clousd-mcp

Name: clousd-mcp
Author: Clousd-Android

by io.github.Clousd-Android

Overview Discussions Admin

Server Details

Real Android phones in the cloud for AI agents: give phones a task in plain words and get the answer

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Status: Unhealthy
Uptime: 40.1% over 22 days
OAuth: Works in Glama
Last Tested: 2026-10-30 16:36
Transport: Streamable HTTP
URL
Repository: Clousd-Android/clousd-sdk
GitHub Stars: 1
Server Listing: clousd-mcp

TDQS

A4/5.0

Scored 2026-10-16 08:00 across 10 tools

Disambiguation3/5

There is meaningful overlap in the phone-interaction cluster: act, observe, and inspect all touch the same screen (change vs look vs read-data), and recipe op=run and fleet op=run both execute flows (one phone vs many), while devices and fleet both manage phones. The rich descriptions do explicitly steer between them (e.g. 'for several phones use fleet op=run instead'), so boundaries are recoverable but require careful reading.

Naming Consistency4/5

All ten names are lowercase single tokens in one consistent style, avoiding any camelCase/snake_case mixing. The only minor deviation is that a few (act, observe, inspect) are verbs while the rest are nouns, but the format is uniform and readable.

Tool Count5/5

Ten tools is well-scoped for a phone-fleet automation server, with each tool owning a clear domain area (account, devices, network, fleet, snapshots, resources, recipes) and folding its sub-actions into ops rather than spawning separate tools.

Completeness5/5

The surface covers the full lifecycle: balance monitoring, device start/stop/rename, proxy management, account/text/media resources, snapshots save/restore/clone, single-phone actions, and bulk multi-phone runs, leaving no obvious dead ends for the stated purpose.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

10 tool updatesOct 16, 2026

Addedaccount

Changedact1 field changed

changedInput schema / properties / device / description

Previous value: -"Device name from devices (op=list), e.g. dev_04f2"New value: +"Device from devices (op=list): its name, its label from the dashboard (e.g. \"Anna IG\" or \"Pixel 7 #3\") or its number"

Changeddevices3 fields changed

changedInput schema / properties / device / description

Previous value: -"device name, for start/stop"New value: +"device (name, label or number), for start / stop / rename"

addedInput schema / properties / label

Added value: +{
+  "default": "",
+  "description": "rename: the new name, up to 40 characters",
+  "title": "Label",
+  "type": "string"
+}

changedInput schema / properties / op / description

Previous value: -"list (default) | start | stop"New value: +"list (default) | start | stop | rename"

Addedfleet

Changedinspect1 field changed

changedInput schema / properties / device / description

Previous value: -"Device name from devices (op=list), e.g. dev_04f2"New value: +"Device from devices (op=list): its name, its label from the dashboard (e.g. \"Anna IG\" or \"Pixel 7 #3\") or its number"

Addednetwork

Changedobserve1 field changed

changedInput schema / properties / device / description

Previous value: -"Device name from devices (op=list), e.g. dev_04f2"New value: +"Device from devices (op=list): its name, its label from the dashboard (e.g. \"Anna IG\" or \"Pixel 7 #3\") or its number"

Changedrecipe1 field changed

changedInput schema / properties / device / description

Previous value: -"Device name from devices (op=list), e.g. dev_04f2"New value: +"Device from devices (op=list): its name, its label from the dashboard (e.g. \"Anna IG\" or \"Pixel 7 #3\") or its number"

Addedresources

Changedsnapshots1 field changed

changedInput schema / properties / device / description

Previous value: -"Device name from devices (op=list), e.g. dev_04f2"New value: +"Device from devices (op=list): its name, its label from the dashboard (e.g. \"Anna IG\" or \"Pixel 7 #3\") or its number"

6 tool updatesOct 9, 2026

Changedact10 fields changed

addedInput schema / properties / action / description

Added value: +"one of: tap long_press swipe scroll tap_text wait_text type key open_app close_app open_url installed intent settings clipboard_set notifications_open notifications_close notifications_clear"

addedInput schema / properties / device / description

Added value: +"Device name from devices (op=list), e.g. dev_04f2"

addedInput schema / properties / element

Added value: +{
+  "anyOf": [
+    {
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "element number from the last observe (tap, long_press)",
+  "title": "Element"
+}

addedInput schema / properties / ms / description

Added value: +"swipe / long_press duration in ms"

addedInput schema / properties / text / description

Added value: +"type: the text; key: home|back|recents|enter|tab|del|menu; scroll: down|up; open_app/close_app: package; open_url: https://...; tap_text/wait_text: text on screen; settings: wifi|bluetooth|display|sound|apps|location|about|battery|...; intent: a URI to view (geo:, tel:, https:...) or JSON {action,data,package,component,extras}; clipboard_set: the text"

addedInput schema / properties / timeout / description

Added value: +"wait_text: seconds to wait, up to 120"

addedInput schema / properties / x / description

Added value: +"x in screenshot pixels (tap, long_press, swipe start)"

addedInput schema / properties / x2 / description
```
Added value: +"swipe end x"
```
addedInput schema / properties / y / description
```
Added value: +"y in screenshot pixels"
```
addedInput schema / properties / y2 / description
```
Added value: +"swipe end y"
```

Changeddevices3 fields changed

addedInput schema / properties / device / description
```
Added value: +"device name, for start/stop"
```
addedInput schema / properties / op / description
```
Added value: +"list (default) | start | stop"
```

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "result": {
+      "additionalProperties": true,
+      "title": "Result",
+      "type": "object"
+    }
+  },
+  "required": [
+    "result"
+  ],
+  "title": "devicesOutput",
+  "type": "object"
+}

Addedinspect

Changedobserve3 fields changed

addedInput schema / properties / device / description

Added value: +"Device name from devices (op=list), e.g. dev_04f2"

addedInput schema / properties / numbers

Added value: +{
+  "default": true,
+  "description": "draw the element numbers on the screenshot",
+  "title": "Numbers",
+  "type": "boolean"
+}

addedInput schema / properties / with_text / description

Added value: +"also list the elements (numbered, centres in image pixels)"

Addedrecipe

Changedsnapshots5 fields changed

addedInput schema / properties / device / description

Added value: +"Device name from devices (op=list), e.g. dev_04f2"

addedInput schema / properties / new_name / description

Added value: +"clone: name of the new phone (letters and digits, up to 16)"

addedInput schema / properties / op / description

Added value: +"list (default) | save | restore | clone"

addedInput schema / properties / snapshot_id / description
```
Added value: +"restore / clone: id from op=list"
```

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "properties": {
+    "result": {
+      "additionalProperties": true,
+      "title": "Result",
+      "type": "object"
+    }
+  },
+  "required": [
+    "result"
+  ],
+  "title": "snapshotsOutput",
+  "type": "object"
+}

4 tool updatesOct 9, 2026
- First observedact
- First observeddevices
- First observedobserve
- First observedsnapshots

Publisher details

Operator: Clousd · Publisher source
Operator website: https://clousd.com · Publisher source
Vendor relationship: First-party · Publisher source
Documentation: https://clousd.com/docs/ · Publisher source
Trust center: https://clousd.com/privacy/ · Publisher source
Restrictions: Requires a Clousd account and an API key (early access, request at https://clousd.com/agents/). Usage is billed per minute while a phone runs · Publisher source

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