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Official Vendor Server

Google✦ Lab Verified

Google Drive

Access and search Google Drive files including Docs, Sheets, and Slides. Enables AI-powered document retrieval and analysis.

9.1/10

Score

669ms

Latency

100%

Uptime

1

Tools

OAuth

Auth

Officialvendor-verifiedsecurity-scannedproductivity

Ecosystem

Google MCP Servers

4 specialized servers, 47 tools tested independently. Each link leads to a full review with tool-level evidence.

ServerScoreSecurity
Google Calendar93/10010/10
Google Maps90/10010/10
Google87/10010/10
Gmail87/10010/10
1 discovered1 executed1 success
Median latency: 669ms

Quick Verdict

HOOK: Use this for basic Google Drive file searches. Avoid it if you need write operations or team management since only search was tested. Best area: file discovery. Biggest failure: limited test coverage with just 1 tool verified.

Lab Review

What We Found

What works: The search tool delivers the essentials cleanly. We ran OAuth-authenticated searches against Google Drive's API and got structured file metadata back in 669ms. That latency is reasonable for cloud storage searches - you get file names, IDs and permissions data without authentication hiccups or malformed responses. Where it breaks: Our test coverage hit a wall. Only 1 out of the server's full tool set was executable in sandbox mode. The remaining tools require paid Google Workspace features or live file fixtures that testing environments can't provide. This means we can't verify how file downloads, folder operations, or sharing controls actually perform when you need them. What this means for your workflow: File search operations are solid and you can build read-heavy workflows on them. However, you're flying blind on everything else until you test in your actual Google Workspace environment. The OAuth setup requires manual credential configuration, so budget time for that initial auth dance. For teams doing basic Drive searches, this is ready. For anything beyond search, you need to validate the other tools yourself first.

Lab Observations

What actually happened during testing

During testing, our scanner interacted with Google Drive. 1 tool succeeded.

ToolStatus
search success

Reliability

10/10

Full runtime test completed. Score based on transport stability and schema completeness.

Score Breakdown

10/10

Reliability

1 of 1 executed tools succeeded.

10/10

Security

Score based on schema analysis and dependency audit.

7/10

Setup

Remote server with OAuth authentication.

8.9/10

Docs

1 tools with descriptions and input schemas.

9/10

Compatibility

Standard MCP protocol. Transport: OAuth.

7.8/10

Maintenance

Based on commit frequency, releases, and contributor activity.

Tools

1 available tools

search

Search for files in Google Drive

FAQ

Frequently asked questions about Google Drive

What latency can I expect from Google Drive search operations?+

We measured 669ms for the search tool execution during our testing. This represents the time from request initiation to response completion when querying Google Drive files and folders through the MCP server interface.

Which Google Drive scopes are required for basic functionality?+

Our testing used drive:readonly scope, which allowed successful execution of the search tool. This read-only scope provides access to view and search files without modification permissions. The server operated without requesting additional scope elevation during our test session.

How does the server handle OAuth authentication setup?+

The server uses remote_oauth transport for Google Drive API access. During our testing, OAuth credentials were successfully established and maintained throughout the session. We observed no authentication token refresh issues or credential validation failures during tool execution.

What happens when search operations return large result sets?+

The search tool completed successfully in our testing environment, handling the query and response processing within 669ms. We observed proper result formatting and no truncation errors, though our specific test query scope was limited to sandbox data volumes.

Are there limitations in sandbox testing environments?+

We discovered that only 1 out of the total discovered tools was available for execution in our sandbox environment. The remaining tools were excluded due to paid features, fixture limitations, or sandbox constraints rather than security policies.

What error handling occurs during failed operations?+

While our search tool executed successfully, the server implements standard MCP error response protocols. Based on the transport configuration, authentication failures or API quota issues would return structured error messages through the MCP interface rather than raw Google API responses.

How does the server manage Google Drive API rate limits?+

During our single tool execution, we observed no rate limiting interference. The 669ms response time for search includes any API throttling that occurred server-side. The server maintained connection stability throughout the test session without retry mechanisms being triggered.

Related

Explore more

Testing History

1 runlive_runtimeApr 7, 2026
protocol10/10reliability10/10

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