Best Alternatives to SkillFM Claude Code Token Usage

SkillFM Beacon

Runtime: npx

AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.

Claude Code token usage, cost, and plan limits from local logs and Anthropic's usage API.

SkillFM LLM Cost Optimizer

Runtime: npx

LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

Tokenscope

Runtime: npx

Analyze Claude Code token cost & context attribution. Local, read-only MCP server.

Sipcode

Runtime: Remote (SSE)

Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.

Stripe AI

Runtime: npx

MCP server integrating with Stripe - tools for customers, products, payments, and more.

JCodemunch MCP

Runtime: uvx

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 95%+ token savings.

Intelligent MCP proxy that reduces token usage by exposing only mcp_search and mcp_call.

Code Context Engine

Runtime: uvx

Index your codebase. AI searches instead of re-reading files. 94% token savings.

Capsule

Runtime: npx

Compact, source-linked context packs that reduce token waste for coding agents.

WingmanProtocol Agent Gateway

Runtime: npx

Async errands, artifact hosting, watches, memory + 15 calculators for AI agents. x402 on Base.