`ask_pipeworx_beta`

200 servers reported a tool by this name when we called them. Names are chosen by whoever wrote the server, so two tools sharing a name do not have to do the same thing. We record what was reported, not what it does.

server	result when we called it	tools
pipeworx-gateway https://gateway.pipeworx.io/medicare-coverage/mcp	answers-mcp	58
pipeworx-gateway https://gateway.pipeworx.io/spoonacular/mcp	answers-mcp	49
pipeworx-gateway https://gateway.pipeworx.io/okx/mcp	answers-mcp	48
pipeworx-gateway https://gateway.pipeworx.io/httpbin/mcp	answers-mcp	47
pipeworx-gateway https://gateway.pipeworx.io/clash-royale/mcp	answers-mcp	46
pipeworx-gateway https://gateway.pipeworx.io/cryptocompare/mcp	answers-mcp	46
pipeworx-gateway https://gateway.pipeworx.io/steam/mcp	answers-mcp	45
pipeworx-gateway https://gateway.pipeworx.io/bungie/mcp	answers-mcp	44
pipeworx-gateway https://gateway.pipeworx.io/clinicaltrials/mcp	answers-mcp	44
pipeworx-gateway https://gateway.pipeworx.io/polygon-io/mcp	answers-mcp	43
pipeworx-gateway https://gateway.pipeworx.io/setlist-fm/mcp	answers-mcp	43
pipeworx-gateway https://gateway.pipeworx.io/stratz/mcp	answers-mcp	43
pipeworx-gateway https://gateway.pipeworx.io/bitfinex/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/cms-open-payments/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/data-govt-nz/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/guild-wars-2/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/kalshi/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/riot-games/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/roblox/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/thesportsdb/mcp	answers-mcp	42
pipeworx-gateway https://gateway.pipeworx.io/brawl-stars/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/clinicaltables/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/coinbase-exchange/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/comicvine/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/court-listener/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/datos-cl/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/europepmc/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/housing-intel/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/huggingface/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/lichess/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/mempool-space/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/mlb-stats/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/postmark/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/studio-ghibli/mcp	answers-mcp	41
pipeworx-gateway https://gateway.pipeworx.io/alchemy-eth/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/data-gov-sg/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/kraken/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/last-fm/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/nih-reporter/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/polymarket/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/pubmed/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/quotes/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/seatgeek/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/stocktwits/mcp	answers-mcp	40
pipeworx-gateway https://gateway.pipeworx.io/ai-briefing/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/api-football/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/attom/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/aviation-weather/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/balldontlie/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/blockscout/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/blockstream-info/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/bluesky/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/catalogueoflife/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/codeforces/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/eur-lex/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/mapbox/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/maptiler/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/medicaid-intelligence/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/pexels/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/rebrickable/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/ripe-stat/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/salesforce/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/sec-form-d/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/sec-xbrl/mcp	answers-mcp	39
pipeworx-gateway https://gateway.pipeworx.io/bitstamp/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/brapi/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/chembl/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/china-stocks/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/google_maps/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/hpo-api/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/hubspot/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/kitsu/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/lemmy/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/listen-notes/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/mitre-attck/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/mitre-cwe/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/noaa-swpc/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/noaa-tides/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/opentargets/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/pipeworx-catalog/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/storting-no/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/tenor/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/uk-parliament/mcp	answers-mcp	38
pipeworx-gateway https://gateway.pipeworx.io/activecampaign/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/adzuna/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/alphavantage/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/altos/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/anapioficeandfire/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/api-ninjas/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/asana/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/aviationstack/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/bea-gov/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/boe-uk/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/brreg-no/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/bundestag-de/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/ca-dmv/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/cdec-ca/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/close-crm/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/cloudflare-radar/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/coinmarketcap/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/coinpaprika/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/datagouv-fr/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/datagov-au/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/fbi-crime/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/google_docs/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/grantconnect-au/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/ibge-br/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/ietf-datatracker/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/imf-portwatch/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/leetcode/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/nasa-eonet/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/ncbi-eutils/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/nhtsa/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/nps/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/ny-dmv/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/odds-api/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/onedrive/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/open-meteo/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/openaire/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/openverse/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/orcid/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/pharma-intel/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/rcsb-pdb/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/revternal/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/rfc-editor/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/scb-se/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/semrush/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/serpapi/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/spacex/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/spotify/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/squiggle/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/stripe_connect/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/ted-eu/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/tfl/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/uk-ons/mcp	answers-mcp	37
pipeworx-gateway https://gateway.pipeworx.io/airtable/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/amplitude/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/ashby/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/bamboohr/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/bank-of-canada/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/bcb-br/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/blockchair/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/bls/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/bnm-my/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/box/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/ca-grants/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/ca-procurement/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/calendly/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/carbon/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/cbs-nl/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/census/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/cfpb/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/chargebee/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/cheapshark/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/clickup/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/cnb-cz/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/commons-wikimedia/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/companies-house/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/confluence/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/congress/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/countries/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/crates/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/crypto/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/data-europa/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/datagov-ie/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/datagov-il/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/dati-it/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/dbnomics/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/deepl/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/epo-ops/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/espn/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/etherscan/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/exoplanet-archive/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/fac/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/facebook_ads/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gitlab/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gmail/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gnomad/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gong/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/google_ads/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/google_calendar/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/google_drive/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/google_sheets/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gov-auctions/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gov-uk-content/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/govinfo/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/greenhouse/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/gtex/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/homebrew-formulae/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/hud/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/klaviyo/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/l2beat/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/latam-validate/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/leadconnector/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/linear/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/linkedin_ads/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/mailchimp/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/malwarebazaar/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/met-no/mcp	answers-mcp	36
pipeworx-gateway https://gateway.pipeworx.io/mojang/mcp	answers-mcp	36

200 of these answered an MCP handshake on the day we checked. That is not a promise the tool works, only that the server was running and told us the tool existed.