TikTok Ads Library MCP Server (proxy-intell/tiktok-ads-library-mcp) is an MCP server listed on the M8ven Trust Index. It scores 71 out of 100, grade C. It declares 7 tools. No publisher has claimed this listing.

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C
Limited view
71/100
19 days ago

TikTok Ads Library MCP Server

Search and analyze TikTok's public ad library, including ad creatives, video scene-by-scene insights, and advertiser comparisons.

→ proxy-intell/tiktok-ads-library-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.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

proxy-intell

Source: Glama

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Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings
✅
7 tools verified — handlers match their declared behaviour
6 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 2 credentials: GEMINI_API_KEY, SCRAPECREATORS_API_KEY
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.
configGEMINI_MODEL
🔐 secretGEMINI_API_KEYFor video analysis, ensure =your_key_here is also added
🔐 secretSCRAPECREATORS_API_KEYAn API key for an ads data provider, set as (see configuration below)
// quality suggestions

All four hints declared on every tool

7/7 tools missing one or more hints — search_tiktok_ads (missing: destructiveHint, idempotentHint); get_tiktok_ad_details (missing: destructiveHint, idempotentHint); analyze_ad_image (missing: destructiveHint, idempotentHint), +4 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.

Tool inputs are validated

6/7 tool handlers declare input schemas (86%)

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

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 3 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/proxy-intell-tiktok-ads-library-mcp-fa6o6h)](https://m8ven.ai/mcp/proxy-intell-tiktok-ads-library-mcp-fa6o6h)
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commit: d3f6337a7b0e97716aabd2900fe9e92f505b93db
code hash: eb6e440c5b802f31ec27bd9cb54458d036d088a74ab32522ccadf4e3feeaa698
verified: 8/6/2026, 9:11:17 AM
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