Awesome Data-related MCP Services

A curated list of modern-data-stack projects that expose a Model Context Protocol (MCP) server to enable LLMs / agents

As of June 2025, the list was created while doing a few hours of research/curation with help from gpt-o3. Hoping to leverage the community to augment this list and keep it up to date in a fast-changing landscape.

Please contribute by adding new projects or updating existing ones, with relevant high-level details about the MCP server implementation.

BI & Analytics

• Apache Superset
  • (Official) Superset Improvement Proposal SIP-171: Model Context Protocol Service
  • (Community-contributed) superset-mcp, implemented as an MCP-to-REST-bridge
• Hex: hex-mcp
• Lightdash — lightdash-mcp-server
• Looker — Looker MCP Concept

Transformation & Orchestration

• Airflow - mcp-server-apache-airflow
• dbt Labs — dbt-mcp
• Dagster
  • Accelerate Data Pipeline Development with Dagster Components
  • mcp-server-dagster
• Prefect - mcp-prefect

Data Integration / Sync

• Airbyte
  • How we built an MCP Server to create data pipelines
  • PyAirbyte MCP
• Fivetran — mcp-fivetran demo server

Data Catalog & Observability

• DataHub - mcp-server-datahub
• Secoda — Secoda MCP Server
• Monte Carlo Data — MCP Quick-Start Guide

Databases

• Snowflake
  • Quickstart: Build an MCP Server for Cortex Agents
  • snowflake-mcp
  • sfguide-mcp-cortex-agents
• MotherDuck / DuckDB — mcp-server-motherduck
• BigQuery - mcp-server-bigquery

Contributing

1. Add the project under the correct heading.
2. Keep descriptions short and include at least one public link.
3. Alphabetize entries within each section.