# partnerlens-mcp

> Use this tool when you need to analyze Shopify App Store data, including app rankings and review sentiment, to inform business decisions or optimize app performance. It solves problems related to market research, competitor analysis, and app optimization by providing insights into 17,000+ apps and 829,000+ reviews. The tool accepts user app metrics as optional input and outputs actionable intelligence to guide app development and marketing strategies.

Canonical page: https://skillsregistry.net/skills/seven-hills-software-partnerlens-mcp  
JSON: https://api.skillsregistry.net/v1/skills/seven-hills-software-partnerlens-mcp

## Description

Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000+ reviews, category rankings, and AI-analyzed review sentiment, with optional integration of user's own app metrics.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ecommerce
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/i9r2ju5ks6)
- **Repository:** <https://github.com/seven-hills-software/partnerlens-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "seven-hills-software-partnerlens-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/seven-hills-software-partnerlens-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/seven-hills-software-partnerlens-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt