io.github.OptimNow/cloud-finops
Cloud FinOps Skill & MCP
io.github.OptimNow/cloud-finops costs 2 919 tokens of context per session. It has 6 tool definitions. That is 1.5 % of a 200k window. Measured 2026-10-03.
Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
alive probed 2026-10-03 · HTTP 200
6tools
2.9ktokens for the tool definitions
1.5 %of a 200k context window
1.2 sto initialize
143 msto list tools
- Endpoint
- https://mcp.optimnow.io/mcp (streamable-http)
- Host
- mcp.optimnow.io
- Protocol
- 2025-11-25
- Reports itself as
- cloud-finops 1.40.1
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- 2 518 characters
- Repository
- https://github.com/OptimNow/cloud-finops-skills
- Registry
- active, updated 2026-10-02 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| find_playbooks | 705 | 24 % |
| find_references | 692 | 24 % |
| get_reference | 623 | 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 | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:36 | alive | 1.2 s | 6 | 2.9k |
| 2026-10-03 17:52 | alive | 214 ms | 6 | 2.9k |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.OptimNow/cloud-finops)