# IntegrityPulse FinOps

> Use this tool when you need to accurately forecast cloud costs for AI-driven projects, solving issues of budget overruns and unexpected expenses. IntegrityPulse FinOps provides verified cloud cost forecasting for AWS, GCP, and Azure, taking in usage data and outputting detailed pricing matrices. It is ideal for use cases where cloud cost optimization and predictability are crucial, such as large-scale AI deployments and multi-cloud environments.

Canonical page: https://skillsregistry.net/skills/io-github-maryadawson-code-integritypulse  
JSON: https://api.skillsregistry.net/v1/skills/io-github-maryadawson-code-integritypulse

## Description

Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 1.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-04-17

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.maryadawson-code%2Fintegritypulse)
- **Repository:** <https://github.com/maryadawson-code/integritypulse>

## Use it

MCP endpoint published by the skill: `https://integritypulse.marywomack.workers.dev/mcp`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "io-github-maryadawson-code-integritypulse"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-maryadawson-code-integritypulse` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-maryadawson-code-integritypulse/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt