io.github.sapph1re/feedback-synthesis-mcp
Feedback Synthesis MCP
io.github.sapph1re/feedback-synthesis-mcp costs 703 tokens of context per session. It has 4 tool definitions. That is 0.4 % of a 200k window. Measured 2026-10-03.
Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.
alive probed 2026-10-03 · HTTP 200
4tools
703tokens for the tool definitions
0.4 %of a 200k context window
938 msto initialize
85 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
- Repository
- https://github.com/sapph1re/feedback-synthesis-mcp
- Registry
- active, updated 2026-08-19 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | 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 | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:39 | alive | 938 ms | 4 | 703 |
| 2026-10-03 17:55 | alive | 584 ms | 4 | 703 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.sapph1re/feedback-synthesis-mcp)