Structural grade · AI Catalog 1.0
Near-Conformant
Correctly shaped — every hard check passes — but optional affordances are missing.
ARD conformance-test v0.9.1 (ards-project/ard-spec)
PASS
Declared identity
404
did:web:doc.getlago.com —
resolving it returns 404. A did:web: that does not resolve is a string, not an identity, and does not earn the identity affordance here.
Discovery path
ard.json
Served at /.well-known/ard.json — the path ARD v0.91 says a consumer MUST fetch.
Declared spec version
1.0
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.
Lago Docs MCP
urn:air:doc.getlago.com:mcp:documentation
Read-only search and retrieval tools for Lago guides, API references, examples, and operational documentation.
- “How do I send usage events to Lago?”
- “Which Lago API endpoint creates a customer?”
- “How should I process Lago webhooks safely?”
Lago Product MCP
urn:air:doc.getlago.com:mcp:billing-operations
Open-source Dockerized MCP server for authenticated access to Lago billing data and operations.
- “Show pending Lago invoices”
- “Find failed invoice payments”
- “Retrieve Lago customers and usage events”
Lago REST API OpenAPI Contract
urn:air:doc.getlago.com:api:openapi
OpenAPI 3.1 discovery profile for authentication, usage events, customers, subscriptions, plans, invoices, and typed errors.
- “Generate a Lago API client from OpenAPI”
- “What authentication scheme does the Lago API use?”
- “What error object does Lago return?”
Lago Billing Integration Skill
urn:air:doc.getlago.com:skill:billing-integration
Instructions for agents building usage metering, pricing, subscriptions, invoicing, payments, and billing operations with Lago.
- “Design a usage-based billing workflow with Lago”
- “Configure a Lago plan for hybrid pricing”
- “Integrate Lago invoice and payment webhooks”
Lago Billing Agent Plugin
urn:air:doc.getlago.com:plugin:lago-billing
Portable Agent Plugin manifest for Lago billing guidance and the read-only Lago Docs MCP server.
- “Install Lago billing guidance in an agent client”
- “Connect an agent to the Lago Docs MCP server”
Evidence. Fetched
https://doc.getlago.com/.well-known/ard.json on 2026-09-13, HTTP
200. The verbatim body is stored alongside its manifest in the
Lago repository
as
ai-catalog/lago-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=lago&limit=10"
Everything under a tag
curl "https://apis.io/api/v1/tags/lago"
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