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Server Details

48 pay-per-call tools: search, scraping, PDF, OCR, LLM, crypto, DeFi, SEC. x402 USDC.

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Status
Unhealthy
Uptime
21.4% over 21 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

B3.1/5.0

Scored across 71 tools

Disambiguation1/5

Many tools are functional duplicates that are hard to tell apart: chat_completions, llm, large_chat_completions and a dozen model-specific *_chat_completions variants all offer chat; audio_speech/speak, audio_transcriptions/transcribe, embed/embeddings, image_generate/images_generations, moderate/moderations, and token_report/token_verdict/token_scan/token_solana overlap heavily. An agent has little basis to pick the right one beyond price trivia.

Naming Consistency2/5

The set mixes several conventions: OpenAI-endpoint names (chat_completions, moderations, embeddings, images_generations), bare nouns (company, domain, ip, news, weather, time), and verb-style names (scrape, extract, summarize, translate). No predictable verb_noun pattern emerges across 71 tools.

Tool Count1/5

71 tools is an extreme over-provisioning for any single server, and the count is inflated by redundant OpenAI-compatible clones of simpler tools. This is a mega-hub that far exceeds a coherent tool surface.

Completeness3/5

Coverage across LLM, media, web, crypto, finance and misc utilities is broad, so few domains are entirely missing. However, the surface is padded with overlapping duplicates rather than clearly distinct operations, and it is hard to judge completeness for such an unfocused 'everything' purpose.

Tool Schema Changelog

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

  1. 19 tool updates
    • Addedaudio_speech
    • Addedaudio_transcriptions
    • Changedchat_completions2 fields changed
      • changedInput schema / properties / model / description
        Previous value: -"Ignored; always llama-3.1-8b-instruct"New value: +"Optional: llama-3.1-8b-instruct (default), qwen3-30b-a3b, gemma-4-26b, glm-4.7-flash, gpt-oss-20b or mistral-small-3.1-24b"
      • addedInput schema / properties / stream
        Added value: +{
        +  "type": "boolean"
        +}
    • Addedcoder_chat_completions
    • Addedembeddings
    • Addedgemma_chat_completions
    • Addedglm_chat_completions
    • Addedgpt_oss_20b_chat_completions
    • Addedgpt_oss_chat_completions
    • Addedimages_generations
    • Addedlarge_chat_completions
    • Addedllama4_chat_completions
    • Addedmistral_chat_completions
    • Addedmoderations
    • Addednemotron_chat_completions
    • Addedqwen_chat_completions
    • Addedtoken_scan
    • Addedtoken_solana
    • Addedtoken_verdict
  2. 53 tool updates
    • First observedchat_completions
    • First observedcompany
    • First observedcompany_registry
    • First observedcrypto_price
    • First observeddefi_tvl
    • First observeddefi_yields
    • First observeddevtools
    • First observeddocument
    • First observeddomain
    • First observedeconomy
    • First observedemail_verify
    • First observedembed
    • First observedens
    • First observedextract
    • First observedfacts
    • First observedfilings
    • First observedfun
    • First observedfx
    • First observedgas
    • First observedgeocode
    • First observedholidays
    • First observedimage_describe
    • First observedimage_generate
    • First observedip
    • First observedllm
    • First observedllm_large
    • First observedmarkdown
    • First observedmoderate
    • First observednews
    • First observednft
    • First observedpapers
    • First observedpdf
    • First observedperps
    • First observedpredictions
    • First observedrerank
    • First observedrpc
    • First observedscrape
    • First observedscreenshot
    • First observedsearch
    • First observedsentiment
    • First observedseo
    • First observedserp
    • First observedsitemap
    • First observedspeak
    • First observedsummarize
    • First observedtime
    • First observedtoken_chart
    • First observedtoken_price
    • First observedtoken_report
    • First observedtranscribe
    • First observedtranslate
    • First observedwallet
    • First observedweather

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