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Pay-per-use AI and data tools via x402: image, video, music, voice, search, crypto. USDC.

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Status
Unhealthy
Uptime
80.7% over 74 days
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
–

TDQS

B3.4/5.0

Scored across 24 tools

Disambiguation2/5

Four image generation tools, three video tools, and five 'ask' tools create significant overlap. Although descriptions specify the model, an agent must carefully compare prices and capabilities to choose correctly, making misselection likely.

Naming Consistency3/5

All tool names use snake_case, but patterns are mixed: some start with verbs (remove_bg, scrape_page), some with nouns (crypto_prices, market_snapshot), and many use ai_/ask_ prefixes. Model suffixes like flux, gpt, pro, kling are descriptive but not systematically applied.

Tool Count3/5

24 tools is heavy, inflated by near-duplicate variants for image, video, and LLM queries. While the broad scope justifies a large count, the redundant tools could have been consolidated.

Completeness4/5

The toolset covers a wide range of media and data tasks: image, video, music, voice, vision, LLM, web, crypto, domain, and endpoint discovery. Notable gaps like speech-to-text or image editing exist, but the surface is fairly complete for a general-purpose media toolkit.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 8 tool updates
    • Addedai_image_flux
    • Addedai_image_gpt
    • Addedai_image_pro
    • Addedai_video_kling
    • Addedai_video_seedance
    • Addedask_gemini
    • Addedask_gpt
    • Addedask_grok
  2. 16 tool updates
    • First observedai_image
    • First observedai_music
    • First observedai_video
    • First observedai_vision
    • First observedai_voice
    • First observedask_ai
    • First observedask_ai_pro
    • First observedcall_endpoint
    • First observedcrypto_prices
    • First observeddomain_info
    • First observedlist_endpoints
    • First observedmarket_snapshot
    • First observedremove_bg
    • First observedresearch_report
    • First observedscrape_page
    • First observedweb_search

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