This week in agent interfaces

The record of 5,126 agent services, as observed from outside.

All are listed in the Official MCP Registry. 5,126 expose a protocol we can read, and 243 of the 774 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 11 Nov 2026, 23:17 UTC

Show the 243 that changedWeekly brief, week ending 1 Nov 2026Declared and observedHow the atlas is built

Services

5,126 entries, newest observation first

Last observed
Changed
MCP revision and endpoint status
Observed services, newest observation first
ServiceProtocolsToolsLast observedLatest change
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
mcp.cognicoree.techio.github.cognicore-dev/cognicore-envMCPTools 0First observation
ronin.mdio.github.Goofproof/roninMCPTools 23First observation
theagentsindex.comcom.theagentsindex/mcpMCPTools 8First observation
legalheadquarters.comcom.legalheadquarters/legal-hqMCPTools 4First observation
deskpulse.mubado.cloudio.github.Abaddon-git/deskpulseMCPTools 6First observation
mcp.logo.devdev.logo/mcpMCPTools 0First observation
nothing.gripeio.github.AmithKumar1/nothing-gripeMCPTools 0First observation
www.colainsight.comio.github.ge3m0r/cola-insightMCPTools 5First observation
research-methods-mcp.vercel.appio.github.mikenguyen13/research-methods-mcpMCPTools 6First observation
math-to-code-mcp-production.up.railway.appio.github.phpranga/math-to-code-mcpMCPTools 4First observation
world.lapla.siio.github.Keith-CY/laplace-mini-world-mcpMCPTools 3First observation
mcp.recruitmcp.comcom.recruitmcp/recruitmcpMCPTools 0First observation
sendsalvo.comcom.sendsalvo/salvoMCPTools 0First observation
mcp.wavix.comio.github.Wavix/mcpMCPTools 0First observation
uxkin.comio.github.uxkin/uxkinMCPTools 0First observation
topclozer.comcom.topclozer/linkedinMCPTools 0First observation
quotebill.comio.github.auto1225/quotebillMCPTools 0First observation
ai.theysaid.ioio.github.TheySaid-Platform/theysaidMCPTools 0First observation
www.memostem.comio.github.girapphe/memostemMCPTools 0First observation
titratelab.comcom.titratelab/evidenceMCPTools 0First observation
njghzieuuopukuagrswu.supabase.cocom.ocklu/hypermarketMCPTools 20First observation
agent.kariaa.comcom.kariaa/mcpMCPTools 21First observation
mcp.mybestsim.comcom.mybestsim/esim-comparatorMCPTools 4First observation