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This week in agent interfaces

The record of 5,719 agent services, as observed from outside.

All are listed in the Official MCP Registry. 5,719 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, 00:06 UTC

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

Services

5,719 entries, newest observation first

Last observed
Changed
MCP revision and endpoint status
Observed services, newest observation first
ServiceProtocolsToolsLast observedLatest change
api.mcp.aiio.github.mcp-dir/tcu_inidoneo-mcpMCPTools 7First observation
www.supersetapp.comcom.supersetapp/trainingMCPMCP Server CardARDTools 6Breaking change
agent-observatory-sensor.nolimit-observatory.workers.devio.github.sadri-dridi/alpn-okMCPTools 0First observation
mcp.plushcap.comcom.plushcap/plushcapMCPTools 0Changed
www.kaicalls.comcom.kaicalls/kaicallsMCPACPTools 197Breaking change
regsentry.comcom.regsentry/tracking-inspectorMCPTools 6Changed
api.cactal.aiai.cactal/cactalMCPTools 84Changed
arclan.aiai.arclan/registryMCPTools 4No change
childpsychiatry.aiai.childpsychiatry/libraryMCPTools 6Changed
thenetworkery.comcom.thenetworkery/network-toolsMCPTools 28Breaking change
mcp.aiponge.comapp.aiponge/mcpMCPTools 0Changed
postedly.comcom.postedly/sendMCPMCP Server CardARDTools 0Changed
mcp.apify.comio.github.Nero-Engine/reddit-questions-finderMCPTools 0Indeterminate
covercraft-ai-9p9b.onrender.comcom.hiredraftai/career-workspaceMCPTools 0No change
praxisvets.comcom.praxisvets/praxisMCPTools 0No change
www.buscatucamping.comcom.buscatucamping/guiaMCPTools 3No change
www.myopc.ioio.github.Steveser1989/opc-mcp-serverMCPTools 0No change
mcp.1social.devdev.1social/youtube-shortsMCPTools 0No change
mcp.lex-api.comio.github.Lex-API/lexapi-mcpMCPTools 0No change
worldsignals.devdev.worldsignals/worldsignalsMCPTools 0No change
agentforge-taupe.vercel.appio.github.acarchidi/agentforgeMCPTools 29Indeterminate
defrr.comcom.defrr/defrrMCPTools 9Indeterminate
getpriorivo.comcom.getpriorivo/website-checkMCPMCP Server CardARDTools 2Indeterminate
mcp.parallelsandbox.comcom.parallelsandbox/parallelsandboxMCPTools 0No change
api.spiderlook.comcom.spiderlook/spiderlookMCPTools 0No change
cuentamo.comcom.cuentamo/cuentamoMCPTools 0No change
alarm.achub.netio.github.achubnet/agentalarmMCPTools 0No change
mcp.offlineprotocol.comcom.offlineprotocol/hostedMCPTools 0No change
api.mcp.aiio.github.mcp-dir/tcu_consolidada_pj-mcpMCPTools 7First observation
gateway.pipeworx.ioio.github.pipeworx-io/hunterMCPTools 47First observation
agent-observatory-sensor.nolimit-observatory.workers.devio.github.sadri-dridi/hsts-okMCPTools 0First observation
agent-data-tools.revmesh2074.workers.devio.github.Nutshell2000/agent-data-toolsMCPTools 0Indeterminate
removebackground.devio.github.Youtube-Transcript-Dev/removebackgroundMCPTools 0No change
garmin.ficdev.xyzio.github.DynamicsNinja/garminconnectMCPTools 0No change
saaspro.devio.github.abdurshd/saas-pro-maxMCPTools 0No change
camberdesk.comio.github.aarbchen/camberdesk-mcpMCPTools 0No change
app.tensorbasis.comio.github.Tensor-Stacks/tensorbasisMCPTools 0No change
bumiatlas.comio.github.BumiAtlas/qatar-land-parcelsMCPTools 0No change
gpuvec.comio.github.abdelkareemkobo/gpuvecMCPTools 9No change
765tflow.comcom.765tflow/flowMCPTools 0No change
mcp.paxaver.comio.github.Smartoire/paxaver-mcpMCPTools 0No change
app.prodhub.inio.github.SwaDeshiTech/prodhubMCPTools 0No change
tgmcharts.comio.github.TGM-Ventures/tgmchartsMCPTools 7Indeterminate
email-verify.simplebusinesssuite.comio.github.SimpleBusinessSuite/email-verifyMCPTools 0No change
www.stealthgpt.aiio.github.StealthGPT/stealthgptMCPTools 0No change
z1n-mcp-production.up.railway.appio.github.Z1NProtocol/z1n-mcpMCPTools 6No change
sih.sidneybissoli.comio.github.SidneyBissoli/sih-br-mcpMCPTools 0No change
www.designlounge.liveio.github.SusanAcharya/design-loungeMCPTools 18Indeterminate
mcp.tankoup.comio.github.aalzres/tankoupMCPTools 4No change
room.trydemigod.comio.github.Uuriko/project-roomMCPMCP Server CardARDTools 0Breaking change