io.github.lazymac2x/ai-cost-optimizer
ai-cost-optimizer
Cloudflare Workers MCP server: ai-cost-optimizer
alive probed 2026-10-05 · HTTP 200
5tools
1.0ktokens in Claude Opus 5.5
1.1ktokens in Claude Code
0.5 %of a 200k context window
572o200k_base estimate
167 msto initialize
218 msto list tools
- Endpoint
- https://api.lazy-mac.com/ai-cost-optimizer/mcp (streamable-http)
- Host
- api.lazy-mac.com
- Protocol
- 2024-11-05
- Reports itself as
- ai-cost-optimizer 2.0.0
- Capabilities
- tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/lazymac2x/ai-cost-optimizer-api
- Registry
- active, updated 2026-05-16 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| cost_tracker | 203 | 35 % |
| budget_alert | 122 | 21 % |
| cost_forecast | 92 | 16 % |
| token_calculator | 88 | 15 % |
| model_breakdown | 67 | 12 % |
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 14:55 | alive | 167 ms | 5 | 1.0k | 572 |
| 2026-10-05 00:37 | alive | 49 ms | 5 | 572 | |
| 2026-10-04 10:05 | alive | 57 ms | 5 | 572 | |
| 2026-10-04 07:59 | alive | 42 ms | 5 | 572 | |
| 2026-10-03 20:38 | alive | 71 ms | 5 | 572 | |
| 2026-10-03 17:54 | alive | 92 ms | 5 | 572 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.lazymac2x/ai-cost-optimizer)
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.