51 published MCP servers in this category · all categories
Data engineering MCP servers connect assistants to data pipelines, transformation projects and data platform operations. They can help inspect a pipeline run, retrieve catalogue information or manage a supported ingestion job. Database querying alone does not establish pipeline orchestration support.
Compare source and destination support, transformations and execution history. Check whether the integration reads pipeline state or starts a job, and retain the run identifier when investigating a failure. File conversion and business reporting have separate categories for those narrower tasks.
Browse the servers below for available tools, connection options and links to the maintainer’s documentation. A server can belong to several categories when it supports several kinds of work.
Checks the status of Airbyte connections through the Claude Desktop MCP protocol.
AgentMode is an all-in-one Model Context Protocol (MCP) server that connects your coding AI to dozens of databases, data warehouses, and data pipelines.
Let AI agents query data and act across all your business apps via MCP.
The PyAirbyte Managed Code Provider (MCP) service is an AI-powered backend that generates PyAirbyte pipeline code and instructions. It leverages
Placeholder for the old Airflow package
A Model Context Protocol (MCP) server for Apache Airflow that enables standardized access to DAG metadata, run status, and task insights, allowing seamless integration with MCP clients for…
A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling seamless integration with MCP clients. This project provides a
Personality-conditioned idea generation, official BLS OEWS wage data, real-time FRED labor market signals, and pre-built harnesses tuned to specific life stages — without building and maintaining…
:heavy_exclamation_mark: This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified
List reverse-ETL sources, destinations, models, syncs and runs; trigger syncs into SaaS tools.
Prevent cross-repo architectural breakage before merge. Architecture knowledge graph from static analysis, blast radius in CI, MCP server for AI
Two ways to use it: connect any MCP client to the hosted endpoint (https://mcp.crawlora.net/mcp), or run the small open‑source local server in this repo (npx / Docker, stdio) — both expose the same…
An MCP server that gives AI agents full visibility and control over your Dagster instance — like an SRE for your data pipelines.
Databox MCP is a [Model Context Protocol](https://modelcontextprotocol.io/) server that connects your business data to AI assistants. Ask questions
data.gouv.fr MCP — French open-data catalogue.
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage ELT pipelines.
Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and
dbt MCP — manifest/run_results/sources/catalog parsing + DQ result tables (BigQuery/Postgres)
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI coding agents to interact with dbt projects through standardized MCP
If you like this repo, leave a ⭐️ — it means a lot!
Predicts the DDL a dbt change will execute, before you run it. Reads files, not the warehouse.
MCP Server for querying DBT Semantic Layer
MCP Server for Data Engineering Knowledge
MCP server for data engineering: validation, transformation, visualization, and APIs.
MCP server for Fivetran API - manage syncs, check status, and control data pipelines
CData JDBC Driver connects to Google Data Catalog by exposing them as relational SQL models.
This repository provides a **FastMCP** server over **`data/hadith.db`** plus a **data pipeline** to build that database: normalized SQLite, **OpenAI
Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.
Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.
Operate secure JoinLayer data pipelines through delegated OAuth.
MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
Teen-first library on CBT, DBT, and finding the right therapist.
A comprehensive Model Context Protocol (MCP) integration for Mage.ai, allowing AI assistants like Anthropic's Claude to efficiently work with Mage data pipelines.
Open-source data catalog. Search assets, explore lineage, and find ownership.
SQL pipeline observability and DBT integration monitor.
# mcp-dagster: A Dagster MCP Server > The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that
MCP-Airflow-API is an MCP server that leverages the Model Context Protocol (MCP) to transform Apache Airflow REST API operations into natural
A **Model Context Protocol (MCP) server** for Apache Airflow 3 that provides essential tools for DAG management, monitoring, debugging, and
MCP server for DataHub data catalogs. Discover datasets, explore lineage, and access metadata.
npm mcp-data-pipeline-connector package
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling seamless integration with MCP clients. This project provides a standardized way to interact with Apache Airflow through the Model…
MCP runtime copilot for health checks, regressions, explainability, and operational memory.
Bidirectional data lineage graph for Power BI (.pbix) files, from source to display
Bidirectional data lineage graph for Power BI (.pbix) files, from source to display
Reviewed public-data search and execution with provenance and verifiable integrity receipts.
A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API. In order to get around token and input size limitations, this server implements a…
A Model Context Protocol server for retrieving and analyzing data or running tasks for Ramp using Developer API. In order to get around token and input size limitations, this server implements a…
Valid and reliable data engineering and statistical analysis without hallucinations.
Sling CLI MCP server for querying any database, running data pipelines and managing replications