Customer feedback intelligence MCP — synthesize GitHub Issues, HN, and App Store reviews into ranked pain clusters. Pay-per-call via x402
Most developer tooling work still happens through a UI a human drives. Feedback MCP server moves it into the conversation instead. Customer feedback intelligence MCP — synthesize GitHub Issues, HN, and App Store reviews into ranked pain clusters. Pay-per-call via x402 micropayments.
Stop reading through hundreds of feedback items manually. Feedback Synthesis MCP collects from multiple sources, runs a multi-pass LLM pipeline, and returns ranked pain clusters with impact scores, evidence links, and suggested actions — machine-readable for agents, human-readable for founders.
The server publishes 4 tools. What each one is for:
synthesize_feedback — Multi-source synthesis → ranked pain clusters with evidenceget_pain_points — Quick single-source pain point extractionsearch_feedback — Full-text search across cached feedback itemsget_sentiment_trends — Time-series sentiment across sourcesConfiguration is passed through the environment: EVM_PRIVATE_KEY. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
Because this one is hosted, setup is mostly authentication — you point your client at the endpoint and approve access. Nothing runs on your machine, so there is no runtime to keep patched.
This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Feedback's toolset — synthesize_feedback, get_pain_points, search_feedback and 1 more — is a fair guide to whether it matches your workflow. It is maintained by Cortex Labs; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| synthesize_feedback | Multi-source synthesis → ranked pain clusters with evidence |
| get_pain_points | Quick single-source pain point extraction |
| search_feedback | Full-text search across cached feedback items |
| get_sentiment_trends | Time-series sentiment across sources |
{
"mcpServers": {
"feedback-synthesis-mcp": {
"type": "streamable-http",
"url": "https://feedback-synthesis-mcp-production.up.railway.app/mcp/"
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| EVM_PRIVATE_KEY | Credential the server authenticates with. | Yes |
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