pretestads-agent-scripts
pretestads-agent-scripts is an MCP server, listed under model apis. It reaches evm, openai and solana. It needs EVM_PRIVATE_KEY, OPENAI_API_KEY and SOLANA_PRIVATE_KEY to authenticate. Its repository has 0 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
Score video/image ads using the PreTestAds neural model from various AI agents including OpenAI, Claude, Gemini, LangChain, CrewAI, Vercel AI SDK, or any x402-capable agent, with payments made in USDC on a per-request basis, requiring no API key.
Install
Read from pretestads-agent-scripts’s own README, close to verbatim -- not written by us, and not guessed.
cd python && pip install -r requirements.txt openai OPENAI_API_KEY=sk-... SOLANA_PRIVATE_KEY=<base58> \n python openai_agent.py "Score this ad and tell me how to improve it: https://example.com/ad.mp4"
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Score video/image ads with the PreTestAds neural model from OpenAI, Claude, Gemini, LangChain, CrewAI, Vercel AI SDK, or any x402-capable agent — pay-per-request in USDC, no API key needed.
pretestads-agent-scripts compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| pretestads-agent-scripts (this page) | evm, openai, solana | EVM_PRIVATE_KEY, OPENAI_API_KEY, SOLANA_PRIVATE_KEY | 0 | 2026-07-18 | MIT |
| paperbanana | atlascloud, google, openai(1 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| ms-365-mcp-server | ms365, openai(1 shared) | MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY | 1,068 | 2026-10-23 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| flama | anthropic, openai(1 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| mcp-ragdocs | openai, qdrant(1 shared) | OPENAI_API_KEY, QDRANT_API_KEY | 265 | 2025-07-18 | MIT |
Ranked by services in common with pretestads-agent-scripts, then by stars. Figures are from each repository when we last read it.
Common questions about pretestads-agent-scripts
- What does pretestads-agent-scripts do?
- Score video/image ads using the PreTestAds neural model from various AI agents including OpenAI, Claude, Gemini, LangChain, CrewAI, Vercel AI SDK, or any x402-capable agent, with payments made in USDC on a per-request basis, requiring no API key.
- How do I install pretestads-agent-scripts?
- Its own README gives this command: cd python && pip install -r requirements.txt openai OPENAI_API_KEY=sk-... SOLANA_PRIVATE_KEY=<base58> \n python openai_agent.py "Score this ad and tell me how to improve it: https://example.com/ad.mp4". Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does pretestads-agent-scripts connect to, and what does it need?
- It reaches evm, openai and solana. The credentials we found in its source are EVM_PRIVATE_KEY, OPENAI_API_KEY and SOLANA_PRIVATE_KEY.
- Is pretestads-agent-scripts official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-07-18.
- What licence does pretestads-agent-scripts use?
- The repository declares the MIT licence.
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