MCP.Market

SkillFM Claude Code Token Usage MCP server

by ericm1018·io.github.ericm1018/skillfm-claude-code-token-usage-cost·v0.1.0

Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.

B78/100grade B
What users say
No reviews yet
Be the first
Safety scan
B78/100

full report

Adoption
New

0 stars

Reviews

Write one

Nobody has reviewed SkillFM Claude Code Token Usage yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

SkillFM Claude Code Token Usage tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan3 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 130 days ago8/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How SkillFM Claude Code Token Usage compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
78/100
higher than 57% of 48,273 servers

Install SkillFM Claude Code Token Usage in Claude Code, Cursor or VS Code

Runs npx -y @skillfm/claude-code-token-usage-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add skillfm-claude-code-token-usage-cost -- npx -y @skillfm/claude-code-token-usage-mcp
Add to Cursor

What the publisher says

From the SkillFM Claude Code Token Usage repository's README, as published. We do not edit it. Read it on GitHub

SkillFM Claude Code Token Usage MCP

Claude Code token usage and cost visibility for MCP-capable agents.

This repository is a transparent SkillFM gateway package. It exists to match a specific marketplace/search intent, then delegates execution to the canonical SkillFM Beacon MCP and local runtime.

Powered by SkillFM Beacon.

Quick Start

Use this gateway as an MCP stdio server:

npx -y @skillfm/claude-code-token-usage-mcp@latest

Equivalent explicit SkillFM entrypoint:

npx -y @skillfm/mcp@latest

For MCP clients that accept JSON config:

{
  "mcpServers": {
    "claude-code-token-usage": {
      "command": "npx",
      "args": ["-y", "@skillfm/claude-code-token-usage-mcp@latest"]
    }
  }
}

What This Gateway Helps With

  • Inspect Claude Code token usage and estimated cost signals.
  • Connect usage visibility to SkillFM Beacon AI health checks.
  • Find repeated context, stale sessions, and cost-saving opportunities.
  • Route users toward local-first SkillFM activation without asking for provider keys first.

This gateway is for users who ask:

  • "How many Claude Code tokens did I use today?"
  • "Why did my Claude Code usage spike?"
  • "Which sessions or projects are wasting context?"
  • "Can my agent show me token usage before I connect provider keys?"

How It Works

The public package is intentionally thin. It sets SKILLFMGATEWAYSOURCE=claude-code-token-usage and forwards execution to @skillfm/mcp@latest, which then delegates to the canonical @skillfm/local runtime.

No private SkillFM platform logic, customer data, provider credentials, or backend modules live in this repository.

Activation Path

Start the local sidecar when the user wants to connect SkillFM:

npx -y @skillfm/claude-code-token-usage-mcp@latest start

Agent-driven activation flow:

  1. Read the sidecar URL from stdout or ~/.skillfm/local.json.
  2. Call POST /activate/start.
  3. Show the returned verification URL and real device code to the user.
  4. Poll POST /activate/poll until it returns activated: true.
  5. Use SkillFM Beacon MCP tools for checkups, usage visibility, BYOK guidance, and cleanup audits.

Do not fabricate a placeholder code. The device code must come from POST /activate/start.

Security Model

  • Transparent gateway: This package is a public search/distribution gateway, not a separate hidden product.
  • Local-first runtime: Runtime execution goes through SkillFM's local package.
  • BYOK boundary: Provider keys are introduced only after user value is established, and key values are not read back by agents.
  • No private core: This repository contains distribution metadata, docs, and a thin launcher only.
  • Read-only first: Cleanup and usage inspection begin with read-only audits.

See PRIVACY.md and SECURITY.md.

Marketplace Keywords

Claude Code token usage, Claude usage, token cost, LLM cost, AI health checkup, agent monitoring, context cleanup, SkillFM Beacon, MCP server.

Expected Official MCP Registry single-token hits:

  • claude-code
  • token
  • usage
  • cost
  • skillfm

License

MIT

Nothing above is checked by us. What we check is on the safety report.

SkillFM Claude Code Token Usage: common questions

Is SkillFM Claude Code Token Usage MCP server safe?
Mostly: it is graded B (78/100). Read the SkillFM Claude Code Token Usage safety report
How do I install SkillFM Claude Code Token Usage?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does SkillFM Claude Code Token Usage need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is SkillFM Claude Code Token Usage maintained?
The last commit was 166 days ago (2026-05-20). The latest release is v0.1.0.

More from ericm1018 →