MCP Analyzer Server
Provides security analysis and malicious tool detection for MCP tools with context-aware detection, behavioral pattern analysis, and risk scoring.
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 toolsbatch_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 tooltool_description: Description of the MCP tooltool_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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