SkillFM LLM Cost Optimizer vs SkillFM Beacon

In-depth architectural comparison of the SkillFM LLM Cost Optimizer and SkillFM Beacon MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose SkillFM LLM Cost Optimizer when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore SkillFM LLM Cost Optimizer Details

Choose SkillFM Beacon when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore SkillFM Beacon Details

Feature & Specification Comparison

Specification	SkillFM LLM Cost Optimizer Finance & Fintech	SkillFM Beacon Finance & Fintech
Summary	LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.	AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
Category & Scope	Finance & Fintech	Finance & Fintech

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "skillfm-llm-cost-optimizer": {
      "command": "npx",
      "args": [
        "-y",
        "@skillfm/llm-cost-optimizer-mcp@latest"
      ]
    }
  }
}

{
  "mcpServers": {
    "skillfm-beacon": {
      "command": "npx",
      "args": [
        "-y",
        "@skillfm/mcp@latest"
      ]
    }
  }
}

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