Data engineering MCP servers

A server here data pipelines, ETL, data warehouses, data quality or data catalogs.

Not here: querying a single database.

386servers
205 remote181 localTagged by Odel's AI, which can make mistakes

Best fit

191 made for this, ranked by starsRemoteLocal
  1. Data Profiler @ridadata/mcp-data-profilerProfile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  2. acikpoz @gulmezeren2-byte/acikpozTurkish public construction unit-price (birim fiyat) catalog PDFs into structured pozes4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  3. Rulemorph MCP Server @vinhphatfsg/rulemorph-mcpMCP server for CSV/JSON data transformation using YAML rules4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
  4. FastTransfer @arpe-io/fasttransfer-mcpMCP server for FastTransfer — high-performance parallel data transfer between databases5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  5. LakeXpress @arpe-io/lakexpress-mcpMCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  6. Docpick @arknill/docpickSchema-driven document extraction with local OCR + LLM. Document in, Structured JSON out.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  7. Shadowjoin @harsh-chandak/shadowjoinMeasure the matches your exact join is silently dropping, and get the rule that fixes each.Not assessed yet.Runs on your machine, installed from npm.
  8. ZTDS @moxno/ztdsOpen standard MCP server for Zero-Trust Data Sanitization (ZTDS RFC v1.0). In-memory PII masking.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  9. Notanda (Beta) @rudiregenwurm/notandaEvery OpenAlex search stores its request, response and checksums so sources can be checked later.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  10. letin: Power Query (M) @s-curvelabs/letinInspect, refactor, lint, run and version Power Query (M) in Excel workbooks and Power BI projects.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  11. Sparkforensics @shuffle-works/sparkforensics-mcpMCP server for diagnosing Apache Spark event-log performance issues and comparing runs.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  12. BigQuery Data Platform @debilla/data-platform-mcpRead-only BigQuery tools for plain-language data questions, with a cost gate on every query3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  13. DLMS Bridge @csoai-org/dlms-bridge-mcpBridge DLMS/COSEM smart-meter + energy data to ONE OS — parse, map, govern (IEC 62056 / NIS2 /5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  14. Inflectiv @inflectiv/inflectiv-mcp-serverSearch, build and manage Inflectiv datasets and AI agents, plus ChainAware on-chain intelligence.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. Analytixus @analytixus/analytixus-mcpAnalytixus DnAML repository access (read/write nodes, tree navigation, search) via MCP.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from NuGet.
  16. Data Cleaner Agent @wesseltl/data-cleaner-agentClean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  17. AEP @focusgts/aepFull-CRUD server for AEP, Journey Optimizer and CJA. 61 tools from one OAuth credential.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  18. datadiffer @gauthierpiarrette/datadifferRead-only table diffs with segment attribution: which slice of your data changed.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  19. Pbix Atlas @fabienfrfr/pbix-atlasBidirectional data lineage graph for Power BI (.pbix) files, from source to display4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  20. Pbix Lineage @fabienfrfr/pbix-lineageBidirectional data lineage graph for Power BI (.pbix) files, from source to display4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  21. PixLint @amitsingh-24/pixlintLint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  22. Datanika @datanika/datanika-mcpRead-only-by-default MCP for Datanika: browse data, run dbt transforms, manage ELT pipelines.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  23. ODGS @metricprovenance/odgs-mcp-serverODGS governance enforcement — validation, regulation compilation, drift detection, signed S-Certs.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  24. Dbt @us-all/dbtdbt MCP — manifest/run_results/sources/catalog parsing + DQ result tables (BigQuery/Postgres)5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.