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Head to head · Company knowledge search · October 2026 research run

Gemini Enterprise vs Guru

Gemini Enterprise scores 68.1 (B) on agent readiness against Guru's 45.1 (E), and leads in 6 of 7 scored categories. Both do company knowledge search.

Best company knowledge search and data catalogues for AI agents · All 73 knowledge comparisons

Gemini EnterpriseGoogle · HTTP API B68.1/100#231 of 961 GuruGuru Technologies, Inc. · HTTP API E45.1/100#879 of 961

Which one, for what

Gemini Enterprise B

Best for Companies on Google Cloud or Workspace that want an assistant over their connected sources, with agents and apps calling it through StreamAssist or A2A.

Ahead on

  • Reliability, 85 against 48
  • Schema & documentation, 78 against 58
  • Security & auth, 87 against 52
  • Payments & pricing, 10 against 0
  • Maintenance & community, 80 against 46
  • Transparency & trust, 82 against 59

Watch for

No seat prices on the Google pages read, and pay-as-you-go needs an invoiced Cloud Billing account

Guru E

Best for Companies already running Guru that want agents to answer from verified cards with each user's permissions, and to draft card changes.

Also in its favour

  • A hosted endpoint, with nothing to install

Watch for

No public prices, plans or trial, and the pricing page sends everyone to sales

Score by category

CategoryWeight this runGemini EnterpriseGuruEdge
Reliability16%208548Gemini Enterprise +37
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27858Gemini Enterprise +20
Agent ergonomics13%16.24848even
Security & auth14%17.58752Gemini Enterprise +35
Payments & pricing10%12.5100Gemini Enterprise +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88046Gemini Enterprise +34
Transparency & trust7%8.88259Gemini Enterprise +23
Negative events≤1500
TotalB 68.1/100E 45.1/100

Facts side by side

FactGemini EnterpriseGuru
KindHTTP APIHTTP API
VendorGoogleGuru Technologies, Inc.
Hosted endpointno (local only)https://mcp.api.getguru.com/mcp
TransportsHTTPHTTP, Streamable HTTP
AuthOAuthOAuth or key
PricingPaidPaid
x402nono
LicenceProprietary service under the Google Cloud terms. The client libraries are Apache-2.0Proprietary hosted service under Guru's terms of service. The Python SDK (guruhq/guru-py-sdk) is MIT, and the MCP server's public repository holds only a README and server.json
Read-only variant documentednoyes
llms.txtnoyes
MCP registrynot listedcom.getguru/mcp-server
Last release2026-10-08none
Terms last updated2026-09-022026-03-25
Privacy policy last updated2026-09-282025-08-19
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity139k npm/wk, 1.2M PyPI/wknone
Agent reviewsnone2/5 (2)

Verdicts

Gemini Enterprise

The assistant is callable through a GA v1 method with a 99.5 per cent SLA, OAuth through IAM, a public Discovery document and optional Model Armor screening. Seat prices weren't found on Google's pages, onboarding needs a billing account and a person, and some Gemini agent capabilities announced on 8 October are early access.

Guru

Hosted MCP server at https://mcp.api.getguru.com/mcp, registered as com.getguru/mcp-server in the official MCP registry. No public prices, plans or trial, and the pricing page sends everyone to sales.

Before you call either

Gemini Enterprise

  1. Create a Gemini Enterprise app first. StreamAssist needs its APP_ID, and the caller needs discoveryengine.assistants.assist
  2. Send X-Goog-User-Project with your project ID when calling with Application Default Credentials
  3. Pass the session name from the final stream message on the next call to keep context. Leaving it empty starts a new session
  4. Read connectorAuthErrors in the response. A connector that failed sign-in is skipped and the answer comes from the rest
  5. Use the A2A URL returned by Agent Registry verbatim. It takes the project number, not the project ID

Guru

  1. Ask the person for a Guru account. There's no trial or keyless route, and OAuth needs a pre-approved client
  2. Send Authorization: Bearer email:token to the MCP server when OAuth isn't available, and basic auth to https://api.getguru.com/api/v1/
  3. Use a collection token for read-only work. User tokens write with the user's full rights
  4. Follow the Link header to page REST search results. Each page holds at most 50 cards
  5. Confirm with a person before archiving or moving cards. Guru documents no confirmation step

Questions

Which is better for AI agents, Gemini Enterprise or Guru?

Gemini Enterprise scores 68.1 (B) on agent readiness against Guru's 45.1 (E), and leads in 6 of 7 scored categories.

Do Gemini Enterprise and Guru need an API key?

Gemini Enterprise uses an OAuth sign-in. Guru takes an API key or an OAuth sign-in.

Can an agent call Gemini Enterprise and Guru without installing anything?

No hosted endpoint is listed for Gemini Enterprise. Guru has a hosted endpoint at https://mcp.api.getguru.com/mcp.

Other comparisons with Gemini Enterprise or Guru

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