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232 pay-per-call agent tools: LLMs, search, browser, OCR, media, vision, email. x402 USDC.

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Status
Unhealthy
Uptime
21.2% over 22 days
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
–

TDQS

B3.1/5.0

Scored across 481 tools

Disambiguation3/5

The vast majority of tools have highly detailed, niche-specific descriptions that let an agent tell them apart, but a 481-tool set inevitably contains clusters of near-duplicates: ~20 model-specific chat_completions tools, several image generators (image_generate/image_fast/image_pro/images_generations), multiple Q&A tools (answer/ask/docs_ask/kb/research), and overlapping price/text tools. Descriptions mitigate but do not eliminate the ambiguity within these families.

Naming Consistency4/5

The dominant convention is lowercase snake_case with domain prefixes (crypto_, defi_, token_, wallet_, image_, media_, report_, email_), applied broadly and readably. Minor deviations exist (bare nouns like ask/search/answer vs verb_noun like image_generate, and image_generate vs images_generations), but no chaotic camelCase/PascalCase mixing.

Tool Count1/5

481 tools is an extreme mismatch for any usable MCP surface; even as a pay-per-call marketplace it far exceeds the 50+ threshold the rubric treats as maximal overload. An agent cannot reasonably select among hundreds of tools without heavy overlap and context bloat.

Completeness4/5

As an aggregator spanning web, crypto, finance, email, media, documents, SEC/UK/company data and agent infrastructure, the surface is remarkably broad and leaves few obvious dead ends within each domain. Completeness is hard to judge for such a sprawling cross-domain set, and no single domain reaches full CRUD closure, but coverage is extensive.

