Feedback Synthesis MCP

io.github.sapph1re/feedback-synthesis-mcp · v0.1.2

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

MCPremotelocal · pypino credentialsDeveloper tools

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 4 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 83/100

What it does: 4 tools · 3 read, 0 write

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made

Answers without login: +30
Speed of first answer: +10
Lists tools: +10
Tool descriptions: +15
Parameter descriptions: +10
Read/write annotations: 0
Safe test call: +8
More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL

https://feedback-synthesis-mcp-production.up.railway.app/mcp

Package

registry:   pypi
identifier: feedback-synthesis-mcp
version:    0.1.1
transport:  stdio

Tools

4 tools listed at last check

synthesize_feedback Multi-source feedback synthesis into ranked pain clusters.
get_pain_points Quick single-source pain point extraction.
search_feedback Full-text search across cached feedback items.
get_sentiment_trends Time-series sentiment analysis across feedback sources.

Badge

Markdown for your README

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Repository