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MCP servers tagged data-quality
67 live MCP servers tagged "data-quality", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data-quality.
Amazon Data Core
Open-source, local-first Amazon seller data foundation with verified read-only MCP access
Commerce Data Platform
Assembles the operational context a business question needs — and names what is missing. PostgreSQL, Context Engine, FastAPI/MCP, React inspector.
Forecast Sentinel
An agent that stops silent ML model invalidation using DataHub's end-to-end ML lineage. Built for Build with DataHub: The Agent Hackathon (Production ML Agents).
Data Fidelity Skill
Claude Skill with fourteen data-fidelity rules for MCP tools that query an external data source
Aep Datasentinel
AEP schema drift detection, identity graph health & ingestion anomaly monitoring, MCP-native agent for Adobe Experience Platform
Witness Graph
Witness Graph: a falsifiable agent harness where every claim must cite an evidence node in an append-only ledger. Metric Truth Investigator benchmark + scorer.
Quality Guardian Langgraph
A stateful LangGraph agent that validates data quality, self-corrects with an evaluator-optimizer loop, and pauses for human approval on risky writes.
Nightshift
The on-call data team that gets smarter every night. Claude agents on DataHub: recall, fix, write the night into the graph.
Datahub Incident Crew
Four Claude agents that catch the silent data failures your catalog can't see — and write the whole investigation back into DataHub. Built on the DataHub MCP Server + Claude Agent…
Datapact
Offline data-contract runtime: lint an ODCS contract and validate a CSV against it, in your browser or CI.
Reconmind
Multi-agent, RAG-powered copilot that investigates data pipeline incidents (key drift, duplicate submissions, schema drift, volume anomalies) and writes the incident report.
Deployer Reputation MCP
Supplied-edge Solana reputation MCP, plus tender CSV/JSON audit workflows and checksum verifier. No chain fetch or verified attribution.
Sentinel Agent Loop
Agentic dbt data-quality loop: test fails → grounded AI diagnosis → fix PR → human approval gate. Built on dbt-sentinel + sentinel-mcp.
AI Assistant Platform
Build and manage modular AI agents with multi-model support, document RAG, memory, and tool integration using FastAPI and SQLite.
Faultline
Structural ML failure detection on the DataHub metadata graph. Your model did not drift - your graph did.
Data Foundry
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,…
Server
Evaluating correctness in an MCP interface over real-world business data: an independent oracle, a regression harness and a live read-only demo over 99,441 anonymised Olist orders.