AdTest.AI MCP server
MCP serverMediaAI-only ad scoring for Claude: score image, video or text ads on 13 dimensions before you spend.
Unavailable. This server has no hosted endpoint yet, so ahel can't serve it.
Connect ahel once, and every AI you use reads what you have installed.
From the project's README
As published by menaker/adtest-mcp in README.md.
· Registry name: ai.adtest/adtest-mcp · License: MIT
Adds a single analyze_advert tool to Claude (Desktop, Code, or any MCP client) that
runs AdTest.AI's AI-only 13-dimension analysis of an advert — image, video, or text —
and returns a detailed scoring report. (Human-panel validation is available in the
web app only, not through this server.)
Quick add for Claude Code:
claude mcp add adtest -e ADTEST_API_KEY=adk_your_key_here -- npx -y adtest-mcp
Setup
-
Get an API key: sign in at https://app.adtest.ai → the Developer (gear) icon → Generate key. Make sure your wallet has funds — each successful analysis costs $1.
-
Add the server to your Claude config (Claude Desktop:
claude_desktop_config.json; Claude Code:.mcp.json):{ "mcpServers": { "adtest": { "command": "npx", "args": ["-y", "adtest-mcp"], "env": { "ADTEST_API_KEY": "adk_your_key_here" } } } }Or run it from a local checkout (after
npm installin this folder):{ "mcpServers": { "adtest": { "command": "node", "args": ["/absolute/path/to/mcp-server/index.js"], "env": { "ADTEST_API_KEY": "adk_your_key_here" } } } } -
Restart Claude, then just ask:
- “Analyze this advert: https://example.com/ad.jpg”
- “Analyze this ad video file: /Users/me/promo.mp4”
- “Score this ad copy: 50% off all shoes this weekend — shop now.”
The tool
analyze_advert — provide one of:
| arg | meaning |
|---|---|
url | public URL of an image or video advert (we download it) |
file_path | local image/video file to upload |
text | ad copy to analyze |
brand_url (optional) | advertiser website — improves brand/logo detection |
Returns the AI analysis text plus the amount charged and your remaining balance.
How it works (async — so video works)
The server submits the job to POST /developer/ai-analysis/jobs, gets a
job_id back immediately, then polls GET /developer/ai-analysis/jobs/{job_id}
every few seconds until it's complete or failed. This is why video works:
a single synchronous request would be cut off by the CDN edge timeout (~100s),
but video analysis can take several minutes. You're charged once, on success,
when the job completes — a failed job is never billed.
Notes
-
Registered in the official MCP Registry as
ai.adtest/adtest-mcp. -
Auth is the
x-api-keyheader, set fromADTEST_API_KEY. -
Endpoint defaults to
https://app.adtest.ai/adtest-api; override withADTEST_API_BASEfor staging. -
Poll ceiling defaults to 15 min; override with
ADTEST_POLL_TIMEOUT_MS(milliseconds) for very long video. -
Rate limits: 30 submits/min and 2000/day per key (60/min per IP); polling is generous (240/min) and handled for you.
-
Errors come back as readable text:
invalid_api_key,insufficient_funds,no_creative,invalid_url,unsupported_media_type,too_many_requests,analysis_failed(the last is not charged). -
Requires Node ≥ 18.
Links
- Product: https://adtest.ai
- Setup guide and FAQ: https://adtest.ai/mcp/
- App and API keys: https://app.adtest.ai
- Issues: https://github.com/menaker/adtest-mcp/issues
License
MIT — see LICENSE.
Signals
- Last commit
- Sep 2026
- Weekly downloads
- 143
Advanced
- Delivery
- adtest-mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
ai-adtest-adtest-mcp- Source
- github.com/menaker/adtest-mcp