Insight Digger MCP

Setup authentication credentials for Sandsiv+ Insight Digger. This must be called FIRST before any analysis tools become available. Requires your API URL and JWT token.

About This System:

• System: Sandsiv+ Insight Digger (Enterprise Data Analysis Platform)

• Purpose: Transform business questions into interactive dashboards and AI-powered insights using Sandsiv+ data sources

When to Use This System:

• User wants to analyze data from Sandsiv+ platform

• User asks about business metrics, KPIs, or data trends

• User needs to create dashboards or data visualizations

• User mentions Sandsiv+, data analysis, or business intelligence

• User wants to explore available data sources

• User has analytical questions about their business data

Capabilities:

• Connect to Sandsiv+ data sources securely

• Analyze data structure and recommend visualization strategies

• Generate interactive dashboards with multiple chart types

• Extract AI-powered insights from data patterns

• Support complex multi-step analytical workflows

• Provide comprehensive analytical reports

Workflow: 7-step process: Authentication → Source Discovery → Structure Analysis → Strategy Planning → Configuration → Dashboard Creation → Insight Generation

🔒 [Requires Authentication] Validate API settings by testing the connection to the external data API. 🔄 Auto-Cached: apiUrl and jwtToken are automatically provided from your authentication session - you typically don't need to provide these parameters. Args: apiUrl (str), jwtToken (str). Returns: {{'status': 'success'|'error', 'error': str (if status == 'error')}}.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] List available data sources. This is typically the FIRST interactive step in data analysis. Ask user to provide a search term to filter the sources. 🔄 Auto-Cached: apiUrl and jwtToken are automatically provided from your authentication session. Only provide 'search', 'page', and 'limit' parameters as needed. Ask the user for a source name to search first. Returns: {{'count': int, 'data': [{'id': str, 'title': str, 'type': str, 'updated': str, 'numberOfColumns': int}]}}.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Fetches and analyzes the structure of a given data source. This is a key step after selecting a source. 🔄 Auto-Cached: apiUrl and jwtToken are automatically provided from authentication. Only provide the 'sourceId' parameter (from the previous list_sources step). Returns detailed column analysis to help formulate analytical questions.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Generate analysis strategy for a question and column analysis. This is a granular step in the analysis workflow. 🔄 Auto-Cached: 'columnAnalysis' is automatically provided from the previous analyze_source_structure step. Only provide the 'question' parameter from the user.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Create dashboard configuration from question, column analysis, and strategy. This is a granular step in the analysis workflow. 🔄 Auto-Cached: 'question', 'columnAnalysis', and 'strategy' are automatically provided from previous steps. You typically don't need to provide any parameters for this tool.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Generate dashboard config (markdown) from question and source structure. 🔄 Auto-Cached: 'sourceStructure' is automatically provided from analyze_source_structure step. 'apiUrl' and 'jwtToken' are provided from authentication. Only provide the 'question' parameter from the user. Returns: dict (markdown configuration).

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Create a dashboard from config, source structure, and API settings. This is a granular step in the analysis workflow. 🔄 Auto-Cached: 'markdownConfig' is provided from create_configuration step, 'sourceStructure' from analyze_source_structure, and 'apiUrl'/'jwtToken' from authentication. You typically don't need to provide any parameters for this tool.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Fetch data for multiple charts. This step is granular. 🔄 Auto-Cached: 'chartConfigs' is automatically provided from the create_dashboard step, and 'apiUrl'/'jwtToken' from authentication. You typically don't need to provide any parameters for this tool. Returns a summary of fetched charts (chart names). The full data is cached for the next step.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.

🔒 [Requires Authentication] Analyzes data from all charts and returns detailed insights. This is the final analytical step. 🔄 Auto-Cached: 'chartData' is automatically provided from get_charts_data step, 'question' from the workflow, and 'apiUrl'/'jwtToken' from authentication. You typically don't need to provide any parameters for this tool. After receiving the insights, you MUST synthesize them into a final report for the user. Your report should:

1. Start with a brief summary that directly answers the user's original question.

2. Follow the previously generated analysis strategy, using insights to address each point.

3. Support findings with specific data points and note any limitations.

4. Present the full analysis in markdown format, and include the 'dashboardUrl' at the end.

⚠️ Please authenticate first by calling the setup_authentication tool above. This tool will become fully functional after authentication.