Agent Hub
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
Scored across 71 tools
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.
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.
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.
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.
19 tool updates
- Added
audio_speech - Added
audio_transcriptions - Changed
chat_completions2 fields changed- changed
Input schema / properties / model / descriptionPrevious 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" - added
Input schema / properties / streamAdded value: +{ + "type": "boolean" +}
- Added
coder_chat_completions - Added
embeddings - Added
gemma_chat_completions - Added
glm_chat_completions - Added
gpt_oss_20b_chat_completions - Added
gpt_oss_chat_completions - Added
images_generations - Added
large_chat_completions - Added
llama4_chat_completions - Added
mistral_chat_completions - Added
moderations - Added
nemotron_chat_completions - Added
qwen_chat_completions - Added
token_scan - Added
token_solana - Added
token_verdict
53 tool updates
- First observed
chat_completions - First observed
company - First observed
company_registry - First observed
crypto_price - First observed
defi_tvl - First observed
defi_yields - First observed
devtools - First observed
document - First observed
domain - First observed
economy - First observed
email_verify - First observed
embed - First observed
ens - First observed
extract - First observed
facts - First observed
filings - First observed
fun - First observed
fx - First observed
gas - First observed
geocode - First observed
holidays - First observed
image_describe - First observed
image_generate - First observed
ip - First observed
llm - First observed
llm_large - First observed
markdown - First observed
moderate - First observed
news - First observed
nft - First observed
papers - First observed
pdf - First observed
perps - First observed
predictions - First observed
rerank - First observed
rpc - First observed
scrape - First observed
screenshot - First observed
search - First observed
sentiment - First observed
seo - First observed
serp - First observed
sitemap - First observed
speak - First observed
summarize - First observed
time - First observed
token_chart - First observed
token_price - First observed
token_report - First observed
transcribe - First observed
translate - First observed
wallet - First observed
weather
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