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MCP server · AI

Marmot

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

89Excellent

Scored 3 days ago · breakdown

About Marmot

Marmot is an MCP server published by marmotdata in the AI category: the open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

The repository has 623 stars and 32 forks, with the last commit 8 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/marmotdata/marmot

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 4 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

1 check has not been run yet.

Releases

v0.11.1v0.11.1 · 11 Oct 2026Changelog Features fa0e2e55ae9076e2ae1f4f42916f3770b6ec8855: feat(ui): style checkboxes with shared terracotta chrome (#292) (@mjanez) Bug fixes ac0eac024fc4b8ecb22e279f9ef049aba0af3556: fix: bind label keys as query params…
v0.11.0v0.11.0 · 23 Sep 2026Changelog Features 05b70fcf2ef0b4ffb29054ad08879746fafd246c: feat(i18n): enhance i18n functionality with additional language support (es) (#274) (@mjanez) c5950a31ca4f654002bc9dc736ba332b94ab7301: feat(ui): redesign LanguageSelector…
v0.10.0v0.10.0 · 15 Jul 2026Changelog Others cd3dd7dc9ca28a5f4666e430fca13304e11db1f8: Merge branch 'main' of github.com:marmotdata/marmot (@bschaatsbergen) c1492c27a2333802676b5390b40d78cc83bfe5b3: api: improve comment on AWSCredentialStatus (@bschaatsbergen)…
v0.9.0v0.9.0 · 27 Apr 2026Changelog Others b226194b566cb680d2211bcae68fa68ebfdd570c: add elastic and opensearch plugins (@charlie-haley) 8ac8637e77c7383d1d5d769b3dae29e3bb326212: update deps (@charlie-haley) dd731cf8456de77e6017b2e5ff3f22a878ed640e: update node for…
v0.8.6v0.8.6 · 15 Apr 2026Changelog Others eff5a2d6a166fd1b28a41bbd74a213b28e4ef5c8: Bump github.com/aws/aws-sdk-go-v2/service/s3 from 1.96.0 to 1.97.3 (#79) (@dependabot[bot]) 0bd16d7eb1069bf600173388112eb898653c6075: Update Chart.yaml (@charlie-haley)…

README

Marmot

Discover any data asset in seconds. Then let your AI do the same.

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

Documentation • Deploy • Community

What is Marmot?

Marmot is an open-source data catalog for teams who want powerful data discovery without enterprise complexity. Catalog every data asset, enrich it with the context that matters and make it accessible to your team and your AI tools.

Unlike traditional catalogs that require extensive infrastructure and configuration, Marmot ships as a single binary with an intuitive UI, making it easy to deploy and start cataloging in minutes.

Features

  • Search everything: Find any data asset in seconds with full-text search plus structured queries, boolean logic and metadata filters.
  • Interactive lineage: Trace data flows from source to destination and analyse impact before making changes.
  • Metadata-first: Store rich metadata for any asset type, from tables and topics to APIs and dashboards.
  • Team collaboration: Assign ownership, document business context and maintain shared glossaries.
  • AI-ready: Expose certified context through MCP, the API and the UI.

Deploy

New to Marmot? Follow the Deploy documentation for a guided setup.

Development

See Local Development for how to get started developing locally.

Community

Join our Discord community for help, feedback and updates on new features.

Contributing

All types of contributions are encouraged and valued!

  • Report bugs or suggest features via GitHub Issues
  • Improve documentation
  • Build new plugins for data sources

Before contributing, please check out the Contributing Guide.

FAQ

What is Marmot?

Marmot is an open-source data catalog for teams who want powerful data discovery without enterprise complexity. It catalogs every data asset (tables, topics, queues, APIs), enriches it with context, and makes it accessible to both your team and AI tools. Unlike traditional catalogs requiring extensive infrastructure, Marmot ships as a single binary with an intuitive UI.

Why Use Marmot?

Feature Benefit
Search Everything Find any data asset in seconds with full-text search, structured queries, boolean logic, and metadata filters
Interactive Lineage Trace data flows from source to destination, analyze impact before making changes
Metadata-First Store rich metadata for any asset type (tables, topics, APIs, dashboards)
Team Collaboration Assign ownership, document business context, maintain shared glossaries
AI-Ready Expose certified context through MCP, API, and UI
Single Binary No complex infrastructure required, deploy in minutes

How Does Marmot Integrate with AI Agents?

Marmot exposes certified context through MCP (Model Context Protocol), enabling AI agents to query real metadata about your data assets. This allows AI tools to understand your data landscape, trace lineage, and make informed decisions based on actual metadata rather than guessing.

What Data Sources Can I Catalog?

Marmot supports cataloging various data asset types through its plugin system:

  • Tables (databases, data warehouses)
  • Topics (message queues, event streams)
  • Queues (job queues, messaging systems)
  • APIs (REST, GraphQL, internal services)
  • Dashboards (visualization tools, BI platforms)

How Do I Deploy Marmot?

Quick Start Options:

Method Description
Documentation Guide Follow the Deploy guide for step-by-step setup
Single Binary Download and run the single binary for your platform

Is Marmot Free?

Yes! Marmot is open-source software licensed under the MIT License. You can use, modify, and distribute it freely. Self-hosting is completely free with no licensing costs.

How Can I Contribute?

All contributions are welcome:

  • Report bugs or suggest features via GitHub Issues
  • Improve documentation (README, guides, API docs)
  • Build new plugins for additional data sources
  • Check the Contributing Guide before contributing

Where Can I Get Help?

Resource Link
Documentation marmotdata.io/docs
Discord Community Join Discord
GitHub Issues Report issues

License

Marmot is open-source software licensed under the MIT License.

README fetched from the repository 4 days ago. The original is authoritative.

Questions

About Marmot

How do I install Marmot?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Marmot safe to use with an AI agent?

Its trust score is 89 out of 100 (excellent). It passes 4 of the 5 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Marmot still maintained?

Yes — the latest release is v0.11.1 (11 Oct 2026), and the last commit was 8 days ago. The repository has 623 stars and 31 open issues.