# io.github.sonlenef/storepilot-mcp (pypi · storepilot)

Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases.

- Trust score: 72/100 (medium)
- Change this week: +1
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-21

## Components

- pypi · `storepilot`: 72/100 (this document), [markdown](https://verifymcp.io/servers/sonlenef-storepilot-mcp/storepilot.md), [page](https://verifymcp.io/servers/sonlenef-storepilot-mcp/storepilot)

## Channel facts

- Registry: `pypi`
- Package: `storepilot`
- Version: `0.1.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-21.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it.
  - 1 of 56 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 48/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 35 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 86/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 148 tokens (~148/item across 1 items; 1 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 97/100
  - Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 1 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the io.github.sonlenef/storepilot-mcp server?

io.github.sonlenef/storepilot-mcp runs locally as a PyPI package, launched with uvx storepilot. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add sonlenef-storepilot-mcp -- uvx storepilot
```

### Cursor

```json
{
  "mcpServers": {
    "sonlenef-storepilot-mcp": {
      "command": "uvx",
      "args": [
        "storepilot"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "sonlenef-storepilot-mcp": {
      "command": "uvx",
      "args": [
        "storepilot"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add sonlenef-storepilot-mcp -- uvx storepilot
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "sonlenef-storepilot-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "storepilot"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add sonlenef-storepilot-mcp --command uvx --arg storepilot
```

### Hermes

```yaml
mcp_servers:
  sonlenef-storepilot-mcp:
    command: "uvx"
    args: ["storepilot"]
```

### Netclaw

```json
{
  "McpServers": {
    "sonlenef-storepilot-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "storepilot"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add sonlenef-storepilot-mcp -t stdio -c uvx -a storepilot
```

### Other

```json
{
  "mcpServers": {
    "sonlenef-storepilot-mcp": {
      "command": "uvx",
      "args": [
        "storepilot"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-21 (score 72, +1)

No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-19 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-17 (score 70, −17)

- [security regression] Malware scan: pass → unverified
- [functional] Stability: pass → 0.83

### 2026-09-16 (score 87, 0)

- [security] Stability: 0.97 → pass

### 2026-09-15 (score 87, +16)

- [security improvement] Malware scan: unverified → pass

### 2026-09-14 (score 71, −15)

- [security regression] Malware scan: pass → unverified

### 2026-09-13 (score 86, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-12 (score 85, +15)

- [security improvement] Malware scan: unverified → pass

## MCP tools (1)

### `setup_doctor` (~148 tokens)

Diagnose StorePilot's store credentials and report exactly what is missing.

Runs every setup step independently and reports all of them, so a single
failure never hides the rest. For Google Play it verifies: the service account
key parses (and shows the email you must grant access to), the Android
Publisher API is reachable, the Play Developer Reporting API is reachable and
lists your apps, the "Reply to reviews" permission is present (the API returns
an empty list rather than an error when it is missing), and the Cloud Storage
reports bucket is configured and readable. Each failing step comes with the
exact fix. Run this first whenever a Play tool returns empty or unexpected data.

Output parameters:

- `result` (string)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/sonlenef-storepilot-mcp/storepilot#diagnostics

## Score history

- 2026-09-21: 72
- 2026-09-20: 71
- 2026-09-19: 71
- 2026-09-18: 70
- 2026-09-17: 70
- 2026-09-16: 87
- 2026-09-15: 87
- 2026-09-14: 71
- 2026-09-13: 86
- 2026-09-12: 85
- 2026-09-11: 70
- 2026-09-10: 84
- 2026-09-09: 84
- 2026-09-08: 83
- 2026-09-07: 83
- 2026-09-06: 82
- 2026-09-05: 82
- 2026-09-04: 81
- 2026-09-03: 81
- 2026-09-02: 81
- 2026-09-01: 80
- 2026-08-31: 80
- 2026-08-30: 79
- 2026-08-29: 79
- 2026-08-28: 78
- 2026-08-27: 63
- 2026-08-26: 77
- 2026-08-25: 76
- 2026-08-24: 75
- 2026-08-23: 72

## Common questions

### What is the io.github.sonlenef/storepilot-mcp server?

io.github.sonlenef/storepilot-mcp is listed in the public MCP registry as io.github.sonlenef/storepilot-mcp. Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases. This page covers its PyPI package (storepilot).

### Is the io.github.sonlenef/storepilot-mcp server safe to use?

io.github.sonlenef/storepilot-mcp scores 72 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 21 September 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the io.github.sonlenef/storepilot-mcp server expose?

io.github.sonlenef/storepilot-mcp exposes 1 tool: setup_doctor. Their descriptions and schemas cost roughly 148 tokens of context every time the server is loaded.

### Is the io.github.sonlenef/storepilot-mcp server still maintained?

io.github.sonlenef/storepilot-mcp is still listed as active in the MCP registry. We last reached this channel on 21 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the io.github.sonlenef/storepilot-mcp server under?

io.github.sonlenef/storepilot-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/storepilot/
- Socket report: https://socket.dev/pypi/package/storepilot
- Repository: https://github.com/sonlenef/storepilot-mcp
- Changelog RSS feed: https://verifymcp.io/servers/sonlenef-storepilot-mcp/storepilot.xml
- Changelog JSON feed: https://verifymcp.io/servers/sonlenef-storepilot-mcp/storepilot.json
- HTML version of this page: https://verifymcp.io/servers/sonlenef-storepilot-mcp/storepilot