This week in agent interfaces

The record of 5,760 agent services, as observed from outside.

All are listed in the Official MCP Registry. 5,760 expose a protocol we can read, and 309 of the 1,026 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, 02:05 UTC

Show the 309 that changedWeekly brief, week ending 1 Nov 2026Declared and observedHow the atlas is built

Services

5,760 entries, newest observation first

Last observed
Changed
MCP revision and endpoint status
Observed services, newest observation first
ServiceProtocolsToolsLast observedLatest change
app.meles.appapp.meles/melesMCPTools 0No change
wardzo.comcom.wardzo/wardzoMCPTools 0No change
byondr.coco.byondr/image-toolsMCPA2ATools 12No change
www.weatherwithattitude.comcom.weatherwithattitude/weatherMCPTools 8No change
mcp.1social.devdev.1social/instagramMCPTools 0No change
new.estateestate.new/listingsMCPTools 0No change
agentdrop.fyifyi.agentdrop/agentdropMCPTools 2No change
mcp.astroway.infoinfo.astroway/platformMCPTools 0No change
mcp.picardo.healthhealth.picardo/labsMCPTools 4No change
agent-gateway-i3gust564q-ey.a.run.appeu.iotpay/sanctions-kybMCPTools 0No change
bumiatlas.comio.github.BumiAtlas/zanzibar-buildingsMCPTools 0No change
mcp.retirecrunch.comcom.retirecrunch/calculatorsMCPTools 8First observation
mcp.tribeunal.comcom.tribeunal/mcpMCPTools 0First observation
secondopinionx402.comcom.secondopinionx402/second-opinionMCPTools 0First observation
spoolis.comcom.spoolis/mcpMCPMCP Server CardOpenAPIARDTools 85First observation
mcp.tradestarinsider.comcom.tradestarinsider/edgar-insider-signalsMCPTools 0First observation
www.siglata.comcom.siglata/mcpMCPMCP Server CardARDTools 0First observation
risetive.comcom.risetive/mcpMCPTools 7First observation
hydrant.devdev.hydrant/hydrantMCPTools 0First observation
adcreator-ai.comcom.adcreator-ai/generate-ad-headlinesMCPTools 2No change
mcp.lightbringer.comcom.lightbringer/connectorMCPTools 0No change
noon-ai.dyndns-server.comcom.dyndns-server.noon-ai/automatic-face-anonymization-mcpMCPTools 0No change
app.daedalmap.comcom.daedalmap/boundariesMCPTools 7First observation
tiktok-ads.mcp.pipeboard.coco.pipeboard/tiktok-ads-mcpMCPTools 0No change
mcp.mynextadventure.cloudcloud.mynextadventure/trip-plannerMCPTools 0First observation
mcp.gravity8.comcom.gravity8/dillie-mcpMCPTools 0First observation
api.trend.azaz.trend/newsMCPTools 13First observation
realbam.bebe.realbam/catalogMCPTools 4First observation
api.evermuse.comcom.evermuse/evermuseMCPTools 0First observation
signsimple.appapp.signsimple/signsimpleMCPTools 4First observation
agentready-rho.vercel.appapp.vercel.agentready-rho/agentreadyMCPTools 0First observation
yappy.bizbiz.yappy/yappy-docsMCPWebMCPTools 4First observation
tenjin.shblog.tenjin/tenjinMCPTools 23First observation
proof-stack-lake.vercel.appapp.vercel.proof-stack-lake/proofstackMCPTools 3First observation
vifo.appapp.vifo/vifoMCPTools 0First observation
mcp.gridbert.atat.gridbert/mcpMCPTools 0First observation
flightsweeper-webmcp.vercel.appapp.vercel.flightsweeper-webmcp/publicMCPTools 0First observation
waapi.appapp.waapi/waapiMCPTools 0First observation
www.wattscope.com.auau.com.wattscope/wattscopeMCPTools 0First observation
api.nexscope.aiio.github.nexscope/ecommerceMCPTools 61First observation
mcp.runonflux.comio.github.RunOnFlux/flux-cloud-mcpMCPTools 15First observation
www.fixmycontract.comcom.fixmycontract/infoMCPTools 0First observation
app.webtwizz.comcom.webtwizz/webtwizzMCPTools 0First observation
formquote-mcp.chen-yu-d1.workers.devio.github.Keith-CY/formquote-mcpMCPTools 4First observation
email-preflight-mcp.onrender.comio.github.tasuyoapp-ctrl/email-preflightMCPTools 3First observation
hardwaremcp.khanex.aiio.github.saadvz/hardwaremcpMCPTools 4First observation
shipstry.comcom.shipstry/launch-dataMCPTools 7First observation
krabiclaw.comio.github.krabiclaw/krabiclawMCPTools 0First observation
walletmcppass.comcom.walletmcppass/wallet-mcpMCPTools 2First observation
paper-check.meio.github.manuqwert1234/papercheckMCPTools 0First observation