# Feedback Synthesis MCP

> Use this tool when you need to identify and prioritize user pain points from diverse feedback sources. The Feedback Synthesis MCP synthesizes GitHub Issues, Hacker News, and App Store reviews into ranked pain clusters, providing actionable insights to inform product development. It accepts raw feedback data as input and outputs ranked clusters, ideal for product managers and developers seeking to optimize their feedback loop.

Canonical page: https://skillsregistry.net/skills/io-github-sapph1re-feedback-synthesis-mcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-sapph1re-feedback-synthesis-mcp

## Description

Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.sapph1re%2Ffeedback-synthesis-mcp)
- **Repository:** <https://github.com/sapph1re/feedback-synthesis-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": "io-github-sapph1re-feedback-synthesis-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-sapph1re-feedback-synthesis-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-sapph1re-feedback-synthesis-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