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MCP servers tagged data-engineering

151 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.

151
live servers
39
avg trust
609
most stars
101

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…

34
102

Repairpilot

TianChen17

DataHub-powered incident-to-repair autopilot: block, repair, prove, remember.

34
103

The Skills Barn

Zero-Human-Corp

326 open, production-ready Agent Skills for the tasks language models can't do reliably from training alone. Free · Apache 2.0.

34
104

Schemadrift

cognis-digital

Schema-change detector and data-contract tests

34
105

Kion Clickhouse Analytics

nithinram97

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…

34
106

Flowproxy

dbose

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…

34
107

Marketing Postgres Server

SandraMargot

Read-only MCP server exposing marketing analytics to AI assistants via PostgreSQL

34
108

Etl Archaeologist

justinf555

AI agents that document & rationalise legacy SAP BODS ETL for migration to Glue/dbt

34
109

Mango

Deadmonkk

Free-data market providers, historical-context analytics, and a self-grading prediction ledger. Built while learning.

34
110

Fde Casebook

giordanoshai

Four engineering case studies written for forward-deployed engineering roles - including the work I built and then deliberately killed. u9762u5411 FDE u5c97u4f4du7684u5de5u7a0bu68…

34
111

Operator Etl

khaosans

Agentic ETL pipeline for FOIA & public comments — LangGraph, MCP, PII vault, Medallion warehouse (DuckDB/BigQuery)

updated a month ago
34
112

Embedaudit

cognis-digital

Embedding / vector-store drift and poisoning audit

34
113

Lineagemap

cognis-digital

Column-level lineage extracted from SQL and dbt

34
114

Autotwin De

ahmedmaaloul

Intelligent digital twin for German electric mobility: official open data, a physics simulation of vehicles, PostGIS analytics, an ML energy model, charging optimisation and an MC…

34
115

Duckdb Analytics MCP

arthurxavier106

Read-only analytics MCP server over DuckDB: semantic layer that prevents wrong answers, token-efficient output (-61% vs JSON), and a parser-based SQL guard.

34
116

Premortem Datahub

prasadt1

Premortem — how it breaks, before you merge (DataHub schema-change rehearsal)

34
117

Data Engineering MCP Server

suniljavadi

Official MCP Python server exposing typed data-engineering tools, resources, prompts, read-only SQL, and synthetic ETL investigations.

34
118

Competitive Pricing Agent

MetehanKLCL

Always-on autonomous e-commerce pricing agent on AWS — a 14-tool Amazon Bedrock ReAct agent that senses sales & competitor data, reasons, acts, and learns (epsilon-greedy). Includ…

34
119

CogniMesh

ShurikM

Intelligent data mesh for AI agents. Declarative use-case registry, self-improving Gold layer, MCP-native.

updated 6 months ago
34
120

Gcp Data Pipeline Security Monitoring

jiatangzhi

GCP data pipeline for security monitoring — ingests events via CSV or Pub/Sub, validates and loads them into BigQuery (raw → cleaned → aggregated). Orchestrated with Airflow, de…

34
121

WorldEconomy

kschmidt1144

World Economy Lab - economics from primary data: a DuckDB warehouse (year 1 CE to 2101, 26 sources, ~14.9M observations), a fully computed chaptered report, and an MCP query appar…

34
122

Spendiq Prototype

divyyansh05

Conversational AI copilot over procurement, AP, and contract data — grounded answers with citations to specific rows and clauses. Built for the TechTorch AI & Data Engineer challe…

34
123

AI Based Data Engineering

richiebachala

Companion code for AI-Based Data Engineering (Packt) by Richie Bachala: runnable examples, the OpsPulse dataset generator, and per-chapter code for building the data platform AI a…

34
124

Combined Agent Kit

sqrr-ai

Claude Code plugin, agent skills and runnable SQL examples for CRM, billing and business-data analysis with Combined

34
125

Praxis Datahub

Marc-Dvci

Evidence-bound remediation agent for DataHub-governed data products. Turns one schema-drift incident into a proof-carrying, verified dbt change set — with an MCP server and a Data…

34
126

Sqlproctor

debabsah

Deterministic semantic verification for agent-generated SQL.

