This week in agent interfaces

The record of 6,087 agent services, as observed from outside.

All are listed in the Official MCP Registry. 6,087 expose a protocol we can read, and 316 of the 1,048 compared changed in the last 30 days.

Entries record timestamped, passive observations of public interfaces listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Service operators can ask for an entry to be removed.

Agent Web Atlas · snapshot 13 Nov 2026, 19:02 UTC

Show the 316 that changedWeekly brief, week ending 1 Nov 2026Declared and observedHow the atlas is built

Services

6,087 entries, newest observation first

Last observed
Changed
MCP revision and endpoint status
Observed services, newest observation first
ServiceProtocolsToolsLast observedLatest change
teenpsychiatry.aiai.teenpsychiatry/libraryMCPTools 6First observation
gingerguide.appapp.gingerguide/catalogMCPTools 14First observation
teentherapy.aiai.teentherapy/libraryMCPTools 6First observation
evlek.appapp.evlek/mcp-serverMCPTools 8First observation
mcp.tensorfeed.aiai.tensorfeed/mcp-serverMCPTools 30First observation
mcp.creatordb.appapp.creatordb/mcpMCPTools 0First observation
marketgenius.appapp.marketgenius/mcpMCPTools 0First observation
everpop.appapp.everpop/everpopMCPTools 0First observation
offerlaneauto.comcom.offerlaneauto/motor-rowMCPTools 3No change
vibecodefixes.comcom.vibecodefixes/fixesMCPTools 1No change
mcp.guitarfretwork.comcom.guitarfretwork/fretworkMCPTools 9No change
www.launchshots.comcom.launchshots/launchshotsMCPTools 0No change
quran-reels-tau.vercel.appapp.vercel.quran-reels-tau/quran-reels-mcpMCPTools 6No change
mcp.splendorize.comcom.splendorize/mcpMCPTools 0No change
mcp.autocontentapi.comcom.autocontentapi/platformMCPTools 0No change
mcp.designelier.comcom.designelier/mcpMCPTools 0No change
api.opinference.comcom.opinference/opMCPTools 0No change
thewellhabit.comcom.thewellhabit/bill-budgetMCPTools 1No change
artifact.blinkbrosai.comcom.blinkbrosai/artifact-tryMCPTools 2No change
mcp.linkupapi.comcom.linkupapi/linkupapiMCPTools 0No change
mcp.koalafix.comcom.koalafix/koalafixMCPTools 0No change
www.aiprofile.comcom.aiprofile/answersMCPTools 4No change
airfarebrain.comcom.airfarebrain/airfare-brainMCPTools 5No change
tools.bidwellhealth.comcom.bidwellhealth/connectorMCPTools 12No change
api.insumermodel.comcom.insumermodel/insumerMCPTools 10No change
staycostbrain.comcom.staycostbrain/stay-cost-brainMCPTools 5No change
www.fourwardhq.comcom.fourwardhq/fourwardMCPTools 2No change
vote.easykmarket.comcom.easykmarket.vote/votebox-lawMCPTools 0No change
mcp.ai-agents-pitstop.comcom.ai-agents-pitstop/pitstop-freeMCPTools 0No change
api.copantry.comcom.copantry/copantryMCPTools 0No change
api.dara.coachcoach.dara/daraMCPTools 0No change
teraads.coco.teraads/connectMCPTools 0No change
api.rrrfirstchat.comcom.rrrfirstchat/uxenMCPTools 0No change
mcp.githits.comcom.githits/githitsMCPTools 0No change
mcp.getmunin.comcom.getmunin/muninMCPTools 0No change
adsuploader.comcom.adsuploader/mcpMCPTools 0No change
speaktoyourdatabase.comcom.speaktoyourdatabase/odoo-mcpMCPTools 0No change
noon-ai.dyndns-server.comcom.dyndns-server.noon-ai/noonai-dis-mcp-serverMCPTools 0No change
server.smithery.aiai.smithery/Parc-Dev-task-breakdown-serverMCPTools 0First observation
ywabnlhkmhbyewqhbsjm.supabase.coapp.vercel.ora-x402-gateway/sensations-mergulhoMCPTools 7First observation
exploitwatch-kappa.vercel.appapp.vercel.exploitwatch-kappa/exploitwatchMCPTools 1First observation
groundtruth-ruby.vercel.appapp.vercel.groundtruth-ruby/groundtruthMCPTools 0First observation
filingcheck-bot.vercel.appapp.vercel.filingcheck-bot/filingcheckMCPTools 0First observation
slopcheck-one.vercel.appapp.vercel.slopcheck-one/slopcheckMCPTools 1First observation
triageshield.vercel.appapp.vercel.triageshield/triageshieldMCPTools 1First observation
cloakcheck-wheat.vercel.appapp.vercel.cloakcheck-wheat/cloakcheckMCPTools 1First observation
auditflag-lac.vercel.appapp.vercel.auditflag-lac/auditflagMCPTools 1First observation
errand.bebe.errand/errandMCPTools 7First observation
work-handler.appapp.work-handler/work-handlerMCPTools 0First observation
performix.appapp.performix/performix-siteMCPTools 0First observation