weaviate.io publishes an Agentic Resource Discovery manifest at /.well-known/ai-catalog.json, declaring what an AI agent can call on this domain. Everything below is read from that file. First seen by our crawler on 28 October 2026.
| Declared resource | Type |
|---|---|
| Weaviate authentication guideanswers in 290ms Machine-readable guidance for Weaviate Cloud API keys, applicable OIDC deployments, RBAC least privilege, credential rotation and revocation, Cloud onboarding, and official SDK installation. endpoint: https://weaviate.io/auth.mdidentifier: urn:air:weaviate.io:guide:authpublished to be found for: how do I authenticate to Weaviate Cloud · which Weaviate SDKs are officially maintained · how do I rotate a Weaviate API key weaviate authentication authorization rbac sdk | text/markdown |
| Weaviate llms.txt navigation indexanswers in 108ms Condensed product guidance for language models following the llms.txt convention: what Weaviate is, recommended server and client versions, architecture, use cases, and canonical links. endpoint: https://weaviate.io/llms.txtidentifier: urn:air:weaviate.io:guide:llms-indexpublished to be found for: which Weaviate client library version should I use · give me a condensed overview of the Weaviate stack for an LLM weaviate llms-txt documentation | text/plain |
| Weaviate pricing guidance (markdown)answers in 316ms Plan tiers, prices, and feature breakdowns for Weaviate Database and Engram, including the pricing dimensions that drive a Database bill and the per-run model that drives an Engram bill. endpoint: https://weaviate.io/pricing.mdidentifier: urn:air:weaviate.io:guide:pricingpublished to be found for: what does Weaviate cost · compare the Weaviate Cloud database plans · how is Engram billed pricing plans weaviate-cloud engram | text/markdown |
| Weaviate quickstart guidance (markdown)answers in 329ms Shortest path to a working Weaviate setup: connect to Weaviate Cloud or a local instance, create a collection, insert data, and run a semantic or hybrid query. endpoint: https://weaviate.io/quickstart.mdidentifier: urn:air:weaviate.io:guide:quickstartpublished to be found for: how do I get started with Weaviate · connect to Weaviate and run my first hybrid query quickstart weaviate documentation | text/markdown |
| Weaviate resources for AI agentsanswers in 349ms Entry point for AI agents and coding assistants: which Weaviate resource to use for which task, how to install the official Weaviate Agent Skills, and the default recommendations for building on Weaviate. endpoint: https://weaviate.io/agents.mdidentifier: urn:air:weaviate.io:guide:agentspublished to be found for: which Weaviate resource should an AI agent start from · how do I install the official Weaviate agent skills · what is the recommended way for a coding agent to use Weaviate weaviate agents documentation getting-started | text/markdown |
| weaviate.io site index (markdown)answers in 363ms Markdown overview of weaviate.io with links to the markdown version of each main page: quickstart, product, deployment, pricing, security, and learning resources. endpoint: https://weaviate.io/index.mdidentifier: urn:air:weaviate.io:guide:site-indexpublished to be found for: what is Weaviate · list the main pages of weaviate.io in markdown weaviate site-index documentation | text/markdown |
| Weaviate REST API descriptionanswers in 874ms Machine-readable description of the Weaviate REST API in Swagger 2.0 (OpenAPI 2.0) format. It covers REST endpoints only: most client read and write operations use gRPC and are not described here. endpoint: https://docs.weaviate.io/openapi.jsonidentifier: urn:air:weaviate.io:api:restpublished to be found for: which REST endpoints does Weaviate expose · how do I create a Weaviate collection over REST · what does the Weaviate nodes endpoint return api openapi swagger rest schema objects batch backups | application/openapi+json |
| weaviate.io sitemapanswers in 81ms XML sitemap listing every indexable URL on weaviate.io. endpoint: https://weaviate.io/sitemap.xmlidentifier: urn:air:weaviate.io:index:sitemappublished to be found for: list every page on weaviate.io · enumerate the indexable URLs for weaviate.io sitemap discovery | application/xml |
| Weaviate Cookbooks (Agent Skill)answers in 534ms Official Agent Skill containing architectural blueprints for building AI applications on Weaviate: Query Agent chatbot, data explorer, multimodal PDF RAG, basic and advanced RAG, basic and agentic agents, plus optional frontend guidance. endpoint: https://github.com/weaviate/agent-skills/tree/main/skills/weaviate-cookbooksidentifier: urn:air:weaviate.io:skill:weaviate-cookbookspublished to be found for: scaffold a RAG application on top of Weaviate · build a multimodal PDF search app with Weaviate · show me a reference architecture for an agentic RAG pipeline agent-skill weaviate rag reference-architecture basic_rag advanced_rag agentic_rag pdf_multimodal_rag | application/ai-skill |
| Weaviate Database Operations (Agent Skill)answers in 479ms Official Agent Skill for working with Weaviate collections: semantic, keyword, and hybrid search, natural-language queries with generated answers, collection creation and inspection, filtered fetching, and data import from PDF, CSV, JSON, and JSONL. Install... endpoint: https://github.com/weaviate/agent-skills/tree/main/skills/weaviateidentifier: urn:air:weaviate.io:skill:weaviatepublished to be found for: run a hybrid search over my Weaviate collection · create a Weaviate collection and import a CSV file · ask a natural language question over data stored in Weaviate agent-skill weaviate vector-search hybrid-search semantic_search keyword_search hybrid_search query_search | application/ai-skill |
https://weaviate.io/.well-known/ai-catalog.json, this publisher's own file. Identifiers are reproduced exactly as published.
Note: this is the pre-v0.91 path. The specification renamed the manifest to /.well-known/ard.json, and most of the ecosystem still serves the older name.
Of the resources listed, 10 have been probed for reachability.
"Answers" and "no response" describe only whether an endpoint replied when last probed:
services go down and come back, and an entry is demoted rather than removed. None of this
is a trust, quality or safety rating.
https://neuronto.com/search, or connect an agent to https://neuronto.com/mcp.
If this is your domain, the free console shows what a registry
sees when it reads your manifest. To hear when any of it changes,
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monitoring is $19 a month, the first 14 days free.