34
127

OpenBB ODP

Hasan8123

Open Data Platform for analysts, quants and AI agents.

34
128

Clickhouse Kit

ViderStar

ClickHouse for coding agents: MCP wiring from environment variables, a query-hygiene skill, and guard hooks against inflated counts and full-history scans.

34
129

Commerce Data Platform

sebmvp

Assembles the operational context a business question needs — and names what is missing. PostgreSQL, Context Engine, FastAPI/MCP, React inspector.

34
130

Bounded Retrieval

Junnyyy

Demonstration of efficient MCP tools for investigating large conversational datasets

34
131

Blackout

jpablortiz96

Chaos engineering for your data stack — powered by the DataHub context graph.

34
132

Datadef MCP

tlouvart

Data-architecture diagrams your AI generates, edits, and exports. Remote MCP server for Claude, Cursor, VS Code, Gemini CLI.

34
133

MartyStev

MartyStev

Data Engineer • Data Platform Architect • Creator of OctaSQL & ClawMux

34
134

CityScope

Peippo1

Evidence-grounded geospatial intelligence for London cycling, powered by Gemini, MCP, and Google Cloud.

34
135

Forest1

Rushikesh-S-Ware

Ask in plain English about 24 years of Global Forest Watch data — 165 countries & 2,779 regions. MCP server with 17 query tools + a live natural-language Streamlit demo. Python ·…

34
136

DataEngineeringSeniorProject

Opie22

A production-style data platform that ingests from three heterogeneous sources (PostgreSQL, MongoDB, REST API), loads into Snowflake, transforms through dbt staging and intermedia…

34
137

AI Engineering Portfolio

davidalegre1

Anonymized AI engineering portfolio: backend Python, data extraction, AI analysis, and ChatGPT Apps

34
138

ImpactLint

JerryNee

Metadata-aware data change reviews powered by DataHub MCP and Paritok

34
139

Known Path

SeraKah-1

Light only the trusted catalog assets for a data job — then leave the route behind. DataHub Agent Hackathon.

34
140

Agriculteur

faten-elouta

Terroir Context Agents — agent de conseil de semis alimenté par un graphe de contexte DataHub (hackathon Build with DataHub).

34
141

Datapact

srivtx

Offline data-contract runtime: lint an ODCS contract and validate a CSV against it, in your browser or CI.

34
142

Reconmind

rahulramachandran-labs

Multi-agent, RAG-powered copilot that investigates data pipeline incidents (key drift, duplicate submissions, schema drift, volume anomalies) and writes the incident report.

34
143

DataOps Investigator

pranavkapale

Evidence driven AI agent for investigating data system incidents using LLM planning, MCP-based evidence collection, and deterministic root-cause analysis.

34
144

Analytics Evals

PaddyCH96

Agent skills for testing analytics and text-to-SQL agents: mine golden test cases from your query history, score with pass^k and confidence intervals, and find which context files…

34
145

Integrations

emolysis

Emolysis integrations for Claude Code, Cursor, Codex and other MCP clients

updated 4 days ago
34
146

.github

sbdk-dev

Website and central hub for the SBDK ecosystem - five open-source reference implementations demonstrating how to build local-first data and AI tools (data pipelines, ML inference,…

updated 10 months ago
34
147

Muster

sidharthjoly

A search index over Australian data roles, pulled straight from employers' ATS feeds

updated 9 hours ago
34
148

Consolidation Erp MCP

Pchambet

Odoo + FEC ledger + warehouse API consolidated in DuckDB; SQL three-way-match controls recover all 22 planted discrepancies; LLM agent queries it via MCP

updated 15 days ago
34
149

Awesome Google Trends MCP

zeoagency

A curated plain-English index of Model Context Protocol (MCP) servers, autonomous agent tools, scrapers, and data pipelines for Google Trends.

updated 4 days ago
34
150

Data Foundry

athompson83

An AI-native data foundry: turns messy, lawfully acquired sources into canonical, evidence-backed knowledge products served via web, REST, MCP and bulk exports. Provenance-first,…

updated 15 hours ago
34
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