Tool Schema Changelog

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

  1. 20 tool updates
    • Addedagent_handoff
    • Addedapi_mock
    • Addedapp_lookup
    • Addedcrypto_convert
    • Addeddates_recurrence
    • Addedfinance_amortization
    • Addedfinance_npv
    • Addedhash_notarize
    • Addedjson_schema_infer
    • Addedlegal_tos_summary
    • Addedmcp_snapshot
    • Addedpodcasts_search
    • Addedprompt_injection_scan
    • Addedrepo_changelog
    • Addedseo_schema_markup
    • Addedstocks_history
    • Addedstocks_quote
    • Addedtime_meeting_slots
    • Addedtoken_approvals
    • Addedweb_snapshot
  2. 1 tool update
    • Addedhuman_task
  3. 5 tool updates
    • Addedevents_query
    • Addedheartbeat
    • Addedmemory_drift
    • Addedskill_scan
    • Addedtoken_flows
  4. 50 tool updates
    • Addedcalendar_parse
    • Addedcode_explain
    • Addedcode_tests
    • Addedcontact_vcard
    • Addedcontent_headlines
    • Addedcontent_landing_page
    • Addedcontract_source
    • Addedcrypto_fear_greed
    • Addedcsv_analyze
    • Addeddata_insights
    • Addeddates_parse
    • Addeddiagram_render
    • Addedemail_dns_records
    • Addedemail_html
    • Addedens_profile
    • Addedhr_job_description
    • Addedhtml_render
    • Addedids_generate
    • Addedimage_alt_text
    • Addedip_cidr
    • Addedlicense_check
    • Addednumber_words
    • Addedoracle_price
    • Addedpackage_registry
    • Addedpage_weight
    • Addedreport_business_plan
    • Addedreport_code_audit
    • Addedreport_data_analysis
    • Addedreport_job_market
    • Addedreport_marketing_plan
    • Addedreport_social_listening
    • Addedreport_travel_itinerary
    • Addedreport_website_audit
    • Addedreviews_analyze
    • Addedsafe_info
    • Addedsanctions_names
    • Addedservices_status
    • Addedsitemap_build
    • Addedsocial_bluesky
    • Addedsocial_mastodon
    • Addedsql_explain
    • Addedstats_describe
    • Addedsubtitles_generate
    • Addedsubtitles_translate
    • Addedsupport_triage
    • Addedtext_slugify
    • Addedtoken_supply
    • Addedwallet_age
    • Addedwallet_counterparties
    • Addedwebsite_carbon
  5. 40 tool updates
    • Addeda11y_audit
    • Addedarxiv
    • Addedastronomy_sun
    • Addedbarcode_generate
    • Addedbtc_lightning
    • Addedbtc_mining
    • Addedcolor_contrast
    • Addedcontent_faq
    • Addedcontent_product
    • Addedcontent_social
    • Addedcrypto_correlation
    • Addeddefi_chains
    • Addeddefi_hacks
    • Addeddefi_protocols
    • Addeddictionary
    • Addedemail_reply
    • Addedemail_risk
    • Addedfake_data
    • Addedgeo_distance
    • Addedhn_top
    • Addedhtml_sanitize
    • Addedimage_og_card
    • Addedip_risk
    • Addedjson_diff
    • Addedlearn_quiz
    • Addedmarkdown_render
    • Addedmeeting_minutes
    • Addedpubmed
    • Addedrandom_password
    • Addedreport_accessibility
    • Addedreport_fraud_check
    • Addedreport_literature_review
    • Addedreport_meeting_brief
    • Addedreport_rfp_response
    • Addedreport_seo_brief
    • Addedsec_ownership
    • Addedsemver
    • Addedsolana_status
    • Addedurl_parse
    • Addedwikidata_query
  6. 50 tool updates
    • Addedagent_inspect
    • Addedbooks
    • Addedchains_status
    • Addedcrypto_candles
    • Addedcrypto_indicators
    • Addedcrypto_movers
    • Addedcrypto_orderbook
    • Addedcve
    • Addeddates_business_days
    • Addeddomain_suggest
    • Addedemail_analyze
    • Addedencode
    • Addedfx_history
    • Addedhtml_tables
    • Addedimage_exif
    • Addedimage_palette
    • Addedip_asn
    • Addedjwt_decode
    • Addedkeywords_extract
    • Addedlanguage_detect
    • Addedlink_short
    • Addedlinks_check
    • Addedopenapi_inspect
    • Addedpackage_info
    • Addedperps_funding
    • Addedpredictions_positions
    • Addedprompt_optimize
    • Addedreport_api_integration
    • Addedreport_brand
    • Addedreport_contract_review
    • Addedreport_earnings
    • Addedreport_grant_match
    • Addedreport_pitch_deck
    • Addedreport_portfolio
    • Addedreport_privacy_policy
    • Addedreport_trading_signal
    • Addedreport_vendor_security
    • Addedsec_financials
    • Addedsec_search
    • Addedshop_products
    • Addedsite_agent_ready
    • Addedsolana_swap_build
    • Addedsolana_swap_quote
    • Addedstaking_rates
    • Addedtext_rewrite
    • Addedtext_stats
    • Addedtoken_search
    • Addedtrends_wikipedia
    • Addedtx_decode_raw
    • Addedunit_convert
  7. 2 tool updates
    • Changeddedupe1 field changed
      • changedInput schema / properties / threshold / description
        Previous value: -"0.5-0.999, default 0.92"New value: +"0.5-0.999, default 0.85"
    • Changedjson_repair1 field changed
