Use when a user asks about AI health checkups, token usage, LLM cost or spend, OpenAI Anthropic DeepSeek Qwen usage, BYOK vault setup, provider API keys, slow agents, context cleanup, tool cleanup, cost optimization, or installing and activating SkillFM Beacon MCP.
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon checks for MCP agents. Runs locally from the @skillfm/byok-vault-mcp npm package.
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents. Runs locally from the @skillfm/claude-code-token-usage-mcp npm package.
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits. Runs locally from the @skillfm/llm-cost-optimizer-mcp npm package.