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Citiview Agent Market

by com.citiviewgroup.mcp
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Server Details

186 pay-per-call tools: search, LLMs, UK KYB, FRED, Census, maps, crypto. x402 USDC.

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Status
Unhealthy
Uptime
66.3% over 22 days
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
–

TDQS

C2.8/5.0

Scored across 211 tools

Disambiguation2/5

Despite mostly distinct descriptions, the set contains large clusters of near-identical tools: ~18 chat_completions variants (chat_completions, coder_chat_completions, deepseek_chat_completions, glm5_chat_completions, qwen_chat_completions, etc.), multiple token-risk tools (token_report, token_scan, token_verdict, token_solana), and pairs like speak/audio_speech, transcribe/audio_transcriptions, embed/embeddings, moderate/moderations, llm/llm_large. An agent must read fine print to pick correctly, and several tools do effectively the same thing at different prices.

Naming Consistency2/5

All names are snake_case, but the convention is chaotic: verbs (answer, ask, speak, translate, verify, chat), bare nouns (airquality, barcode, weather, cash-like names), model-specific suffixed names (deepseek_pro_chat_completions, glm5_flash_chat_completions), and ad-hoc variants (energy vs energy_gas_prices vs energy_electricity_prices; airquality vs airquality_compare). There is no predictable verb_noun pattern to guide selection.

Tool Count1/5

211 tools is an extreme mismatch for any single server surface, far beyond the 25+ threshold where tool selection degrades. The count is inflated by dozens of redundant model endpoints and overlapping utility variants, making the set effectively unnavigable and pushing past any reasonable context budget.

Completeness3/5

As a general paid-API marketplace the surface is very broad (geo, finance, crypto, web, documents, LLMs, memory), so few obvious domains are missing. However, coverage is uneven and redundant — some areas have five near-duplicate tools while natural lifecycle operations (e.g. consistent CRUD across storage/memory/tasks) are scattered inconsistently.

