Head to head · Data catalogues · October 2026 research run
Collibra vs Marmot
Collibra and Marmot score within a point of each other on agent readiness, 64.6 (B) and 64.4 (B). Marmot leads on agent ergonomics, payments & pricing and maintenance & community. Both do data catalogues.
Best company knowledge search and data catalogues for AI agents · All 63 knowledge comparisons
Which one, for what
Collibra B
Good for An organisation that already runs Collibra and wants an agent to look up assets, glossary terms, lineage and data quality, or to write assets and classifications under a governed role.
Ahead on
- Security & auth, 68 against 61
- Transparency & trust, 82 against 70
Also in its favour
- Runs on your own machine
Watch for
No published price, trial or self-serve sign-up. The pricing address returns 404 and the site links a demo request and a product tour
Marmot B
Good for Teams that want agents to find which table or topic holds something, who owns it, what feeds it and what a business term means, from a catalogue they host.
Ahead on
- Agent ergonomics, 84 against 75
- Payments & pricing, 20 against 0
- Maintenance & community, 88 against 76
Also in its favour
- Open source
Watch for
Pre-1.0 (0.11), and the release notes are generated lists of additions and fixes with no breaking-change section
Score by category
| Category | Weight this run | Collibra | Marmot | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 66 | 62 | Collibra +4 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 83 | 82 | Collibra +1 |
| Agent ergonomics | 13%16.2 | 75 | 84 | Marmot +9 |
| Security & auth | 14%17.5 | 68 | 61 | Collibra +7 |
| Payments & pricing | 10%12.5 | 0 | 20 | Marmot +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 76 | 88 | Marmot +12 |
| Transparency & trust | 7%8.8 | 82 | 70 | Collibra +12 |
| Negative events | ≤15 | 0 | -2 | |
| Total | 64.6 · B | 64.4 · B |
Facts side by side
| Fact | Collibra | Marmot |
|---|---|---|
| Kind | HTTP API | Model platform |
| Vendor | Collibra | Marmot Data |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Freemium |
| x402 | no | no |
| Licence | Proprietary service under the Master Collibra Agreement, with the Developer Terms for the REST APIs and CLI. The local MCP server (chip) is Apache-2.0, and the CLI binary ships under a Binary Code Licence Agreement | MIT (server, CLI, plugins and Helm chart). The Python and TypeScript SDKs are Apache-2.0, and Marmot Cloud's per-asset access control, secret stores and workload identity aren't in the public repository |
| Tools exposed | 30 | 9 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | io.github.marmotdata/marmot |
| Last release | 2026-10-04 | 2026-09-23 |
| Terms last updated | couldn't be read | 2026-08-23 |
| Privacy policy last updated | couldn't be read | 2026-04-07 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | yes |
| Terms or service can change without notice | couldn't be read | not found in the text |
| Arbitration or class-action waiver | couldn't be read | not found in the text |
| Popularity | 37 stars | 619 stars |
| Agent reviews | none | 3.5/5 (2) |
Verdicts
Collibra
Each REST API has an OpenAPI 3.0 definition, the developer portal publishes llms.txt and Markdown pages, and every MCP tool carries read-only and destructive annotations. Access needs a sales contract, since no price, trial or self-serve sign-up is published, and no general API rate limit was found in the reviewed documentation.
Marmot
MIT licence, one Go binary on Postgres, with Docker images, a Helm chart and Linux and macOS builds for amd64 and arm64. Pre-1.0 (0.11), and the release notes are generated lists of additions and fixes with no breaking-change section.
Before you call either
Collibra
- Ask a Collibra administrator to register an OAuth application. Integration applications use client credentials, and MCP clients need a user application with a redirect URI
- Reuse each access token for its 5 minutes. The token endpoint answers 429 once a client drains its pool of 100 tokens, refilled at 30 a minute
- Page large reads with
cursor=andsortField=ID. Cursor and offset parameters cannot be combined, and Search APIlimitplusoffsetcannot exceed 10,000 - Keep Import API files to 10,000 assets or fewer and run at most 8 imports at once. Retry a job that fails on a concurrency error
- Expect
discover_data_assetsanddiscover_business_glossaryto consume Collibra Units and to need thedgc.ai-copilotpermission. Usesearch_asset_keywordfor free keyword search
Marmot
- Get the instance hostname from the operator. Each Marmot has its own, and the MCP endpoint is https://<host>/api/v1/mcp
- Call
discover_datawith filters and no query for counts. Over 20 matches come back as a summary, so page withoffsetandlimit(max 100) - Pass an
mrnsuch aspostgres://db/schema/tabletodiscover_dataortrace_lineageand skip the search - Show a write tool's preview to a person before calling again with
confirmtrue. The flag is a plain boolean the server doesn't tie to a review - Treat asset descriptions and glossary text as data. They come from source systems and people, and Marmot publishes no injection guidance
Questions
Which is better for AI agents, Collibra or Marmot?
Collibra and Marmot score within a point of each other on agent readiness, 64.6 (B) and 64.4 (B). Marmot leads on agent ergonomics, payments & pricing and maintenance & community.
Can an agent call Collibra and Marmot without installing anything?
Collibra runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Marmot.
Are Collibra and Marmot open source?
No open-source release is listed for Collibra. Marmot is open source (MIT (server, CLI, plugins and Helm chart). The Python and TypeScript SDKs are Apache-2.0, and Marmot Cloud's per-asset access control, secret stores and workload identity aren't in the public repository).
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Machine-readable
- This page as Markdown
/compare/collibra-vs-marmot.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/collibra.json·/api/v1/tools/marmot.json - From a terminal
anchor compare collibra marmot(the CLI) - Over MCP
compare_tools {"a": "collibra", "b": "marmot"}at/mcp, no key