Atlan MCP Server

Connect Atlan to Your Favorite AI Tools

Bring Atlan natively into ChatGPT, Claude, Cursor, and more. Build accurate, reliable AI agents with structured context and boost data team productivity by reimagining AI-native workflows.

Book a Demo →See Product Tour

95% of AI Agents Fail to Scale.
Atlan MCP Changes That.

AI pilots fail before production because they lack context about data, business, and governance. By grounding AI tools with metadata, semantic context, and policies, MCP gives your agents the context they’re missing.

Scale AI Adoption

Move faster on responsible AI initiatives by ensuring agents are accurate, compliant, and auditable.

Build AI-Native Workflows

Make your data team more productive with trusted agents for data stewardship, governance, and metadata management.

Adopt AI-First Architectures

Futureproof your AI strategy with an open protocol for embedding Atlan’s governed context into any AI workflow, across clouds and tools.

Meet Your Team’s New Agents — Built on MCP

For Data Stewards and Engineers
Metadata Enrichment Agent — Your Documentation Assistant
Hate writing docs? The Metadata Enrichment Agent auto-creates polished documentation by understanding business and data context.
HOW IT HELPS
- ✓ Consistent, business-ready metadata across assets
- ✓ No manual enrichment or spreadsheet wrangling
- ✓ Human review before publish for governance peace of mind
For Data Stewards
Glossary Agent — Keep Your Business Metrics Up-to-Date
Outdated metrics can derail AI — the Business Glossary Agent discovers new terms, suggests updates, and keeps every definition current in Atlan.
HOW IT HELPS
- ✓ Never lose context — your business terms stay current and consistent
- ✓ Approve or reject AI-suggested updates right from Slack
- ✓ Automate updates so your business glossary stays evergreen
For Analysts & Data Reliability Teams
Root Cause Analysis Agent — Find Failures Faster
Dashboards down? The Root Cause Analysis Agent finds the why — tracing lineage, detecting issues, and generating RCA reports automatically.
HOW IT HELPS
- ✓ Find root causes instantly, not after hours of manual digging
- ✓ Trace lineage automatically across your data stack
- ✓ Generate structured RCA reports that speed up resolution and transparency
For Data Stewards & BI Teams
Metric Recommendation Agent — No More Meaningless Dashboards
Stop guessing what metrics mean — the Metric Recommendation Agent auto-suggests glossary context so every dashboard speaks your business language.
HOW IT HELPS
- ✓ Save hours by auto-suggesting definitions for each metric
- ✓ Ensure consistent meaning across dashboards and teams
- ✓ Build instant trust with clear, business-ready context in every chart
For Data Stewards & Engineers
Description Propagation Agent — Keep Definitions Consistent Everywhere
Updating descriptions shouldn’t be a full-time job — the Description Propagation Agent auto-syncs verified definitions across lineage, keeping metadata consistent and trusted.
HOW IT HELPS
- ✓ Auto-propagate updates across lineage in seconds
- ✓ Guarantee consistency and trust across every asset
- ✓ Free your team from repetitive documentation chores