Datahub

Unified context graph for AI agents — metadata, lineage, data quality, and governance in one platform

Verified API available Works with Claude AI ~2.4k monthly visits
Quick facts
What is it Unified context graph for AI agents — metadata, lineage, data quality, and governance in one platform
Pricing Unknown
Platform Web Application
API Yes
Works with Claude AI
Best for unifying metadata and business context across the data estate, enabling AI agents with trusted data lineage and quality
Domain registered 1995

Data updated Aug. 1, 2026

What does Datahub do?

Datahub is a context management platform that gives AI agents and data teams a single source of truth for metadata, lineage, data quality, and governance. It ingests structured data from systems like Snowflake and Databricks, unstructured data from Slack and Notion, and business context from Salesforce and Workday, then unifies everything into a context graph. That graph is served to AI agents (Claude, Cursor, LangChain, etc.) via MCP, APIs, and SDKs, so every agent has the same reliable context when answering questions or taking actions.

What makes Datahub stand out is how it keeps context fresh and trustworthy. It tracks lineage from pipeline to prompt, so you can see exactly where data came from and how a change ripples through. Data quality checks — freshness, volume, column-level — are delivered to agents at query time, not after the fact. The platform also derives context automatically from query logs and usage patterns, so you don't need a separate documentation project. Governance is built in: agents can propose new metric definitions, and experts review and approve them, with every decision feeding back into the system.

Datahub is built for enterprise data teams that need to scale AI safely. It's used by over 3,000 organizations and has an open-source community of 15,000+ members. The platform comes in two flavors: DataHub Core (the open-source metadata platform) and DataHub Cloud (the managed enterprise version with additional features like AI-powered discovery and automated governance). Real-world use cases include unifying metadata across a data lake, giving AI agents trusted lineage for compliance, and reducing data-related outages by 48% according to an IDC study.

Key features

What makes it stand out
01
Unified context graph that combines metadata, business definitions, and knowledge for agents and humans
02
End-to-end data lineage tracking from source systems to AI prompts for debugging and trust
03
Real-time data quality checks (freshness, volume, column) delivered to agents at query time
04
Automated context derivation from query logs, lineage, and usage patterns — no manual documentation
05
MCP-native integration with AI agents like Claude, Cursor, LangChain, and CrewAI

Who is Datahub for?

Who benefits most from this tool
unifying metadata and business context across the data estate
enabling AI agents with trusted data lineage and quality
automating data governance and impact analysis

Trust & presence

Domain Domain registered 1995

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