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Built for the Claude Code community with Claude Code by @mertduzgun

Independent project, not affiliated with Anthropic
  1. MCP
  2. /
  3. SkillFM Beacon

SkillFM Beacon

Editor's Note

A local operations layer for tracking AI spend and cleaning up agent bloat. Connects to Claude Desktop, Cursor, Cline, and other MCP clients over stdio to surface token counts, LLM costs, and optimization opportunities across OpenAI, Anthropic, DeepSeek, and Qwen. Stores BYOK provider keys in a local vault on 127.0.0.1, runs cleanup audits for stale worktrees and oversized logs, and exposes health checkup tools without sending credentials off-machine. Reach for it when you need visibility into why your AI bill is climbing or your agent context is dragging, and you want the monitoring runtime to stay on localhost.

Install

claude mcp add --transport stdio io.github.ericm1018-skillfm-ai-health-token-usage-byok-cost-cleanup uvx skillfm-ai-health-token-usage-byok-cost-cleanup
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