      • changedInput schema / properties / use_ai / description
        Previous value: -"Default true (texts up to 8,000 characters)"New value: +"Default true (texts up to 6,000 characters)"
  8. 60 tool updates
    • Addedabi_decode
    • Addedabi_encode
    • Addedaddress_validate
    • Addedbridge_quote
    • Addedbtc_address
    • Addedbtc_fees
    • Addedbtc_tx
    • Addedcalendar_ics
    • Addedcerts
    • Addedclassify
    • Addedcode_review
    • Addedcontract_inspect
    • Addedcountry
    • Addedcrawl_permission
    • Addedcron_explain
    • Addeddedupe
    • Addeddefi_dexs
    • Addeddefi_fees
    • Addeddns
    • Addedentities
    • Addedgrants
    • Addedhttp_inspect
    • Addedinsider
    • Addedinvoice_create
    • Addedjson_repair
    • Addedjson_validate
    • Addedlocks
    • Addedlogo
    • Addedperps_positions
    • Addedpii_redact
    • Addedpostal
    • Addedpredictions_book
    • Addedratelimit
    • Addedrecalls
    • Addedreceipt_parse
    • Addedregex
    • Addedreport_competitors
    • Addedreport_contract_audit
    • Addedreport_defi
    • Addedreport_domain
    • Addedreport_leads
    • Addedreport_market
    • Addedreport_repo
    • Addedreport_seo
    • Addedreport_stock
    • Addedreport_wallet
    • Addedrss
    • Addedsec_events
    • Addedsign_verify
    • Addedsql_generate
    • Addedstablecoins
    • Addedstructure
    • Addedswap_build
    • Addedswap_quote
    • Addedtext_diff
    • Addedtokens_count
    • Addedtx_explain
    • Addedtx_simulate
    • Addedurl_metadata
    • Addedurl_unshorten
  9. 4 tool updates
    • Addedreport_company
    • Addedreport_token
    • Addedtoken_holders
    • Addedtoken_liquidity
  10. 2 tool updates
    • Changedmeeting10 fields changed
      • removedInput schema / properties / action
        Removed value: -{
        -  "description": "create (default), status, end",
        -  "type": "string"
        -}
      • addedInput schema / properties / days
        Added value: +{
        +  "type": "integer"
        +}
      • addedInput schema / properties / duration_minutes
        Added value: +{
        +  "type": "integer"
        +}
      • removedInput schema / properties / meeting_id
        Removed value: -{
        -  "type": "string"
        -}
      • removedInput schema / properties / minutes
        Removed value: -{
        -  "description": "5-120, default 30",
        -  "type": "integer"
        -}
      • removedInput schema / properties / names
        Removed value: -{
        -  "items": {
        -    "type": "string"
        -  },
        -  "type": "array"
        -}
      • changedInput schema / properties / participants / description
        Previous value: -"1-10, default 2"New value: +"JSON [{tz, start, end, name}]"
      • changedInput schema / properties / participants / type
        Previous value: -"integer"New value: +"string"
      • addedInput schema / properties / timezones
        Added value: +{
        +  "description": "Comma list of IANA zones",
        +  "type": "string"
        +}
      • addedInput schema / properties / weekends
        Added value: +{
        +  "type": "boolean"
        +}
    • Addedmeeting_room
  11. 19 tool updates
    • Addeddata_run
    • Addeddecide
    • Addeddoc_convert
    • Addedemail_inbox
    • Addedevents
    • Addedglm52_chat_completions
    • Addedkb
    • Addedlatex
    • Addedllama1b_chat_completions
    • Addedllama3b_chat_completions
    • Changedmeeting10 fields changed
      • addedInput schema / properties / action
        Added value: +{
        +  "description": "create (default), status, end",
        +  "type": "string"
        +}
      • removedInput schema / properties / days
        Removed value: -{
        -  "type": "integer"
        -}
      • removedInput schema / properties / duration_minutes
        Removed value: -{
        -  "type": "integer"
        -}
      • addedInput schema / properties / meeting_id
        Added value: +{
        +  "type": "string"
        +}
      • addedInput schema / properties / minutes
        Added value: +{
        +  "description": "5-120, default 30",
        +  "type": "integer"
        +}
      • addedInput schema / properties / names
        Added value: +{
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • changedInput schema / properties / participants / description
        Previous value: -"JSON [{tz, start, end, name}]"New value: +"1-10, default 2"
      • changedInput schema / properties / participants / type
        Previous value: -"string"New value: +"integer"
      • removedInput schema / properties / timezones
        Removed value: -{
        -  "description": "Comma list of IANA zones",
        -  "type": "string"
        -}
      • removedInput schema / properties / weekends
