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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.
dbt-labs/dbt-mcp
A MCP (Model Context Protocol) server for interacting with dbt.
Statespace
Interactive web apps for AI agents
Agents
AI agent tooling for data engineering workflows.
Fastbcp MCP
MCP server for FastBCP
Fasttransfer MCP
MCP server for fastTransfer
Lakexpress MCP
MCP server for LakeXpress
Migratorxpress MCP
A MCP server for MigratorXpress
Qsv
Blazing-fast Data-Wrangling toolkit
Awesome Data Catalogs
📙 Awesome Data Catalogs and Observability Platforms.
Airbyte
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
SAG
An out-of-the-box document retrieval workbench built on SAG
Multi Agent System Using Langgraph
A complete LangGraph multi-agent system demo using SQL tools, Tavily search, MCP Toolbox, and OpenRouter models — with reproducible notebooks and a full supervisor-led agent workf…
Dlt MCP
MCP server for the Python library dlt
Mantora
The open-source run log for MCP agents. Get a shareable report to verify and reproduce what the agent did — plus a protective mode for common dangerous SQL.
Myduckserver
Unified MySQL, Postgres & FlightSQL Server, Powered by DuckDB.
Ktx AI Data Agents MCP Context Skills
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semant…
Ktx
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semant…
Air Quality Trends Analysis Project
Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting…
Software Architect Mindmap
🧠Mindmap of 🗺️Software Architecture, Software engineering: An Overview of Software Terminologies and Concepts.
Rushdb
RushDB is an Instant Database for Modern Apps & AI. Built on top of Neo4j.
Every Single Day I Tldr
A daily digest of the articles or videos I've found interesting, that I want to share with you.
Sidemantic
The universal metrics layer. Compatible with 15+ formats: Cube, MetricFlow, LookML, Omni, BSL, LDM, Cortex, Malloy, OSI, SML, TML, Hex, Rill, Superset
Chronos
⏳ CHRONOS — Autonomous Data Incident Root Cause Analysis Agent. Triple-graph architecture (OpenMetadata + Graphiti + GitNexus) powered by LangGraph. Travels through metadata time…
Dango
The data platform your coding agent can run — dlt, dbt, DuckDB, and Metabase, self-hosted and free
Agentic Engineering For Apache Kafka
AI agent skills for building, operating and troubleshooting Apache Kafka applications. Topic audit, consumer lag, schema review, security, connectors and DLQ
Economic Data Project
A personal data platform for U.S. economic and financial market data — Dagster, dbt, MotherDuck, DSPy. Queried over MCP.
LeastAction
One platform to build, run, and operate every data workflow your team touches. Source-available, self-hosted.
Sairo
Self-hosted S3 storage browser with cost intelligence, optimization recommendations, and AI-powered analytics. Works with AWS, MinIO, R2, Wasabi, and any S3-compatible endpoint.
Drt
Reverse ETL for the code-first data stack
Kpi Lens
Supply chain intelligence platform — KPI monitoring, anomaly detection, LLM analyst, and automated Excel/PPT reporting via FastAPI + MCP
Datamorph
Convert between CSV, JSON, YAML, Parquet, Avro, and Protobuf data formats
Pipe
Universal anything-to-anything connector framework
Cortex AI
Cortex AI is an engineering template for Claude Code (and others) focused on zero context loss. It features a 4-layer architecture with 12 specialized subagents, custom slash comm…
Schemagate
Identity-scoped schema selection for text-to-SQL: give the model only the tables this caller may read, and 75% fewer prompt tokens.
Blackbox Datahub
BlackBox, Grand Prize winner of the Build with DataHub Agent Hackathon 2026. Autonomous data incident response with an evidence gate, verified repair, real PRs, and DataHub write-…
Semlayer
The open-source semantic layer that infers itself
Semantic Metrics Modeling Assistant
MCP agent for semantic metrics governance with built-in trust scoring, lineage visualization, and conversational metric definition. Designed for data teams working with dbt, LookM…
Sqlmesh MCP
MCP server exposing a SQLMesh project to LLM agents, model metadata, plans, column-level lineage, audits, environment diffs.
Metamesh
W3C-standard ontology (SKOS/OWL/JSON-LD) + MCP server + Claude Skills. Captures business metadata once and delivers it to dbt, Semantic Layer, and AI/LLM contexts - bridging the 5…
Cereyan
Orchestration for Python data pipelines, without the platform. A fast Rust core drives flows, schedules, backfills, retries, and a live UI. Agentic-ready: MCP tools, agent-attribu…
Dbt Anvil Vscode
dbt language intelligence for VS Code — column completions, go-to-definition, column-level lineage, diagnostics, a SQL debugger and profiler, formatter, ~50-rule linter, and AI to…
Cinema Ops Platform
A local, fully-proven data platform for cinema exhibition data — four unlike sources, an append-only bronze layer, a governed gold layer, and an AI agent tool set with no personal…
Healthcare Triage
MCP server that lets Claude query a synthetic patient database (Synthea + DuckDB) in natural language - clinical history, medications, and drug interactions.
Schema Guard
Stop AI agents from writing SQL against tables and columns that do not exist. Schema snapshot + Claude Code hook + MCP server + CI check. 0 false blocks on 1,034 Spider queries.
Uk Company Risk MCP
MCP server that turns UK Companies House public data into explainable risk signals — searches, scores and explains company risk for an AI assistant. Free stack: Python, DuckDB, Do…
Skifer
Declarative data engineering for Spark and Databricks: YAML pipelines, certified data contracts, and a governed semantic layer that agents can query with evidence.
Pyhdb Rs
SAP HANA meets modern Python. Rust-powered driver with zero-copy Arrow, native Polars/pandas support, async pooling. Includes MCP server for AI assistants.
aegis-dq/aegis-dq
logged with cost and latency.
Airflow Monitor MCP
An MCP server built with FastMCP to monitor, log, and analyze airflow data. Brings real-time environmental metrics directly to your LLM tools.
LeastAction Lite
One platform to build, run, and operate every data workflow your team touches. Source-available, self-hosted.