MCP servers - Data and BI
MCP servers for data and BI
Warehouses, catalogs, pipelines and BI tools an agent can query in natural language. 19 official servers from 14 vendors, 8 of them hosted by the vendor, each with setup copied from the vendor's own docs.
Last verified
Servers
- AdobeStatus: Beta
Adobe Real-Time CDP MCP server
Adobe-hosted MCP server for querying Real-Time CDP audiences, audience evaluation and export jobs, destinations, sources and flow run history in natural language.
Transport: Streamable HTTPAuth: OAuth - Airbyte
Airbyte Agent MCP server
Hosted MCP server for Airbyte Agents that gives AI agents authenticated read and write access to business apps such as CRMs, support desks and billing tools through Airbyte agent connectors.
Transport: Streamable HTTPAuth: OAuth - AirbyteStatus: Beta
Airbyte MCP server
Hosted MCP server that connects AI agents to an Airbyte Cloud organization to build, monitor and troubleshoot data pipelines, and (with the context layer enabled) read live data directly from supported sources and destinations. A local version runs against self-managed Airbyte Core via the PyAirbyte package.
Transport: Streamable HTTP, stdioAuth: OAuth or API key - AtlanStatus: GA
Atlan MCP server
Hosted MCP server that lets AI clients search the Atlan catalog, traverse lineage, read and update governed metadata, glossaries and data quality rules, and run read-only SQL against connected warehouses. Calls run with the signed-in user's Atlan permissions.
Transport: Streamable HTTPAuth: OAuth or API key - DatabricksStatus: GA
Genie One MCP server
A Databricks-provided MCP (system.ai.genie_one_mcp) governed through Unity Gateway that sends natural-language data questions to Genie One, which writes SQL and returns answers grounded in Genie Ontology with links back to Databricks sources. Unity Catalog permissions are enforced on every request.
Transport: Streamable HTTPAuth: OAuth or API key - dbt LabsStatus: GA
dbt MCP server
MCP server that gives AI clients access to dbt project metadata, the Semantic Layer, Discovery and Admin APIs, SQL execution and text-to-SQL, plus dbt CLI commands when self-hosted. Available as a self-hosted Python package (uvx dbt-mcp) or a remote server hosted on the dbt platform.
Transport: Streamable HTTP, stdioAuth: OAuth or API key - ElasticStatus: GA
Elastic Agent Builder MCP server
MCP endpoint built into Kibana that exposes Elastic Agent Builder's built-in and custom tools to outside MCP hosts, for example running ES|QL queries, searching indices or querying observability and security data. It replaces the standalone Elasticsearch MCP Server.
Transport: Streamable HTTPAuth: OAuth or API key - FivetranStatus: Preview
Fivetran Agent Context MCP server
Hosted MCP server that exposes a context layer built with Fivetran Context Layer to AI agents, so clients can run read-only SQL over business definitions, metrics and operational data in the connected warehouse.
Transport: Streamable HTTPAuth: OAuth or API key - Fivetran
Fivetran MCP server
Self-hosted Python MCP server from Fivetran's GitHub org that wraps the Fivetran REST API, letting an agent discover endpoints and inspect or manage connections, destinations and other resources. Read-only by default; write and delete scopes are opt-in.
Transport: stdio, Streamable HTTPAuth: API key - Google CloudStatus: GA
BigQuery remote MCP server
Google-hosted remote MCP server that lets agents list BigQuery datasets and tables, inspect schemas, and run SQL queries and jobs in a Google Cloud project.
Transport: Streamable HTTPAuth: OAuth - Google Cloud (Looker)Status: Preview
Looker-managed MCP server
MCP server built into Looker-hosted instances at LOOKER_INSTANCE_URL/mcp that lets AI agents query LookML models, work with Looks and dashboards, run instance health checks and author LookML under the authenticated user's permissions.
Transport: Streamable HTTPAuth: OAuth - IBM
IBM Data Intelligence MCP server
MCP server for IBM watsonx.data intelligence (SaaS or Cloud Pak for Data 5.2.1) that exposes data intelligence services as MCP tools, prompts and optional agent skills.
Transport: stdio, Streamable HTTPAuth: API key - IBM
IBM MDM MCP server
MCP server that lets AI assistants search master data, retrieve the data model and fetch records and entities from IBM Master Data Management (formerly IBM Match 360) on IBM Cloud or Software Hub.
Transport: stdio, Streamable HTTPAuth: API key - IBM
IBM watsonx.data MCP server
MCP server for IBM watsonx.data lakehouses with tools for instance status, Presto and Spark engines, catalog and schema exploration, SQL query execution, Spark applications and data ingestion.
Transport: stdio, Streamable HTTPAuth: API key - IBM
watsonx.data Document Library Retrieval MCP server
MCP server that discovers watsonx.data document libraries, registers each as an MCP tool and answers natural language queries against them.
Transport: stdio, SSEAuth: API key - MetabaseStatus: GA
Metabase MCP server
MCP server built into Metabase, served from each instance's /api/metabase-mcp endpoint, that lets AI clients search, browse, query and create Metabase content scoped to the connecting user's permissions.
Transport: Streamable HTTPAuth: OAuth - MicrosoftStatus: Preview
Microsoft Fabric MCP server
Microsoft's local MCP server that gives agents Fabric API specifications, item definition schemas and best practices, plus authenticated tools for OneLake files and tables, workspaces and Data Factory pipelines.
Transport: stdioAuth: Other - Ramp
Ramp Data MCP server
Hosted MCP server exposing Ramp's datasets, Ramp Rate software adoption benchmarks and AI Index business AI adoption metrics, on one connection. Access requires provisioned API credentials.
Transport: Streamable HTTPAuth: API key - Tableau (Salesforce)Status: GA
Tableau MCP server
Tableau's official MCP server, offered as a hosted service at mcp.tableau.com for Tableau Cloud or self-hosted via npm for Tableau Server and Cloud, exposing tools to query published data sources, explore workbooks and views, and work with Pulse metrics.
Transport: Streamable HTTP, stdioAuth: OAuth or API key
Compare at a glance
Stage is the vendor's own label. Runs says whether the vendor hosts the server, it runs on your own instance, or you install it locally.
| Server | Stage |
|---|---|
| Adobe Real-Time CDP MCP serverAdobe | Status: Beta |
| Airbyte Agent MCP serverAirbyte | Status: Unlabelled |
| Airbyte MCP serverAirbyte | Status: Beta |
| Atlan MCP serverAtlan | Status: GA |
| Genie One MCP serverDatabricks | Status: GA |
| dbt MCP serverdbt Labs | Status: GA |
| Elastic Agent Builder MCP serverElastic | Status: GA |
| Fivetran Agent Context MCP serverFivetran | Status: Preview |
| Fivetran MCP serverFivetran | Status: Unlabelled |
| BigQuery remote MCP serverGoogle Cloud | Status: GA |
| Looker-managed MCP serverGoogle Cloud (Looker) | Status: Preview |
| IBM Data Intelligence MCP serverIBM | Status: Unlabelled |
| IBM MDM MCP serverIBM | Status: Unlabelled |
| IBM watsonx.data MCP serverIBM | Status: Unlabelled |
| watsonx.data Document Library Retrieval MCP serverIBM | Status: Unlabelled |
| Metabase MCP serverMetabase | Status: GA |
| Microsoft Fabric MCP serverMicrosoft | Status: Preview |
| Ramp Data MCP serverRamp | Status: Unlabelled |
| Tableau MCP serverTableau (Salesforce) | Status: GA |
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