Market Sizing MCP Server

Provides market research and business analysis by integrating with multiple economic data sources like Alpha Vantage, BLS, and the World Bank.

A Model Context Protocol server providing market research and business analysis capabilities through 28 tools, 15 business prompts, and integration with 8 economic data sources.

This MCP server provides comprehensive market research capabilities including:

- 28 Tools: Market analysis, data access, and business intelligence tools
- 15 Prompts: Professional business analysis templates for funding, strategy, and research
- Data Integration: Alpha Vantage, BLS, Census, FRED, IMF, Nasdaq Data Link, OECD, World Bank
- Smart Defaults: Pre-configured parameters for immediate use without setup
- Multiple Transports: STDIO, Streamable HTTP, and SSE support

- Total Addressable Market (TAM) and Serviceable Addressable Market (SAM) calculations
- Market size estimation and forecasting
- Industry analysis and competitive intelligence
- Market segmentation and opportunity identification
- Data validation and cross-source verification

- Startup funding pitch preparation
- Private equity investment analysis
- Corporate strategy and market entry
- Crisis management and regulatory impact assessment
- ESG and sustainability analysis

- Real-time financial and economic data retrieval
- Multi-source data aggregation and comparison
- Intelligent routing based on data type and availability
- Comprehensive caching for performance optimization

- Real-time Notifications: 6 types of business-specific notifications for market intelligence, data source health, calculation milestones, and performance monitoring
- Multiple Transports: Full support for STDIO, HTTP, and Server-Sent Events (SSE) protocols
- Resource Access: Documentation and status information available through MCP resources
- Tool Discovery: Complete tool catalog with smart defaults and validation

- Node.js 20.x or later
- npm or yarn
- API keys for data sources (optional, see Configuration)

# Clone repository git clone https://github.com/your-username/TAM-MCP-Server.git cd TAM-MCP-Server # Install dependencies npm install # Configure environment cp .env.example .env # Edit .env with your API keys # Build and start (HTTP - recommended) npm run build npm run start:http

# Use development script chmod +x scripts/dev-setup.sh ./scripts/dev-setup.sh # Or manual setup npm install npm run build npm run start # HTTP server npm run start:stdio # STDIO transport

# Build image docker build -t tam-mcp-server . # Run container with environment file docker run -p 3000:3000 --env-file .env tam-mcp-server # Or run with individual environment variables docker run -p 3000:3000 \ -e ALPHA_VANTAGE_API_KEY=your_key_here \ -e FRED_API_KEY=your_key_here \ -e NODE_ENV=production \ tam-mcp-server

HTTP Transport (Recommended)For Claude Desktop, add to your configuration:

{ "mcpServers": { "tam": { "command": "npm", "args": ["run", "start:http"], "cwd": "/path/to/TAM-MCP-Server" } } }

{ "mcpServers": { "tam": { "command": "npm", "args": ["run", "start:stdio"], "cwd": "/path/to/TAM-MCP-Server" } } }

# HTTP mode npm run start:http # STDIO mode npx @modelcontextprotocol/inspector npm run start:stdio

Smart Default Values - Zero-Friction Start

Get professional market insights instantly - no parameter research required!

All 28 tools include intelligent default values that let you start analyzing immediately:

// Call any tool with empty parameters - defaults automatically applied { "name": "alphaVantage_getCompanyOverview", "arguments": {} // Server provides: symbol="AAPL" (Apple Inc.) } { "name": "tam_analysis", "arguments": {} // Server provides: $10B market, 15% growth, 5-year projection }

- Stock Analysis: AAPL, MSFT, GOOGL (Fortune 500 companies)
- Economic Data: US GDP, Global indicators, 2020-2024 timeframes
- Industry Codes: Technology sector, Professional Services (NAICS 54)
- Market Calculations: $10B base market, 15% growth rates, 5-year projections

- First-time users getting immediate results without parameter research
- Demo environments showcasing professional market analysis capabilities
- Rapid prototyping with realistic business data and scenarios

// Market analysis with defaults { "name": "tam_analysis", "arguments": {} } // Company overview with default symbol (AAPL) { "name": "alphaVantage_getCompanyOverview", "arguments": {} } // Custom parameters { "name": "market_size", "arguments": { "industryId": "technology", "region": "north-america" } }

Access professional templates through the prompts interface:

// List available prompts { "method": "prompts/list" } // Get startup funding prompt { "method": "prompts/get", "params": { "name": "startup_funding_pitch", "arguments": { "company_name": "TechCorp", "industry": "SaaS" } } }

MCP Tools - Three-Tier Architecture System

The TAM MCP Server provides28 total MCP toolsorganized in three complementary tiers:

Tier 1: Direct Data Access Tools (13 tools)

Purpose: Raw access to external data sources
Target Users: Developers, data engineers, custom analytics builders

- alphaVantage_getCompanyOverview: Get detailed company overview and financials
- alphaVantage_searchSymbols: Search for stock symbols and company names
- bls_getSeriesData: Retrieve Bureau of Labor Statistics employment data
- census_fetchIndustryData: Access U.S. Census Bureau industry statistics
- census_fetchMarketSize: Get market size data from Census surveys
- fred_getSeriesObservations: Fetch Federal Reserve economic data series
- imf_getDataset: Access International Monetary Fund datasets
- imf_getLatestObservation: Get latest IMF economic observations
- nasdaq_getDatasetTimeSeries: Retrieve Nasdaq Data Link time series
- nasdaq_getLatestDatasetValue: Get latest values from Nasdaq datasets
- oecd_getDataset: Access OECD statistical datasets
- oecd_getLatestObservation: Get latest OECD economic observations
- worldBank_getIndicatorData: Fetch World Bank development indicators

Purpose: Foundational market analysis capabilities
Target Users: Business analysts starting with basic market research

- industry_search: Basic industry data retrieval from multiple sources
- tam_calculator: Basic Total Addressable Market calculations
- market_size_calculator: Basic market size estimation with methodology explanations
- company_financials_retriever: Basic company financial data retrieval

Tier 3: Business Analysis Tools (11 tools)

Purpose: Advanced market intelligence and comprehensive business analysis
Target Users: Senior analysts, market researchers, investment teams
- industry_analysis: Enhanced multi-source industry analysis with intelligent ranking
- industry_data: Detailed industry intelligence with trends, ESG, and key players
- market_size: Advanced market size estimation and analysis with confidence scoring
- tam_analysis: Advanced Total Addressable Market calculations with scenario projections
- sam_calculator: Serviceable Addressable Market with constraint analysis
- market_segments: Hierarchical market segmentation analysis
- market_forecasting: Time series forecasting with scenario analysis
- market_comparison: Multi-market comparative analysis and rankings
- data_validation: Cross-source data quality validation and scoring
- market_opportunities: Market gap and growth opportunity identification
- generic_data_query: Direct access to any data source service and method

The server integrates with 8 data sources:

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