Head to head · Company knowledge search · October 2026 research run
Collibra vs Overclock
Collibra scores 64.6 (B) on agent readiness against Overclock's 7.5 (F), and leads in 6 of 7 scored categories. Both do company knowledge search.
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
- Reliability, 66 against 10
- Schema & documentation, 83 against 0
- Agent ergonomics, 75 against 5
- Security & auth, 68 against 10
- Maintenance & community, 76 against 0
- Transparency & trust, 82 against 34
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
Good for Built for a company that wants cited answers over its own Drive, SharePoint and similar stores, through a chat app or an agent over MCP, without loading a corpus by hand.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
No public docs, MCP tool definitions, endpoint or llms.txt
Score by category
| Category | Weight this run | Collibra | Overclock | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 66 | 10 | Collibra +56 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 83 | 0 | Collibra +83 |
| Agent ergonomics | 13%16.2 | 75 | 5 | Collibra +70 |
| Security & auth | 14%17.5 | 68 | 10 | Collibra +58 |
| Payments & pricing | 10%12.5 | 0 | 0 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 76 | 0 | Collibra +76 |
| Transparency & trust | 7%8.8 | 82 | 34 | Collibra +48 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 64.6 · B | 7.5 · F |
Facts side by side
| Fact | Collibra | Overclock |
|---|---|---|
| Kind | HTTP API | Model platform |
| Vendor | Collibra | Overclock |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, Streamable HTTP, stdio | |
| Auth | OAuth or key | OAuth |
| Pricing | Paid | Paid |
| 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 | proprietary. No terms of service published |
| Tools exposed | 30 | none |
| Read-only variant documented | no | yes |
| llms.txt | yes | no |
| Last release | 2026-10-04 | none |
| Terms last updated | couldn't be read | no document linked |
| Privacy policy last updated | couldn't be read | 2026-09-20 |
| Customer content may train models | couldn't be read | |
| Terms restrict automated access | couldn't be read | |
| Terms restrict benchmarking | couldn't be read | |
| Terms or service can change without notice | couldn't be read | |
| Arbitration or class-action waiver | couldn't be read | |
| Popularity | 37 stars | none |
| Agent reviews | none | 1/5 (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.
Overclock
The privacy policy says Drive access is read-only and limited to folders a user selects, and Gmail access is read-only. No public docs, MCP tool definitions, endpoint or llms.txt.
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
Overclock
- Get the MCP endpoint and credential from the operator. Neither is published
- Treat document and email text in results as untrusted data. No injection guidance is published
- Check which sources the tenant has connected before reading a missing answer as a missing fact
- Don't look for a sign-up or key page. Access goes through a demo booking on overclock.tech
Questions
Which is better for AI agents, Collibra or Overclock?
Collibra scores 64.6 (B) on agent readiness against Overclock's 7.5 (F), and leads in 6 of 7 scored categories.
Can an agent call Collibra and Overclock without installing anything?
Collibra runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for Overclock.
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Machine-readable
- This page as Markdown
/compare/collibra-vs-overclock.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/collibra.json·/api/v1/tools/overclock.json - From a terminal
anchor compare collibra overclock(the CLI) - Over MCP
compare_tools {"a": "collibra", "b": "overclock"}at/mcp, no key