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100
MCP live MCP 2025-11-25 streamable-http

Cloud FinOps Skill & MCP

io.github.optimnow/cloud-finops

Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.

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Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.

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Uptime
100.0%
5 direct probes · 30d
Response
254ms
last probe
Tools
7
callable
Resources
6
readable
Prompts
0
available
Primary URL
https://cloud-finops-mcp.fly.dev/mcp
Score: 100/100
Handshake verified by our own probe.
why this score
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
7 tools, 6 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
13 items in total; 3 or more earns these points.
pass Describes itself 10/10
99 characters; more than 30 earns these points.

Tools · 7

list_references

See what FinOps guidance is available: billing mechanics, commitment strategy, allocation and chargeback, AI cost management, and per-provider cost handbooks (AWS, Azure, GCP, OCI, Databricks,…

get_reference

Fetch the guidance on one FinOps topic - the billing mechanics, decision rules and worked examples behind a defensible answer - either whole or one section at a time. Use this when you ne…

find_references

Find which guidance serves a FinOps question - how to commit, size, allocate, charge back, forecast, or govern cloud and AI spend. Use this for questions like "how should we size Savings Plan…

list_playbooks

See every ready-made runbook for finding and fixing cloud waste: idle, orphaned and overprovisioned resources, egress surprises, schedule blindness and AI/ML inefficiency across AWS, Azure and…

get_playbook

Fetch the step-by-step runbook for one specific waste pattern: symptoms, the detection queries to run, the fix, and the anti-pattern to avoid. Use this when the user asks how to detect, c…

find_playbooks

Finds the runbook for a specific cloud waste pattern, filtered by provider, service, waste category or detection confidence. Useful before answering a specific waste or cost-fix question: each…

get_live_figures

Get the current value of a figure a reference quotes with a date. Use this when a reference quotes a figure from an OptimToken guide ("measured on the 2026-10-25 OptimToken catalogue") and th…

Resources · 6

Playbook viewer

MCP Apps UI resource linked from ``get_playbook``. Self-contained HTML/JS that renders the tool result's markdown as labelled sections (Problem / Symptoms / Detection / Fix / Anti-pattern / …

ui://cloud-finops/playbook-viewer
Playbook explorer

MCP Apps UI resource linked from ``list_playbooks`` and ``find_playbooks``. Card grid over the returned playbooks with client-side facet filters (scope, waste category, confidence - values de…

ui://cloud-finops/playbook-explorer
Reference browser

MCP Apps UI resource linked from ``list_references`` and ``find_references``. Dropdown row over the five FCP facets (values derived from the data), live-filtered list of references (title + o…

ui://cloud-finops/reference-browser
Playbook viewer (apps-sdk)

Apps-sdk variant of the playbook viewer widget.

ui://cloud-finops/apps-sdk/playbook-viewer
Playbook explorer (apps-sdk)

Apps-sdk variant of the playbook explorer widget.

ui://cloud-finops/apps-sdk/playbook-explorer
Reference browser (apps-sdk)

Apps-sdk variant of the reference browser widget.

ui://cloud-finops/apps-sdk/reference-browser

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://cloud-finops-mcp.fly.dev/mcp

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "cloud_finops_skill_\u0026_mcp": {
      "url": "https://cloud-finops-mcp.fly.dev/mcp",
      "transport": "streamable-http"
    }
  }
}