---
title: "Atlan MCP - Connect Atlan to Your Favorite AI Tools"
url: "https://atlan.com/mcp-server/"
description: "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."
keywords: "atlan mcp server, model context protocol, ai tools integration, chatgpt integration, claude ai, cursor ai, ai agents, data governance ai, metadata management, ai-native workflows, data stewardship automation, business glossary ai, metadata enrichment agent, root cause analysis agent, ai for data teams, data catalog ai, ai governance, ai adoption, data quality ai, lineage automation, semantic context, ai reliability, enterprise ai tools, data team productivity, ai metadata, governed ai, ai-first architecture, ai assistant for data"
---

> Atlan is hosting Context Conference, bringing together the leaders and builders at the frontier of giving AI the context it needs to understand their business. It runs online on October 28, 2026, from 11:00 AM to 2:00 PM ET. Atlan co-founder Prukalpa Sankar opens and closes the day. Leaders from AstraZeneca, BNY and Verizon share why they invest in context and what they get from it. Registrants get early access to The AI Context Gap, a new study from MIT Technology Review Insights. Register: https://atlan.com/context-conference/

**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](https://atlan.com/forms/talk-to-sales-contact/) / [Connect MCP (docs)](https://docs.atlan.com/product/capabilities/atlan-ai/how-tos/atlan-mcp-overview)

## 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

Each agent has a demo video on the page.

**Metadata Enrichment Agent - your documentation assistant** (for data stewards and engineers). Auto-creates polished documentation by understanding business and data context.
- Consistent, business-ready metadata across assets
- No manual enrichment or spreadsheet wrangling
- Human review before publish for governance peace of mind

**Glossary Agent - keep your business metrics up to date** (for data stewards). Outdated metrics can derail AI; the Business Glossary Agent discovers new terms, suggests updates, and keeps every definition current in Atlan.
- Business terms stay current and consistent
- Approve or reject AI-suggested updates right from Slack
- Automated updates keep the business glossary evergreen

**Root Cause Analysis Agent - find failures faster** (for analysts and data reliability teams). Finds the why when dashboards are down: tracing lineage, detecting issues, and generating RCA reports automatically.
- 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

**Metric Recommendation Agent - no more meaningless dashboards** (for data stewards and BI teams). Auto-suggests glossary context so every dashboard speaks your business language.
- Save hours by auto-suggesting definitions for each metric
- Consistent meaning across dashboards and teams
- Clear, business-ready context in every chart

**Description Propagation Agent - keep definitions consistent everywhere** (for data stewards and engineers). Auto-syncs verified definitions across lineage, keeping metadata consistent and trusted.
- Auto-propagate updates across lineage in seconds
- Consistency and trust across every asset
- Frees your team from repetitive documentation chores

## Start using Atlan's MCP server

Setup guide: https://docs.atlan.com/product/capabilities/atlan-ai/how-tos/atlan-mcp-overview. Full MCP overview, supported tools, and FAQ: https://atlan.com/mcp/