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13 days ago

google-ads-mcp

MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.

→ googleads/google-ads-mcp· listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

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Who stands behind it

googleads

Source: Glama

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// key findings
✅
2 tools verified — handlers match their declared behaviour
2 read-only tools verified — handlers contain no write/delete/exec
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 4 credentials: GOOGLE_ADS_MCP_OAUTH_CLIENT_SECRET, GOOGLE_ADS_MCP_STORAGE_ENCRYPTION_KEY, GOOGLE_ADS_MCP_JWT_SIGNING_KEY, GOOGLE_ADS_DEVELOPER_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configGOOGLE_ADS_MCP_OAUTH_CLIENT_IDYour Google Cloud OAuth 2.0 Client ID.
🔐 secretGOOGLE_ADS_MCP_OAUTH_CLIENT_SECRETYour Google Cloud OAuth 2.0 Client Secret.
configGOOGLE_ADS_MCP_STORAGE_TYPE(Optional) Storage backend for OAuth state (filetree, redis, or memory).
configGOOGLE_ADS_MCP_STORAGE_PATH(Optional) Directory path for filetree persistent storage.
configGOOGLE_ADS_MCP_STORAGE_REDIS_URL(Optional) Redis URL for redis persistent storage.
🔐 secretGOOGLE_ADS_MCP_STORAGE_ENCRYPTION_KEY(Optional) Encryption key for stored OAuth tokens.
🔐 secretGOOGLE_ADS_MCP_JWT_SIGNING_KEY(Optional) Secret key used to sign FastMCP JWT tokens across multiple server instances or deployments.
configGOOGLE_ADS_MCP_BASE_URL(Optional) The base URL where the server is accessible (defaults to http://localhost:8080).
🔐 secretGOOGLE_ADS_DEVELOPER_TOKEN"": "YOUR_DEVELOPER_TOKEN"
configGOOGLE_ADS_LOGIN_CUSTOMER_ID"": "YOUR_MANAGER_CUSTOMER_ID"
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

All four hints declared on every tool

2/2 tools missing one or more hints — list_accessible_customers (missing: destructiveHint, idempotentHint, openWorldHint); get_resource_metadata (missing: destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool inputs are validated

1/2 tool handlers declare input schemas (50%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

1/2 tool handlers wrap calls in try/catch (50%)

Wrap each tool handler body in try/catch and return a structured error response.

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/googleads-google-ads-mcp-bu9lie)](https://m8ven.ai/mcp/googleads-google-ads-mcp-bu9lie)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 91beff7c9f90b8ae2d14fa5ae5514a95b4505d00
code hash: 8e6a78c23b55d1d4c1e4c7b06f56e290f19f85f3a967874b2727974ef9950a01
verified: 8/6/2026, 5:36:31 AM
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