io.github.OptimNow/cloud-finops
Cloud FinOps Skill & MCP
Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
alive probed 2026-10-14 · HTTP 200
6tools
4.9ktokens in Claude Opus 5.5
4.9ktokens in Claude Code
2.4 %of a 200k context window
2.9ko200k_base estimate
877 msto initialize
109 msto list tools
- Endpoint
- https://mcp.optimnow.io/mcp (streamable-http)
- Host
- mcp.optimnow.io
- Protocol
- 2025-11-25
- Reports itself as
- cloud-finops 1.42.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 2 518 characters
- Claude count
- Claude Opus 5.5, measured 2026-10-14. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/OptimNow/cloud-finops-skills
- Registry
- active, updated 2026-10-13 · registry entry
- Reachable
- 9 of the last 9 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| find_playbooks | 705 | 24 % |
| find_references | 692 | 24 % |
| get_reference | 626 | 21 % |
| get_playbook | 345 | 12 % |
| list_references | 288 | 10 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-14 09:20 | alive | 866 ms | 6 | 4.9k | 2.9k |
| 2026-10-13 11:14 | alive | 1.0 s | 6 | 4.8k | 2.9k |
| 2026-10-12 11:40 | alive | 3.8 s | 6 | 4.8k | 2.9k |
| 2026-10-05 14:24 | alive | 877 ms | 6 | 4.8k | 2.9k |
| 2026-10-05 00:30 | alive | 632 ms | 6 | 2.9k | |
| 2026-10-04 10:02 | alive | 5.5 s | 6 | 2.9k | |
| 2026-10-04 07:56 | alive | 785 ms | 6 | 2.9k | |
| 2026-10-03 20:36 | alive | 1.2 s | 6 | 2.9k | |
| 2026-10-03 17:52 | alive | 214 ms | 6 | 2.9k |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.OptimNow/cloud-finops)
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.