
SkillFM Claude Code Token Usage MCP server
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
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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
- 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
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
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@latestEquivalent explicit SkillFM entrypoint:
npx -y @skillfm/mcp@latestFor 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 startAgent-driven activation flow:
- Read the sidecar URL from stdout or ~/.skillfm/local.json.
- Call POST /activate/start.
- Show the returned verification URL and real device code to the user.
- Poll POST /activate/poll until it returns activated: true.
- 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.