        Removed value: -{
        -  "type": "boolean"
        -}
    • Addedmetrics
    • Addedpdf_tools
    • Addedturn
    • Addedvideo_ask
    • Addedvideo_make
    • Addedvoice_session
    • Addedvoice_turn
    • Addedworkflows
  12. 232 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 observedbarcode_read
    • First observedbrowser_act
    • First observedbrowser_start
    • First observedbusiness_counts
    • First observedcalc
    • First observedchart
    • First observedchat_completions
    • First observedchunk
    • First observedcite
    • First observedcitecheck
    • First observedcluster
    • First observedcode_run
    • First observedcoder_chat_completions
    • First observedcollege
    • First observedcompany
    • First observedcompany_registry
    • First observedcongress
    • First observedcontext
    • First observedcontracts
    • First observedconvert
    • First observedcrawl
    • First observedcrypto_price
    • First observeddb
    • First observeddeepseek_chat_completions
    • First observeddeepseek_pro_chat_completions
    • First observeddefi_tvl
    • First observeddefi_yields
    • First observeddemographics
    • First observeddemographics_area
    • First observeddevtools
    • First observeddocs_ask
    • First observeddocument
    • First observeddomain
    • First observeddomain_audit
    • First observeddrug
    • First observedeconomy
    • First observedemail_send
    • 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 observedfirewall
    • 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 observedglm5_chat_completions
    • First observedglm5_flash_chat_completions
    • First observedgpt_oss_20b_chat_completions
    • First observedgpt_oss_chat_completions
    • First observedgrade
    • First observedgranite_chat_completions
    • First observedhazards
    • First observedholidays
    • First observedimage_classify
    • First observedimage_convert
    • First observedimage_describe
    • First observedimage_diff
    • First observedimage_edit
    • First observedimage_fast
    • First observedimage_generate
    • First observedimage_inpaint
    • First observedimage_pro
    • First observedimages_generations
    • First observedinbox
    • First observedinflation_breakdown
    • First observedinflation_calculator
    • First observedip
    • First observedisochrone
    • First observedjobboard
    • First observedjobs
    • First observedkimi_chat_completions
    • First observedkimi_code_chat_completions
    • First observedkya
    • 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 observedmedia_convert
    • First observedmedia_extract_audio
    • First observedmedia_gif
    • First observedmedia_info
    • First observedmedia_thumbnail
    • First observedmedia_trim
    • 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 observedocr
    • First observedoffice
    • First observedoffice_convert
    • First observedpage_actions
    • First observedpapers
    • First observedpassword_check
    • First observedpdf
    • First observedpdf_fill
    • First observedpdf_to_images
    • First observedperps
    • First observedphone
    • First observedplaces
    • First observedplan
    • First observedpredictions
    • First observedprofile
    • First observedqr
    • First observedqueue
    • First observedqwen_chat_completions
    • First observedqwen3_8_chat_completions
    • First observedqwq_chat_completions
    • First observedr1_chat_completions
    • First observedrandom
    • First observedrates
    • First observedread_bulk
    • First observedrecession
    • First observedrerank
    • First observedresearch
    • First observedrooms
    • First observedroute
    • First observedroute_matrix
    • First observedrpc
    • First observedsanctions
    • First observedsatellite
    • First observedschedule
    • First observedscrape
    • First observedscreenshot
    • First observedsea_lion_chat_completions
    • 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 observedspeak_pro
    • First observedspend
    • First observedsql
    • First observedstorage
    • 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 observedtranscribe_pro
    • First observedtranslate
    • First observedtranslate_indic
    • First observedtrials
    • First observeduk_companies_search
    • First observeduk_company
    • First observeduk_disqualified
    • First observeduk_filings
    • First observeduk_kyb
    • First observeduk_officer
    • First observedvat
    • First observedvectors
    • First observedvin
    • First observedvision_ask
    • First observedvision_locate
    • 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
    • First observedzip

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