MCP Analyzer Server

MCP Analyzer Server

Provides security analysis and malicious tool detection for MCP tools with context-aware detection, behavioral pattern analysis, and risk scoring.

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README

MCP Analyzer Server

A dedicated MCP (Model Context Protocol) server for security analysis and malicious tool detection.

Features

  • analyze_mcp_tool: Enhanced context-aware security analysis for individual MCP tools
  • batch_analyze_tools: Comprehensive security assessment for multiple tools at once
  • Context-aware detection: Reduces false positives and negatives
  • Behavioral pattern analysis: Identifies tool poisoning and covert operations
  • Risk scoring: Provides detailed risk assessment with confidence levels

Installation

npm install
npm run build

Usage

Start the server

npm start
# or
node dist/mcp-analyzer.js

Test the server

echo '{"jsonrpc": "2.0", "id": 1, "method": "tools/list", "params": {}}' | node dist/mcp-analyzer.js

Tools

analyze_mcp_tool

Analyzes a single MCP tool for malicious indicators.

Input:

  • tool_name: Name of the MCP tool
  • tool_description: Description of the MCP tool
  • tool_input_schema: Input schema (JSON string, optional)

Output:

  • Comprehensive security analysis report
  • Risk level assessment (LOW/MEDIUM/HIGH)
  • Malicious indicators detection
  • Security recommendations

batch_analyze_tools

Analyzes multiple MCP tools at once for comprehensive security assessment.

Input:

  • tools: Array of tools to analyze

Output:

  • Batch analysis report for all tools
  • Comparative risk assessment
  • Security recommendations for the toolset

Security Analysis Features

  • Context-aware detection: Uses semantic analysis to reduce false positives
  • Behavioral pattern analysis: Identifies tool poisoning and covert operations
  • Input schema analysis: Examines tool parameters for dangerous patterns
  • Risk scoring: Provides detailed risk assessment with confidence levels
  • Security recommendations: Offers specific mitigation strategies

Use Cases

  • MCP tool security research: Analyze tools for malicious patterns
  • Security assessment: Evaluate tool safety before deployment
  • Compliance checking: Ensure tools meet security requirements
  • Threat detection: Identify potentially dangerous MCP tools

License

MIT

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