io.github.sapph1re/feedback-synthesis-mcp
Feedback Synthesis MCP
Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.
alive probed 2026-10-05 · HTTP 200
4tools
1.2ktokens in Claude Opus 5.5
1.3ktokens in Claude Code
0.6 %of a 200k context window
703o200k_base estimate
223 msto initialize
22 msto list tools
- Endpoint
- https://feedback-synthesis-mcp-production.up.railway.app/mcp (streamable-http)
- Host
- feedback-synthesis-mcp-production.up.railway.app
- Protocol
- 2025-11-25
- Reports itself as
- feedback-synthesis-mcp 0.1.0
- Capabilities
- tools
- Instructions
- 224 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/sapph1re/feedback-synthesis-mcp
- Registry
- active, updated 2026-08-19 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| search_feedback | 255 | 36 % |
| synthesize_feedback | 193 | 27 % |
| get_sentiment_trends | 131 | 19 % |
| get_pain_points | 124 | 18 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 15:39 | alive | 223 ms | 4 | 1.2k | 703 |
| 2026-10-05 00:55 | alive | 82 ms | 4 | 703 | |
| 2026-10-04 10:07 | alive | 1.1 s | 4 | 703 | |
| 2026-10-04 08:00 | alive | 1.3 s | 4 | 703 | |
| 2026-10-03 20:39 | alive | 938 ms | 4 | 703 | |
| 2026-10-03 17:55 | alive | 584 ms | 4 | 703 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.sapph1re/feedback-synthesis-mcp)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.