a tag
curl "https://apis.io/api/v1/tags/guildai"
Discovery needs no key. Ratings and market analysis are Pro.
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