Tool Schema Changelog

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

  1. 6 tool updates
    • Changedcrawl1 field changed
      • addedInput schema / properties / store
        Added value: +{
+  "description": "Return a 7-day share link (+$0.001)",
+  "type": "boolean"
+}
    • Changedimage_inpaint1 field changed
      • addedInput schema / properties / store
        Added value: +{
+  "description": "Return a 7-day share link (+$0.001)",
+  "type": "boolean"
+}
    • Changedimage_pro1 field changed
      • addedInput schema / properties / store
        Added value: +{
+  "description": "Return a 7-day share link (+$0.001)",
+  "type": "boolean"
+}
    • Changedspeak_pro1 field changed
      • addedInput schema / properties / store
        Added value: +{
+  "description": "Return a 7-day share link (+$0.001)",
+  "type": "boolean"
+}
    • Changedstorage7 fields changed
      • changedInput schema / properties / action / description
        Previous value: -"put (default), get, list, delete"New value: +"put (default), upload_large, renew, get, list, delete"
      • changedInput schema / properties / expires_days / description
        Previous value: -"1-30"New value: +"1-365, default 7"
      • addedInput schema / properties / expires_hours
        Added value: +{
+  "description": "1-24: scratch tier",
+  "type": "integer"
+}
      • changedInput schema / properties / id / description
        Previous value: -"For get/delete"New value: +"For renew/get/delete"
      • addedInput schema / properties / max_mb
        Added value: +{
+  "type": "number"
+}
      • addedInput schema / properties / size_mb
        Added value: +{
+  "description": "Total size for upload_large or renew",
+  "type": "number"
+}
      • changedInput schema / properties / url / description
        Previous value: -"Copy a file from this URL"New value: +"Copy a file from this URL (set max_mb)"
    • Changedtranscribe_pro1 field changed
      • addedInput schema / properties / store
        Added value: +{
+  "description": "Return a 7-day share link (+$0.001)",
+  "type": "boolean"
+}
  2. 11 tool updates
    • Addedbrowser_act
    • Addedbrowser_start
    • Addedcrawl
    • Addeddb
    • Addeddocs_ask
    • Addedimage_inpaint
    • Addedimage_pro
    • Addedspeak_pro
    • Addedstorage
    • Addedtranscribe_pro
    • Addedvectors
  3. 14 tool updates
    • Addedcode_run
    • Addeddeepseek_chat_completions
    • Addeddeepseek_pro_chat_completions
    • Addedfirewall
    • Addedglm5_chat_completions
    • Addedglm5_flash_chat_completions
    • Addedgranite_chat_completions
    • Addedkimi_chat_completions
    • Addedkimi_code_chat_completions
    • Addedkya
    • Addedqwen3_8_chat_completions
    • Addedqwq_chat_completions
    • Addedr1_chat_completions
    • Addedsea_lion_chat_completions
  4. 186 tool updates
    • First observedaddress_verify
    • First observedairquality
    • First observedairquality_compare
    • First observedairquality_history
    • First observedairquality_stations
    • First observedanswer
    • First observedanswer_cached
    • First observedask
    • First observedaudio_speech
    • First observedaudio_transcriptions
    • First observedaviation
    • First observedbarcode
    • First observedbusiness_counts
    • First observedcalc
    • First observedchart
    • First observedchat_completions
    • First observedchunk
    • First observedcite
    • First observedcitecheck
    • First observedcluster
    • First observedcoder_chat_completions
    • First observedcollege
    • First observedcompany
    • First observedcompany_registry
    • First observedcongress
    • First observedcontext
    • First observedcontracts
    • First observedconvert
    • First observedcrypto_price
    • First observeddefi_tvl
    • First observeddefi_yields
    • First observeddemographics
    • First observeddemographics_area
    • First observeddevtools
    • First observeddocument
    • First observeddomain
    • First observeddomain_audit
    • First observeddrug
    • First observedeconomy
    • First observedemail_verify
    • First observedembed
    • First observedembeddings
    • First observedenergy
    • First observedenergy_electricity_prices
    • First observedenergy_forecast
    • First observedenergy_gas_prices
    • First observedenergy_mix
    • First observedens
    • First observederrorfix
    • First observedevcharging
    • First observedextract
    • First observedfacts
    • First observedfec
    • First observedfiles
    • First observedfilings
    • First observedfred_search
    • First observedfred_series
    • First observedfun
    • First observedfx
    • First observedgas
    • First observedgemma_chat_completions
    • First observedgeocode
    • First observedgithub
    • First observedgithub_code
    • First observedgithub_issues
    • First observedgithub_search
    • First observedglm_chat_completions
    • First observedgpt_oss_20b_chat_completions
    • First observedgpt_oss_chat_completions
    • First observedgrade
    • First observedhazards
    • First observedholidays
    • First observedimage_describe
    • First observedimage_edit
    • First observedimage_generate
    • First observedimages_generations
    • First observedinbox
    • First observedinflation_breakdown
    • First observedinflation_calculator
    • First observedip
    • First observedisochrone
    • First observedjobboard
    • First observedjobs
    • First observedlabor
    • First observedlabor_state
    • First observedlarge_chat_completions
    • First observedlegal
    • First observedlibdocs
    • First observedlink
    • First observedllama4_chat_completions
    • First observedllm
    • First observedllm_large
    • First observedmacro_us
    • First observedmailbox
    • First observedmap_static
    • First observedmarkdown
    • First observedmeeting
    • First observedmemory
    • First observedmistral_chat_completions
    • First observedmoderate
    • First observedmoderations
    • First observednemotron_chat_completions
    • First observednews
    • First observednft
    • First observednft_floor
    • First observednutrition
    • First observednutrition_recipe
    • First observedoffice
    • First observedpage_actions
    • First observedpapers
    • First observedpassword_check
    • First observedpdf
    • First observedpdf_fill
    • First observedperps
    • First observedphone
    • First observedplaces
    • First observedplan
    • First observedpredictions
    • First observedprofile
    • First observedqr
    • First observedqwen_chat_completions
    • First observedrandom
    • First observedrates
    • First observedread_bulk
    • First observedrecession
    • First observedrerank
    • First observedresearch
    • First observedroute
    • First observedroute_matrix
    • First observedrpc
    • First observedsanctions
    • First observedsatellite
    • First observedschedule
    • First observedscrape
    • First observedscreenshot
    • First observedsearch
    • First observedsecond_opinion
    • First observedsentiment
    • First observedseo
    • First observedserp
    • First observedsince
    • First observedsitemap
    • First observedsolana_asset
    • First observedsolana_history
    • First observedsolana_nfts
    • First observedsolana_priority_fee
    • First observedsolana_wallet
    • First observedsolar
    • First observedspeak
    • First observedspend
    • First observedsql
    • First observedsummarize
    • First observedtasks
    • First observedteam
    • First observedtechstack
    • First observedtime
    • First observedtimestamp
    • First observedtoken_chart
    • First observedtoken_price
    • First observedtoken_report
    • First observedtoken_scan
    • First observedtoken_solana
    • First observedtoken_verdict
    • First observedtrade
    • First observedtranscribe
    • First observedtranslate
    • First observedtrials
    • First observeduk_companies_search
    • First observeduk_company
    • First observeduk_disqualified
    • First observeduk_filings
    • First observeduk_kyb
    • First observeduk_officer
    • First observedvat
    • First observedvin
    • First observedvulns
    • First observedwages
    • First observedwallet
    • First observedwallet_nfts
    • First observedwallet_portfolio
    • First observedwallet_watch
    • First observedwatch
    • First observedwayback
    • First observedweather
    • First observedx402_check
    • First observedx402_find

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