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
By GitHub stars, at most two per publisher
  1. Number 1: Jitsu@jitsu/mcpManage Jitsu data pipelines: destinations, streams, connections, functions, live events.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.5,104 GitHub stars.
  2. Number 2: GoldenMatch@benseverndev-oss/goldenmatchFind duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.132 GitHub stars.
  3. Number 3: Keboola MCP@keboola/mcpConnect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.85 GitHub stars.

Best fit

191 made for this, ranked by starsRemoteLocal
  1. Medical Terminologies MCP @sidneybissoli/medical-terminologies-mcpDiagnoses, drugs & lab codes: ICD-11, LOINC, RxNorm, MeSH, ATC, CID-10. 33 tools, MIT.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.15 GitHub stars.
  2. Celigo @celigo/celigoManage your Celigo integrator.io account: integrations, flows, connections, errors, and jobs.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.4 GitHub stars.
  3. DataPulse @r3dz4r/datapulse-myRead-only discovery for 440 Malaysian public datasets with freshness, licence, and provenance.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  4. Catalog Attribute Normalizer @acjlabs/catalog-normalizerCatalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  5. GoldenCheck @benseverndev-oss/goldencheckAuto-discover validation rules from data — scan, profile, health-score. No rules to write.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
  6. BankSync @banksync/mcpConnect AI agents to bank accounts, transactions, balances, and investments.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.2 GitHub stars.
  7. NetCafe Tables @ainetcafe/netcafe-tablesMessy spreadsheets in, clean checkable tables out. Every result carries its arithmetic proof.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  8. Telegram Channel Scraper - Posts, Media & Buttons | No Login @anshumanatrey/telegram-channel-scraperTelegram Channel Scraper - No Login, $0.30 per 1K Posts14% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
  9. NicheDB @nichedb/nichedbSources in, feeds out: an open, ever-growing database of real-time public data, enriched.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
  10. Quorel @var-raphael/quorelTurn any public website into a clean, versioned, queryable API — with native MCP support.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
  11. AnomalyArmor @anomalyarmor/armor-mcpData observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
  12. CloudCrane workspace @cloudcrane/workspaceRead and build a CloudCrane workspace: datasets, field contracts, review queue, receipts, runs.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  13. IndieML Substance API @ezchx/indiemlScores text for substance, depth, and clarity in under 25ms.Not assessed yet.A remote server; it needs your API key.
  14. Estuary Flow MCP by usefulapi @usefulapi/estuary-flowInspect Estuary Flow captures, materializations, collections and stats.Not assessed yet.A remote server; no sign-in.
  15. Arkrel @arkrel/arkrelTurn documents into verified, structured data: fields, tables, and automatic checks.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  16. Census MCP by usefulapi @usefulapi/censusList reverse-ETL sources, destinations, models, syncs and runs; trigger syncs into SaaS tools.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  17. Attesta @doralboim/attestaProvenance-grade Portugal residential property data and signed JWS verification for AI agents.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  18. Segment @pipeworx-io/segmentSegment MCP Pack — wraps the Segment Public API (https://api.segmentapis.com).7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  19. Dataset Aggregate & Pivot @nero-engine/dataset-aggregate-pivotGROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  20. Dataset Cleaner & Exporter @nero-engine/dataset-cleaner-exporterDedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  21. JoinLayer @joinlayer/mcpOperate secure JoinLayer data pipelines through delegated OAuth.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.

Also touches on Data engineering

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