mcp-checkup
Analyze your MCP setup: measure token cost per tool, find bloated schemas, detect duplicates, and get optimization tips to reclaim your context window.
mcp-checkup
Your MCP servers are eating your context window. Find out how much.
mcp-checkup is an MCP server that analyzes your MCP setup — measuring the token cost of every installed server and tool, finding duplicates, grading efficiency, and generating optimization reports.
Quick Start
npx mcp-checkup
Then ask your AI assistant:
"Run an MCP health check on my setup"
"How many tokens are my MCP servers using?"
"Generate an MCP health report"
Why?
Every MCP tool costs 550–1,400 tokens just for its schema. A server with 50 tools can eat 30,000+ tokens before you type anything. Most developers have no idea how much context window their MCP servers are consuming.
Real examples from the community:
- Adding GitHub MCP increased one user's token usage from 34K to 80K (source)
- One developer found 67,000 tokens consumed by just 4 servers before any conversation (source)
- Context7 (240K weekly downloads) has tool descriptions costing 3x more tokens than necessary (source)
Tools
analyze_servers
Scan your MCP config and measure the token cost of every installed server. Auto-detects config files.
"Which of my MCP servers costs the most tokens?"
analyze_tools
Deep-dive into a specific server — per-tool token costs, grades, bloated descriptions, and optimization suggestions.
"Break down the token cost of my GitHub MCP server"
find_duplicates
Find duplicate tool names across your installed servers. Redundant tools waste context for no benefit.
"Do any of my MCP servers have overlapping tools?"
count_tokens
Count tokens in any text. Useful for estimating context usage.
"How many tokens is this prompt?"
generate_report
Full markdown health report: server grades (A-F), token costs, duplicates, and actionable recommendations.
"Generate a full MCP health report"
Grading System
Per-Tool Grades
| Grade | Tokens | Meaning |
|---|---|---|
| A | ≤100 | Excellent — minimal context cost |
| B | ≤300 | Good — reasonable schema size |
| C | ≤600 | Fair — could be optimized |
| D | ≤1000 | Poor — bloated schema |
| F | >1000 | Failing — severely impacts context window |
Per-Server Grades
| Grade | Total Tokens | Meaning |
|---|---|---|
| A | ≤500 | Lean and efficient |
| B | ≤1500 | Reasonable |
| C | ≤3000 | Getting heavy |
| D | ≤6000 | Significant context cost |
| F | >6000 | Major context window drain |
Installation
Claude Desktop / Claude Code
{
"mcpServers": {
"mcp-checkup": {
"command": "npx",
"args": ["-y", "mcp-checkup"]
}
}
}
Cursor
Add to .cursor/mcp.json with the same format.
Auto-Detection
mcp-checkup automatically finds your MCP config in these locations:
.mcp.json(current directory)- Claude Desktop config (Windows/macOS/Linux)
.cursor/mcp.json
Or pass a custom path to any tool.
How It Compares
| Tool | Purpose | Approach |
|---|---|---|
| mcp-checkup | Diagnose token costs | Analyze & report — see exactly what each tool costs |
| lean-ctx | Reduce token usage | Compress context at runtime |
| MCP Inspector | Debug MCP servers | Test connections and tool calls |
Use mcp-checkup first to find the problem, then decide how to fix it.
Part of the MCP Toolkit
- webcheck-mcp — Website health analysis
- git-summary-mcp — Git repository intelligence
- mcp-checkup — MCP setup health analyzer
- dev-utils-mcp — Developer utilities
- codescan-mcp — Codebase health scanner
License
MIT
Want to build your own MCP server? Check out our MCP Server Development Kit — includes TypeScript templates, market research, niche analysis, and monetization strategies.
관련 서버
Scout Monitoring MCP
스폰서Put performance and error data directly in the hands of your AI assistant.
Alpha Vantage MCP Server
스폰서Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
ServiceNow
A production-ready Model Context Protocol (MCP) server for ServiceNow platform integration. Built with TypeScript for Node.js 20+, this server enables LLMs and AI assistants to interact with ServiceNow instances through a standardized interface.
MCP Yeoman Server
Search for and run Yeoman generator templates programmatically.
APIWeaver
Dynamically creates MCP servers from web API configurations, integrating any REST API, GraphQL endpoint, or web service into MCP-compatible tools.
Replicate FLUX.1 Kontext [Max]
Image generation and editing using the FLUX.1 Kontext [Max] model via the Replicate API, featuring advanced text rendering and contextual understanding.
MCP Prompt Collector
Tools for logging, analyzing, and improving Claude Desktop prompts to enhance prompt engineering skills.
Code Scanner Server
Scans code files for definitions, respects .gitignore, and outputs in LLM-friendly formats like XML or Markdown.
PHP MCP Server
Provides semantic PHP code analysis and refactoring tools, enabling AI assistants to perform safe, intelligent code transformations at the AST level.
Deriv API Server
An MCP server and OpenAI function calling service for interacting with the Deriv API.
MCP Base Server
A base template for creating new MCP servers, designed for easy containerized deployment with Docker.
Remote MCP Server (Authless)
An example of a remote MCP server deployable on Cloudflare Workers, without authentication.