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MCP servers tagged data-engineering
134 live MCP servers tagged "data-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data-engineering.
Fmtly
The high-performance, local-first data engine for developers and AI agents. Format, validate, and optimize data for LLM contexts without ever leaving your browser. Zero-server. Ze…
Agentic Analytics System
A local, open-source stack for building conversational data agents and semantic reasoning workflows over an Iceberg Lakehouse.
Boston Core MCP
A collection of MCP servers for COB designed for LLM and Agentic accessibility to Boston's open-source data portal
Powerbi Desktop MCP Server Abis
The Offcial Open Source Power BI Desktop MCP Server by ABIS in Cooperation with DBI Analytics from Munich is public now. Smart ABIS Agents can document your semantic model in powe…
Piiscan
PII discovery across warehouses and lakes (data-side scanner)
Seshat BI
Agent-first BI readiness system -- profiles sources, governs medallion mappings, and gates Power BI delivery so AI agents cannot self-approve data decisions.
Crocodile
One deterministic market-data engine for crypto and US equities. 49 capabilities declared once and projected to CLI, REST and MCP; every record carries how it came to exist.
Beodata
Beowulf meets agentic AI. An MCP server that gives LLMs structured access to the complete Old English text, dictionary, and linguistic annotations.
Apache Polaris Iceberg AI MCP
Model Context Protocol (MCP) server for Apache Polaris. Enables AI agents and LLMs to interact with Polaris Catalog Management, audit data governance and access control (RBAC) pol…
Snowpro Core Prep
A local, offline-first study app for the Snowflake SnowPro Core (COF-C03) certification — turns a folder of markdown notes into scored practice, mock exams, flashcards, and analyt…
InmoPipeline
Proyecto integral de análisis y modelado predictivo de datos inmobiliarios, que abarca recolección, transformación, visualización y machine learning utilizando Python y herramient…
For ETL Orchestration
This project implements a Model Context Protocol (MCP)-compliant server that exposes a powerful set of ETL orchestration tools to LLM agents (like Claude or GPT), enabling them to…
DataQ
Data-quality monitoring platform on Great Expectations — author & schedule checks across Snowflake, ADLS, S3 and Unity Catalog; react to ADF/Airflow pipelines; severity-tiered ale…
Claude Mysql MCP
A **MYSQL** MCP server that enables AI (Claude Code) to interact with MySQL databases through a secure, layered architecture with security baked into the MCP layer directly.
Terrace
Automated football data ingestion and transformation pipeline with an MCP server for agentic interactivity
Rust Crates Analytics
AI Explorable Rust Crates analytics
Mssql MCP Writer
MCP server for SQL Server with read and data modification tools—no DDL operations.
Keown Work
Software engineering, cloud, data engineering and AI projects featuring Python, Azure, SQL Server, SSIS, Power BI and browser automation.
Data Platform Servers
MCP servers enabling AI agents to interact with Pentaho PDI, Power BI, Oracle, and OCR engines
DataSentinel
DataSentinel is an autonomous agent-based pipeline that leverages the Model Context Protocol to securely automate data auditing and insight.
Dbt Conversation AI Local
Conversational AI for dbt: A Streamlit-based local agent powered by Ollama and MCP to query, document, and analyze dbt semantic models and metrics in a private environment.
Dcvpg
Data Contract Validator & Pipeline Guardian. Catch schema drift, quality violations, and freshness SLA breaches before they reach production.
Data Cleaning Skill
一句话让 AI 帮你把脏数据洗干净。自动识别缺失值、异常值，列名全角转半角，WorkBuddy/Claude/AtomCode/MiMo 都能用。
Mangrove AI
面向在线/离线与公域/私域数据的智能数据任务平台
Warehouse Agent Mvp
Report-to-Warehouse controlled agent MVP with LangGraph, MCP, RAG, sqlglot, metadata providers, information_schema, and optional DataHub MCP integration.
