data engineering mcp servers

42 tagged data engineering, measured the same way as everything else here.

Browse within: data-quality 14ETL 7duckdb 7dbt 5

codebase-memory

01

benseverndev-oss/goldenmatch

MCP server Claude CodeCodexCursor +2

MCP server "codebase-memory" as configured in benseverndev-oss/goldenmatch. Launched with codebase-memory-mcp.

129 2d ago A tokens not measured original MIT

goldenanalysis

02

benseverndev-oss/goldenmatch

MCP server Claude CodeCodexCursor +2

Read-only cross-cutting analysis, metrics, and reporting engine for the Golden Suite. Runs locally from the goldenanalysis Python package.

129 2d ago A tokens not measured original MIT

goldenmatch

03

benseverndev-oss/goldenmatch

MCP server Claude CodeCodexCursor +2

Entity resolution toolkit — deduplicate records, match across sources, and maintain golden records. Runs locally from the goldenmatch Python package.

129 2d ago A tokens not measured original MIT

clarilayer

04

clarilayer/clarilayer

MCP server Claude CodeCodexCursor +2

Individual-analyst context layer: recall, remember, and reconcile your data and engineering context. Remote server at clarilayer.com.

92 22d ago A tokens not measured

misata

05

rasinmuhammed/misata

MCP server Claude CodeCodexCursor +2

Outcome-conformant synthetic data: realistic multi-table test data that hits the revenue curves, rates, and aggregates you declare, exactly. From a sentence, YAML, or your database. No ML model, no real data. MCP server for AI agents. Runs locally from the misata Python package.

67 2d ago A tokens not measured original MIT

oac-mcp-server

06

oracle-samples/oracle-aidp-samples

MCP server Claude CodeCodexCursor +2

MCP server "oac-mcp-server" as configured in oracle-samples/oracle-aidp-samples. Runs ${OAC_MCP_CONNECT_PATH} with node.

46 2d ago A tokens not measured UPL-1.0

datacharter

07

datacharter/datacharter

MCP server Claude CodeCodexCursor +2

Charter your data — contract-governed local data exploration, powered by DuckDB. Runs locally from the datacharter Python package.

12 6d ago A tokens not measured original Apache-2.0

scherlok

08

rbmuller/scherlok

MCP server Claude CodeCodexCursor +2

A detective for your data. Zero-config data quality monitoring. Runs locally from the scherlok Python package. Needs 1 environment variable to run.

9 6d ago A tokens not measured original MIT

crocodile

09

nazmiefearmutcu/Crocodile

MCP server Claude CodeCodexCursor +2

Deep Learning Framework & Workload Management For On-premise Personal Machines. Runs locally from the crocodile Python package.

2 1mo ago A tokens not measured original Apache-2.0

goldencheck

10

benseverndev-oss/goldencheck

MCP server Claude CodeCodexCursor +2

Data validation that discovers rules from your data so you don't have to write them. Runs locally from the goldencheck Python package.

2 4mo ago A tokens not measured original MIT archived

seshat-bi

11

Kemetra/Seshat-BI

MCP server Claude CodeCodexCursor

Seshat BI: agent-first Retail BI readiness checker (static retail check + live retail validate over the medallion warehouse and Power BI conventions). Runs locally from the seshat-bi Python package.

2 6d ago A tokens not measured original Apache-2.0

fastbcp-mcp

12

arpe-io/fastbcp-mcp

MCP server Claude CodeCodexCursor

A Model Context Protocol (MCP) server for FastBCP, enabling efficient data export from databases to files. Runs locally from the fastbcp-mcp Python package. Needs 4 environment variables to run.

2 5mo ago A tokens not measured original MIT

dagsmith

13

tmcwilliam707/dagsmith

MCP server Claude CodeCodexCursor

MCP server "dagsmith" as configured in tmcwilliam707/dagsmith. Runs locally from the dagsmith Python package.

1 28d ago A tokens not measured original MIT

goldenflow

14

benseverndev-oss/goldenflow

MCP server Claude CodeCodexCursor

Data transformation toolkit — standardize, reshape, and normalize messy data before it hits your pipeline. Runs locally from the goldenflow Python package.

1 4mo ago A tokens not measured original MIT archived

fasttransfer-mcp

15

arpe-io/fasttransfer-mcp

MCP server Claude CodeCodexCursor

A Model Context Protocol (MCP) server for FastTransfer, enabling efficient data transfer between database systems. Runs locally from the fasttransfer-mcp Python package. Needs 4 environment variables to run.

1 5mo ago A tokens not measured original MIT

lakexpress-mcp

16

arpe-io/lakexpress-mcp

MCP server Claude CodeCodexCursor

A Model Context Protocol (MCP) server for LakeXpress, enabling database to Parquet export with sync management and data lake publishing. Runs locally from the lakexpress-mcp Python package. Needs 5 environment variables to run.

1 5mo ago A tokens not measured original MIT

omnidata-mcp

17

MostafaAI10/OmniData-MCP

MCP server Claude CodeCodexCursor +2

MCP server "omnidata-mcp" as configured in MostafaAI10/OmniData-MCP. Runs locally from the omnidata-mcp Python package.

1 19d ago A tokens not measured original MIT

praxis

18

Marc-Dvci/praxis-datahub

MCP server Claude CodeCodexCursor

MCP server "praxis" as configured in Marc-Dvci/praxis-datahub. Runs praxis.mcp with python. Needs 1 environment variable to run.

0 22d ago A tokens not measured original Apache-2.0

datahub

19

Marc-Dvci/praxis-datahub

MCP server Claude CodeCodexCursor

MCP server "datahub" as configured in Marc-Dvci/praxis-datahub. Runs locally from the mcp-server-datahub@latest Python package. Needs 2 environment variables to run.

0 22d ago A tokens not measured original Apache-2.0

datanika-mcp

20

datanika-io/datanika-core

MCP server Claude CodeCodexCursor

MCP server for Datanika — browse connections, preview data, and manage pipelines from Claude Desktop. Runs locally from the datanika-mcp Python package. Needs 3 environment variables to run.

0 yesterday A tokens not measured AGPL-3.0

pyspark-mcp

21

AnnasMazhar/pyspark_mcp

MCP server Claude CodeCodexCursor

Not the live-Spark pyspark-mcp package — this is SQL→PySpark/Glue codegen. MCP server for SQL migration, AWS Glue job generation, and PySpark optimization. Runs locally from the pyspark-tools Python package.

0 2d ago A tokens not measured original MIT

infermap

22

benseverndev-oss/infermap

MCP server Claude CodeCodexCursor

Inference-driven schema mapping engine. Runs locally from the infermap Python package.

0 4mo ago A tokens not measured original MIT archived

battery-erp

23

icohangar-ops/battery-erp

MCP server Claude CodeCodexCursor

Battery value-chain ERP domain library with optional inventory REST + MCP adapters. Runs locally from the battery-erp Python package. Needs 2 environment variables to run.

0 10d ago A tokens not measured original MIT

saudeemdado

24

pedropaulofernandes88-stack/saude-publica-br

MCP server Claude CodeCodexCursor

Servidor MCP do Saúde em Dado — a saúde do Brasil (DataSUS + IBGE) consultável por IA. Runs locally from the saudeemdado-mcp Python package.

0 yesterday A tokens not measured