About Awesome Data MCP
Awesome Data MCP is an MCP server published by preset-io in the Developer Tools category: a list of MCP services for popular data tools.
The repository has 20 stars and 6 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.
Install
git clone https://github.com/preset-io/awesome-data-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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Static checks derived from the repository 6 days ago. Heuristics on the source, not an audit.
- ✓README presentThe repository ships documentation.
- ✓License declaredUsable under a stated license.
- !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
- !Dependencies pinnedNo lockfile. Installs can pull different code over time.
- !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.
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README
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
- Prefect - mcp-prefect
Data Integration / Sync
- Airbyte
- Fivetran — mcp-fivetran demo server
Data Catalog & Observability
- DataHub - mcp-server-datahub
- Secoda — Secoda MCP Server
- Monte Carlo Data — MCP Quick-Start Guide
- Select Star - Select Star MCP Server
Databases
- Snowflake
- MotherDuck / DuckDB — mcp-server-motherduck
- BigQuery - mcp-server-bigquery
Contributing
- Add the project under the correct heading.
- Keep descriptions short and include at least one public link.
- Alphabetize entries within each section.
README fetched from the repository 6 days ago. The original is authoritative.