Index / ARD publishers / clickhouse.com

clickhouse.com

clickhouse.com 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 31 August 2026.

Declared resourceType
ClickHouse Cloud MCP Serveranswers in 241ms
Remote MCP server for ClickHouse Cloud: explore schemas and run SQL queries against your ClickHouse Cloud services.
endpoint: https://mcp.clickhouse.cloud/mcp/server-card
identifier: urn:air:clickhouse.com:cloud
published to be found for: query my ClickHouse Cloud database · list the tables in my ClickHouse service and describe their schemas · run this SQL against ClickHouse from my agent
clickhouse mcp sql analytics
application/mcp-server-card+json
Managed ClickStack MCP Servernot yet checked
Remote MCP server for Managed ClickStack: search logs, traces, and metrics in your ClickStack observability data.
endpoint: https://mcp.clickhouse.cloud/clickstack/server-card
identifier: urn:air:clickhouse.com:clickstack
published to be found for: search my logs for errors in the last hour · find slow traces in my observability data · investigate a production incident with ClickStack
clickstack mcp observability logs traces
application/mcp-server-card+json
ClickHouse API cataloganswers in 213ms
RFC 9727 catalog of ClickHouse public APIs, including the ClickHouse Cloud management API with its OpenAPI description.
endpoint: https://clickhouse.com/.well-known/api-catalog
identifier: urn:air:clickhouse.com:api-catalog
published to be found for: manage ClickHouse Cloud services programmatically · find the OpenAPI spec for the ClickHouse Cloud API
clickhouse api openapi
application/linkset+json
ClickHouse getting-started skillnot yet checked
Get started with ClickHouse. What it is, and how to install, run, and query ClickHouse locally and in ClickHouse Cloud using the clickhousectl CLI. Use this when a user wants to understand ClickHouse or start building with it.
endpoint: https://clickhouse.com/SKILL.md
identifier: urn:air:clickhouse.com:skill:clickhouse
published to be found for: what is ClickHouse and when should I use it · install and run ClickHouse locally · start building an application on ClickHouse
clickhouse getting-started
application/ai-skill+md
chdb-datastoreanswers in 246ms
Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also handles reading from S3, MyS...
endpoint: https://clickhouse.com/.well-known/agent-skills/chdb-datastore.tar.gz
identifier: urn:air:clickhouse.com:skill:chdb-datastore
published to be found for: speed up my slow pandas code on a large dataset · query parquet files in S3 as a pandas DataFrame · join MySQL and Postgres data in Python without a server
chdb python pandas dataframes
application/ai-skill-archive+gzip
chdb-sqlanswers in 149ms
Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake) without setting up a server. Provides chDB — embedded C...
endpoint: https://clickhouse.com/.well-known/agent-skills/chdb-sql.tar.gz
identifier: urn:air:clickhouse.com:skill:chdb-sql
published to be found for: run ClickHouse SQL on local parquet files without a server · query CSV and JSON files with SQL from Python · read S3 or Iceberg tables with ClickHouse table functions in Python
chdb python sql embedded
application/ai-skill-archive+gzip
clickhouse-architecture-advisornot yet checked
MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs. Complements clickhouse-best-practices with decision frameworks and explicit provenance l...
endpoint: https://clickhouse.com/.well-known/agent-skills/clickhouse-architecture-advisor.tar.gz
identifier: urn:air:clickhouse.com:skill:clickhouse-architecture-advisor
published to be found for: design a ClickHouse architecture for high-volume event ingestion · should I use materialized views or projections for this workload · how should I model multi-tenant analytics in ClickHouse
clickhouse architecture data-modeling
application/ai-skill-archive+gzip
clickhouse-best-practicesnot yet checked
MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 31 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.
endpoint: https://clickhouse.com/.well-known/agent-skills/clickhouse-best-practices.tar.gz
identifier: urn:air:clickhouse.com:skill:clickhouse-best-practices
published to be found for: review my ClickHouse schema for problems · is my ClickHouse ORDER BY key right for this query pattern · why is this ClickHouse query slow
clickhouse sql schema-design performance
application/ai-skill-archive+gzip
clickhouse-js-node-troubleshootingnot yet checked
Troubleshoot and resolve common issues with the ClickHouse Node.js client (@clickhouse/client). Use this skill whenever a user reports errors, unexpected behavior, or configuration questions involving the Node.js client specifically — including socket hang-...
endpoint: https://clickhouse.com/.well-known/agent-skills/clickhouse-js-node-troubleshooting.tar.gz
identifier: urn:air:clickhouse.com:skill:clickhouse-js-node-troubleshooting
published to be found for: my Node.js ClickHouse client keeps throwing socket hang up errors · inserts from @clickhouse/client fail intermittently · ClickHouse Node.js connection drops randomly under load
clickhouse nodejs javascript troubleshooting
application/ai-skill-archive+gzip
clickstack-otel-collectornot yet checked
Use when a user wants to wire an OpenTelemetry collector into a Managed ClickStack service on ClickHouse Cloud, either by deploying a new local collector (Docker run or Docker Compose) or by configuring their own existing collector, then send rich synthetic...
endpoint: https://clickhouse.com/.well-known/agent-skills/clickstack-otel-collector.tar.gz
identifier: urn:air:clickhouse.com:skill:clickstack-otel-collector
clickhouse
application/ai-skill-archive+gzip
infra-clickhouseanswers in 136ms
Sets up and manages ClickHouse using the clickhousectl CLI — installs and runs a local ClickHouse server for development, and creates managed ClickHouse Cloud services for production (authentication, service creation, schema migration, application connectio...
endpoint: https://clickhouse.com/.well-known/agent-skills/infra-clickhouse.tar.gz
identifier: urn:air:clickhouse.com:skill:infra-clickhouse
clickhouse
application/ai-skill-archive+gzip
infra-postgresanswers in 340ms
Sets up and manages Postgres using the clickhousectl CLI — runs a local Docker-backed Postgres for development, and creates and operates managed ClickHouse Cloud Postgres services (connections, TLS, runtime config, read replicas, failover, point-in-time res...
endpoint: https://clickhouse.com/.well-known/agent-skills/infra-postgres.tar.gz
identifier: urn:air:clickhouse.com:skill:infra-postgres
clickhouse
application/ai-skill-archive+gzip
Source: https://clickhouse.com/.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, 6 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.

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