An agent can connect on its own if it already holds CLOUSD_MCP_TOKEN.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
tools.description_length1 tools have descriptions over 1,024 characters, which crowds the context
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations10 of 10 tools declare readOnlyHint or destructiveHint
warn
tools.directory_hints7 of 10 tools declare all four hints; missing: observe (destructiveHint, idempotentHint); inspect (destructiveHint, idempotentHint); account (destructiveHint, idempotentHint)
pass
tools.token_costabout 4,298 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
warn
stability.changes16 tool changes in 30 days
fail
stability.rug_pull1 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvabledeps.dev does not know [email protected]
10 tools, about 4,298 tokens to load them all · tool set fe59afa9a51b · tools last changed 2026-10-16 · checked 2026-10-20 10:35 UTC
Tool changes
fleetadded
Work with many phones in one call - the way to automate, instead of tapping each phone step by step.
op=recipes lists the built-in app recipes (sign in, warm up an account, publish, delete the last post...) with their
inputs; prefer a recipe over act whenever one fits the task. op=run starts a recipe (package + action) or your own
steps on up to 32 phones at once (they may live on different servers) and returns a job id right away - the phones
work in parallel, minutes to an hour for a warm-up. op=status with job shows per-phone progress: call it every
30-60 s until state is done or failed. Steps for op=run: recipe (package, action, vars), open_app / close_app
(package), url (url), tap_text / wait_text (text, seconds), wait (seconds, seconds_max), scroll (text=down|up),
browse (seconds 10-600: scroll like a person), install_app (package from the catalog), key (key), screenshot,
rotate (new IP), if_text / unless_text (text, skip), login (package, account: an id from resources op=accounts or
"linked" for the account linked to each phone - the server fills the password), publish (package, text: post|story|reel,
media_id from resources op=media, caption). vars_by_device gives each phone its own account or media_id too, e.g.
{"dev_1": {"account": "12"}, "dev_2": {"account": "13"}}.
resourcesadded
The account's resources, the same as Resources in the dashboard. accounts: saved app accounts (login, status, the
phone it is linked to; parent_id = it signs in through that Instagram) - passwords and 2FA secrets are never shown;
add_via_instagram (account_id = an Instagram account, platform = com.facebook.katana or com.instagram.barcelona): a
Facebook / Threads that signs in through that Instagram, on the same phone, no password. To sign a phone in, run fleet with the step
{"op":"login","package":...,"account":<id> or "linked"} and the server fills the password itself. add_accounts /
link_account: save accounts and link one to a phone. texts / add_texts: captions, comments, bios, names. media /
upload_media: the photo and video library; publish one with fleet step {"op":"publish","package":...,"text":"post",
"media_id":<id>,"caption":...}. send_media: copy files into phones' galleries as if taken by that phone.
networkadded
Where phones go online. Every phone uses one proxy of the account: your own proxy, or a Clousd exit (residential,
mobile, ISP, datacenter in a country, paid per GB); time zone, locale and SIM follow it. op=options: exit types on
sale and countries. op=status: the exit a device uses now (IP, country, carrier). op=proxies: the account's proxies
and which devices use each. op=add: save your proxy (it is checked at once) or a Clousd exit. op=bind: put devices on
a proxy. op=unbind: take them off (no internet until bound again). op=rotate: new IP for every running device on the
proxy. op=check: test your proxy. op=delete: remove an unused proxy.
accountadded
The account's money - check it before starting phones, creating them or launching long runs, and tell the user
what it says. op=balance: balance, spend_per_day (running per-minute phones + paid proxy traffic of the last 24 hours),
runs_out_in_hours, phones running per minute with their price, monthly renewals within 7 days, prices per hour / day
cap / month / GB by exit type, the top_up link, and warnings: show every warning to the user in plain words (e.g.
"about 6 hours left; at zero the phones stop and go to storage", "proxy traffic cost $3.40 today") with the top_up
link. When the balance is low, say so before spending more - do not silently start phones.
recipechangeddescription, input schema
before
App recipes: scripted flows that wait for the right screen at each step, deal with popups and report what they
did. op=run runs a built-in recipe (package + action) or your own JSON and returns when it is finished.
op=record_start begins recording what is done on the phone (through act, or by a person in the live view);
record_status shows progress; record_stop returns the recorded draft recipe, ready for op=run.
after · 88% of words in common
App recipes on one phone: scripted flows that wait for the right screen at each step, deal with popups and report
what they did. op=run runs a built-in recipe (package + action - the list with inputs is fleet op=recipes) or your own
JSON and returns when it is finished; for several phones use fleet op=run instead.
op=record_start begins recording what is done on the phone (through act, or by a person in the live view);
record_status shows progress; record_stop returns the recorded draft recipe, ready for op=run.
snapshotschangedinput schema
inspectchangedinput schema
actchangedinput schema
observechangedinput schema
deviceschangeddescription, input schema
before
Phones this API key can use.
op=list: name, state (running / stopped / starting), model, Android version and network exit of each phone.
op=start / op=stop with `device`: start a stopped phone (waits until it has booted, one to three minutes) or stop
one (a stopped phone keeps its state and costs nothing).
after · 53% of words in common
Phones this API key can use.
op=list: name, label (the name people see in the dashboard, e.g. "Anna IG" or "Pixel 7 #3"), number, state (running /
stopped / starting), model, Android version, network exit, the app accounts linked to it and its proxy_id. Every
tool takes the name, the label or the number. op=rename with device and label: give a phone a name (empty = back to
"Model #N"); name phones after their accounts to keep a fleet readable.
op=start / op=stop with `device`: start a stopped phone (waits until it has booted, one to three minutes) or stop
one (a stopped phone keeps its state and costs nothing).
