fleet
shallowio.github.Clousd-Android/clousd-mcp · Verify this server
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"}}.
1 trials · measured today
fleet scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.Clousd-Android/clousd-mcp, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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