SAP OData to MCP Server

Instructions

Implementation Reference

• src/tools/ai-enhanced-tools.ts:203-239 (handler)

  The execute method implements the core logic of the 'smart-data-analysis' tool. It uses an AI integration service to analyze provided SAP data based on the specified analysis type (trend, anomaly, forecast, correlation), generating insights, recommendations, and confidence scores.

  async execute(params: any): Promise<any> {
    try {
      logger.info('Starting smart data analysis', {
        recordCount: params.data.length,
        analysisType: params.analysisType,
        entityType: params.entityType,
      });
  
      const prompt = `Analyze this ${params.entityType} data for ${params.analysisType} patterns and business insights`;
  
      const analysis = await aiIntegration.analyzeData(prompt, params.data, params.analysisType);
  
      const insights = analysis.insights.map(
        (insight: any) => `${insight.title}: ${insight.description} (${insight.impact} impact)`
      );
  
      const recommendations = analysis.recommendations.map(
        (rec: any) => `${rec.title}: ${rec.description} (Priority: ${rec.priority})`
      );
  
      return {
        success: true,
        analysis,
        insights,
        recommendations,
        confidence: analysis.confidence,
      };
    } catch (error) {
      const errorMessage = error instanceof Error ? error.message : 'Unknown error';
      logger.error('Smart data analysis failed', { error: errorMessage });
  
      return {
        success: false,
        error: errorMessage,
      };
    }
  }

• src/tools/ai-enhanced-tools.ts:174-201 (schema)

  The inputSchema property defines the TypeScript schema for tool inputs, specifying required data array of SAP records, analysis type enum, optional business context, and entity type.

  inputSchema = {
    type: 'object' as const,
    properties: {
      data: {
        type: 'array' as const,
        description: 'Array of data records to analyze - each record is a key-value object',
        items: {
          type: 'object' as const,
          description: 'Data record with flexible schema for SAP entity analysis',
          additionalProperties: true,
        },
      },
      analysisType: {
        type: 'string' as const,
        enum: ['trend', 'anomaly', 'forecast', 'correlation'] as const,
        description: 'Type of analysis to perform',
      },
      businessContext: {
        type: 'string' as const,
        description: 'Business context for the analysis',
      },
      entityType: {
        type: 'string' as const,
        description: 'Type of SAP entity being analyzed',
      },
    },
    required: ['data', 'analysisType', 'entityType'],
  };

• src/tools/ai-enhanced-tools.ts:462-467 (registration)

  The SmartDataAnalysisTool instance is created and exported as part of the aiEnhancedTools array, which is used for registering AI-enhanced tools with the MCP server.

  export const aiEnhancedTools = [
    new NaturalQueryBuilderTool(),
    new SmartDataAnalysisTool(),
    new QueryPerformanceOptimizerTool(),
    new BusinessProcessInsightsTool(),
  ];