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
Dependencies
[email protected]PyPIthis version is not known to the dependency resolver
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
Endpoints
remote
auth
reachable
uptime 30d
p50
protocol
last ok
https://api.clousd.com/mcpstreamable-http
api_key ${CLOUSD_MCP_TOKEN}
yes
91%
550 ms
2026-07-28
2026-10-20
package
registry
version
runtime
secrets
clousd-mcp
pypi
0.3.2
–
CLOUSD_API_KEY
Tools (10)
accountread-only
The account's money - check it before starting phones, creating them or launching long runs, and tell the user
what it says. op=balance: balance, spend_per_day (running per-minute phones + paid proxy traffic of the last 24 hours),
runs_out_in_hours, phones running per minute with their price, monthly renewals within 7 days, prices per hour / day
cap / month / GB by exit type, the top_up link, and warnings: show every warning to the user in plain words (e.g.
"about 6 hours left; at zero the phones stop and go to storage", "proxy traffic cost $3.40 today") with the top_up
link. When the balance is low, say so before spending more - do not silently start phones.
actdestructive
Do one thing on the phone, then wait until the screen settles. Prefer element numbers from observe over
coordinates; tap_text taps the element whose text contains `text`. Typing goes into the focused field (tap it
first) and works in any language. Returns what happened; "the screen did not change" means the action probably
missed - observe again.
devices
Phones this API key can use.
op=list: name, label (the name people see in the dashboard, e.g. "Anna IG" or "Pixel 7 #3"), number, state (running /
stopped / starting), model, Android version, network exit, the app accounts linked to it and its proxy_id. Every
tool takes the name, the label or the number. op=rename with device and label: give a phone a name (empty = back to
"Model #N"); name phones after their accounts to keep a fleet readable.
op=start / op=stop with `device`: start a stopped phone (waits until it has booted, one to three minutes) or stop
one (a stopped phone keeps its state and costs nothing).
fleetdestructive
Work with many phones in one call - the way to automate, instead of tapping each phone step by step.
op=recipes lists the built-in app recipes (sign in, warm up an account, publish, delete the last post...) with their
inputs; prefer a recipe over act whenever one fits the task. op=run starts a recipe (package + action) or your own
steps on up to 32 phones at once (they may live on different servers) and returns a job id right away - the phones
work in parallel, minutes to an hour for a warm-up. op=status with job shows per-phone progress: call it every
30-60 s until state is done or failed. Steps for op=run: recipe (package, action, vars), open_app / close_app
(package), url (url), tap_text / wait_text (text, seconds), wait (seconds, seconds_max), scroll (text=down|up),
browse (seconds 10-600: scroll like a person), install_app (package from the catalog), key (key), screenshot,
rotate (new IP), if_text / unless_text (text, skip), login (package, account: an id from resources op=accounts or
"linked" for the account linked to each phone - the server fills the password), publish (package, text: post|story|reel,
media_id from resources op=media, caption). vars_by_device gives each phone its own account or media_id too, e.g.
{"dev_1": {"account": "12"}, "dev_2": {"account": "13"}}.
inspectread-only
Read the phone without touching the screen.
notifications: the shade as a list (app, title, text, time). clipboard: the clipboard text.
app: installed version, install/update time, installer, whether it runs or is on screen.
crashes: recent app crashes, native crashes and ANRs with the first lines of the stack.
health: running, booted, network exit and the latest automatic check of the phone.
installed: packages of apps that can be opened.
networkdestructive
Where phones go online. Every phone uses one proxy of the account: your own proxy, or a Clousd exit (residential,
mobile, ISP, datacenter in a country, paid per GB); time zone, locale and SIM follow it. op=options: exit types on
sale and countries. op=status: the exit a device uses now (IP, country, carrier). op=proxies: the account's proxies
and which devices use each. op=add: save your proxy (it is checked at once) or a Clousd exit. op=bind: put devices on
a proxy. op=unbind: take them off (no internet until bound again). op=rotate: new IP for every running device on the
proxy. op=check: test your proxy. op=delete: remove an unused proxy.
observeread-only
Look at the phone: a fresh screenshot, the app on screen and (with_text) every labelled or tappable element with
a number. Act on an element by its number (act element=N); coordinates, when needed, are in this image's pixels.
recipedestructive
App recipes on one phone: scripted flows that wait for the right screen at each step, deal with popups and report
what they did. op=run runs a built-in recipe (package + action - the list with inputs is fleet op=recipes) or your own
JSON and returns when it is finished; for several phones use fleet op=run instead.
op=record_start begins recording what is done on the phone (through act, or by a person in the live view);
record_status shows progress; record_stop returns the recorded draft recipe, ready for op=run.
resources
The account's resources, the same as Resources in the dashboard. accounts: saved app accounts (login, status, the
phone it is linked to; parent_id = it signs in through that Instagram) - passwords and 2FA secrets are never shown;
add_via_instagram (account_id = an Instagram account, platform = com.facebook.katana or com.instagram.barcelona): a
Facebook / Threads that signs in through that Instagram, on the same phone, no password. To sign a phone in, run fleet with the step
{"op":"login","package":...,"account":<id> or "linked"} and the server fills the password itself. add_accounts /
link_account: save accounts and link one to a phone. texts / add_texts: captions, comments, bios, names. media /
upload_media: the photo and video library; publish one with fleet step {"op":"publish","package":...,"text":"post",
"media_id":<id>,"caption":...}. send_media: copy files into phones' galleries as if taken by that phone.
snapshotsdestructive
Saved states of a phone, for starting every run from the same point.
op=list: id, created, android, current, restorable. op=save: save the current state.
op=restore with snapshot_id: reset the phone to that state (what happened since is lost).
op=clone with snapshot_id and new_name: a new phone from that state.
protogrid