# SkillFM Beacon

> Use this tool when you need to optimize and monitor AI agent performance, particularly for managing token usage, costs, and security. The SkillFM Beacon provides health checkups, cost optimization, and visibility into provider usage, making it ideal for MCP-capable agents. It offers guidance on BYOK vaults and read-only cleanup audits, ensuring efficient and secure AI operations.

Canonical page: https://skillsregistry.net/skills/ericm1018-skillfm-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ericm1018-skillfm-mcp

## Description

AI health checkups, token usage, LLM cost optimization, BYOK vault guidance, provider usage visibility, and read-only cleanup audits for MCP-capable agents.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cfmwav3lve)
- **Repository:** <https://github.com/ericm1018/skillfm-mcp>

## Use it

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": "ericm1018-skillfm-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ericm1018-skillfm-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ericm1018-skillfm-mcp/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