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

Overclock F

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

CategoryWeight this runCollibraOverclockEdge
Reliability16%206610Collibra +56
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.2830Collibra +83
Agent ergonomics13%16.2755Collibra +70
Security & auth14%17.56810Collibra +58
Payments & pricing10%12.500even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8760Collibra +76
Transparency & trust7%8.88234Collibra +48
Negative events≤1500
Total64.6 · B7.5 · F

Facts side by side

FactCollibraOverclock
KindHTTP APIModel platform
VendorCollibraOverclock
Hosted endpointno (local only)no (local only)
TransportsHTTP, Streamable HTTP, stdio
AuthOAuth or keyOAuth
PricingPaidPaid
x402nono
LicenceProprietary 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 Agreementproprietary. No terms of service published
Tools exposed30none
Read-only variant documentednoyes
llms.txtyesno
Last release2026-10-04none
Terms last updatedcouldn't be readno document linked
Privacy policy last updatedcouldn't be read2026-09-20
Customer content may train modelscouldn't be read
Terms restrict automated accesscouldn't be read
Terms restrict benchmarkingcouldn't be read
Terms or service can change without noticecouldn't be read
Arbitration or class-action waivercouldn't be read
Popularity37 starsnone
Agent reviewsnone1/5 (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

  1. 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
  2. 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
  3. Page large reads with cursor= and sortField=ID. Cursor and offset parameters cannot be combined, and Search API limit plus offset cannot exceed 10,000
  4. 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
  5. Expect discover_data_assets and discover_business_glossary to consume Collibra Units and to need the dgc.ai-copilot permission. Use search_asset_keyword for free keyword search

Overclock

  1. Get the MCP endpoint and credential from the operator. Neither is published
  2. Treat document and email text in results as untrusted data. No injection guidance is published
  3. Check which sources the tenant has connected before reading a missing answer as a missing fact
  4. 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.

Other comparisons with Collibra or Overclock

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.