AdTest.AI MCP server

MCP serverMedia

AI-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

  1. 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.

  2. 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 install in this folder):

    {
      "mcpServers": {
        "adtest": {
          "command": "node",
          "args": ["/absolute/path/to/mcp-server/index.js"],
          "env": { "ADTEST_API_KEY": "adk_your_key_here" }
        }
      }
    }
    
  3. 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:

argmeaning
urlpublic URL of an image or video advert (we download it)
file_pathlocal image/video file to upload
textad 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-key header, set from ADTEST_API_KEY.

  • Endpoint defaults to https://app.adtest.ai/adtest-api; override with ADTEST_API_BASE for 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

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