OpenAI Ads MCP (trakkr-aisearch/openai-ads-mcp) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 27 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

OpenAI Ads MCP

Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Supports account, campaign, ad group, ad, creative, audience, insight, and conversion tools with readonly mode and guarded writes.

→ trakkr-aisearch/openai-ads-mcp· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

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Who stands behind it

trakkr-aisearch

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 3 credentials: OPENAI_ADS_API_KEY, OPENAI_ADS_MCP_EDGE_SECRET, OPENAI_ADS_MCP_HTTP_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.
configHOST
configOPENAI_ADS_API_BASE_URLOptional HTTPS override for tests or proxies.
🔐 secretOPENAI_ADS_API_KEYexport ="..."
configOPENAI_ADS_BUDGET_CEILING_USDOptional budget guard. Default 100.
🔐 secretOPENAI_ADS_MCP_EDGE_SECRETOptional shared secret expected in X-Trakkr-Edge-Secret when a Worker is in front.
configOPENAI_ADS_MCP_GLOBAL_TOOL_CALLS_PER_DAY
configOPENAI_ADS_MCP_HEALTH_PATH
configOPENAI_ADS_MCP_HOSTED_DISABLEDSet to 1 to make /mcp return 503 while /healthz remains available.
configOPENAI_ADS_MCP_HOSTED_PUBLICSet to 1 for the public read-only hosted endpoint safety profile.
configOPENAI_ADS_MCP_HTTP_ALLOWED_ORIGINS
configOPENAI_ADS_MCP_HTTP_ALLOW_BASE_URL_OVERRIDE
configOPENAI_ADS_MCP_HTTP_ALLOW_FILE_PATH_UPLOADS
configOPENAI_ADS_MCP_HTTP_ALLOW_WRITESSet to 1 to expose write tools in HTTP mode.
configOPENAI_ADS_MCP_HTTP_BODY_MAX_BYTES
configOPENAI_ADS_MCP_HTTP_CORS_ORIGIN
configOPENAI_ADS_MCP_HTTP_PATH
configOPENAI_ADS_MCP_HTTP_PORT
configOPENAI_ADS_MCP_HTTP_SESSION_TTL_MS
🔐 secretOPENAI_ADS_MCP_HTTP_TOKENexport ="choose_a_long_random_token"
configOPENAI_ADS_MCP_LOG_SUMMARY_MAX_BYTES
configOPENAI_ADS_MCP_READONLYReadonly mode hides every write tool from tools/list. Unset only after you have confirmed the account and reviewed existing campaigns.
configOPENAI_ADS_MCP_TELEMETRY_SALTRequired in hosted public mode for IP, API-key, and text hashes.
configOPENAI_ADS_MCP_TRANSPORT
configOPENAI_ADS_MCP_UPSTREAM_RESPONSE_MAX_BYTES
configOPENAI_ADS_MCP_UPSTREAM_TIMEOUT_MS
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

27/27 tools missing one or more hints — get_account (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_ad_groups (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_ad_group (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +24 more. 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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

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/trakkr-aisearch/openai-ads-mcp)](https://m8ven.ai/mcp/trakkr-aisearch/openai-ads-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 4c18f69f980d9326a2979f978350cc4887dfe1a0
code hash: 1b2f7685eb6151e189273b875a1dbfc9662dcb1e2c27b46c9cca1eae05869e1a
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