io.github.lazymac2x/llm-output-quality-monitor
llm-output-quality-monitor-api
io.github.lazymac2x/llm-output-quality-monitor costs 405 tokens of context per session. It has 5 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
Cloudflare Workers MCP server: llm-output-quality-monitor
alive probed 2026-10-03 · HTTP 200
5tools
405tokens for the tool definitions
0.2 %of a 200k context window
69 msto initialize
67 msto list tools
- Endpoint
- https://api.lazy-mac.com/llm-output-quality-monitor/mcp (streamable-http)
- Host
- api.lazy-mac.com
- Protocol
- 2024-11-05
- Reports itself as
- llm-output-quality-monitor-api 1.0.0
- Capabilities
- tools
- Instructions
- none
- Repository
- https://github.com/lazymac2x/llm-output-quality-monitor-api
- Registry
- active, updated 2026-05-16 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| quality_validator | 108 | 27 % |
| drift_detector | 93 | 23 % |
| hallucination_scorer | 93 | 23 % |
| schema_enforcer | 58 | 14 % |
| consistency_check | 53 | 13 % |
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 | 69 ms | 5 | 405 |
| 2026-10-03 17:54 | alive | 68 ms | 5 | 405 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.lazymac2x/llm-output-quality-monitor)