Datahub Repair Agent
Schema-drift auto-repair agent for DataHub: detects column renames/retypes/drops, computes the true blast radius from column-level lineage, rewrites dbt SQL and Airflow DAG code w…
Datahub Data Engineer Agent
On-call data engineer agent for DataHub: finds a data incident's root cause via column-level lineage, ranks the blast radius, files incidents/tags/owner notifications, and writes…
Dagsmith
Agentic scaffolding for data engineering — turns natural-language source specs into tested Snowflake pipelines (dbt + Airflow + GE) via an LLM tool-use loop over an MCP metadata s…
Fabric MCP Testing
Real-world examples and testing tools for the Microsoft Fabric Model Context Protocol (MCP) server. Learn to automate Fabric operations including lakehouse management, notebook ex…
Compliance Log Schema
Protocol Buffers schema for compliance-grade audit logging. Built for SOC2, HIPAA, PCI. First-class support for AI/agent systems.
Claude Code Operating Framework Example
Sanitized Claude Code operating framework teaser showing sub-agents, skills, hooks, MCP, guardrails, and evaluation.
Shadowell
AI Agent and quant systems builder with 9 years of big-data engineering experience across PB-scale DWH, streaming, and reliable delivery
Medallion Data Dictionary Rag System
RAG chatbot that auto-generates and searches a data dictionary over a Databricks medallion lakehouse, using Claude + Voyage AI + ChromaDB
Databricks Dabs Tui
Terminal UI for Databricks Declarative Automation Bundles (DABs) — validate, plan, deploy, run, destroy and sync bundles with live logs; ships an MCP server for agents
Datahub Shepherd
A context-aware AI agent that safely retires data assets using DataHub.
Franken Snowflake
Clean-room, Rust-first, Asupersync-native Snowflake SQL API connector built for coding agents. 14-crate workspace, live reads and writes, no ODBC or JDBC.
OmniData MCP
Unified MCP server for data engineering & analytics lets LLMs query, profile, transform, and visualize data via DuckDB and PySpark, with read-only guardrails and local audit loggi…
Educational Agentic Rag
Agentic RAG server using FastMCP + Pinecone that automates weekly lesson planning for primary school teachers and exports formatted Excel files
Dq MCP
MCP server exposing dbt-style data quality checks so an agent inspects your data instead of guessing about it.
Aqueduct Data Agent
Aqueduct — 工业级数据开发 Data Agent：需求文档 → 15 个标准交付物（DDL / ETL SQL / DQC / 血缘 / 设计文档）
Cronova
Lightweight self-hosted workflow scheduler in a single Go binary — an open-source Airflow/Azkaban alternative. Embedded SQLite, DAGs (cron + dependencies + backfill), polyglot tas…
Repairpilot
DataHub-powered incident-to-repair autopilot: block, repair, prove, remember.
The Skills Barn
326 open, production-ready Agent Skills for the tasks language models can't do reliably from training alone. Free · Apache 2.0.
Schemadrift
Schema-change detector and data-contract tests
Kion Clickhouse Analytics
Conversational OTT/streaming analytics: KPI dashboards over 5.4M viewing events in ClickHouse Cloud, queried in natural language via LibreChat + Model Context Protocol (MCP), visu…
Flowproxy
Self-hosted dbt-core + MetricFlow semantic layer proxy. Query governed metrics from Amazon QuickSight and LLM agents over the PostgreSQL wire protocol, with guardrails enforced. A…
Marketing Postgres Server
Read-only MCP server exposing marketing analytics to AI assistants via PostgreSQL
Etl Archaeologist
AI agents that document & rationalise legacy SAP BODS ETL for migration to Glue/dbt
Mango
Free-data market providers, historical-context analytics, and a self-grading prediction ledger. Built while learning.
Fde Casebook
Four engineering case studies written for forward-deployed engineering roles - including the work I built and then deliberately killed. u9762u5411 FDE u5c97u4f4du7684u5de5u7a0bu68…