// MCP Prompt Definition interface following MCP specification
export interface PromptDefinition {
name: string;
description: string;
arguments?: PromptArgument[];
}
export interface PromptArgument {
name: string;
description: string;
required?: boolean;
}
// Comprehensive Business Analysis Prompts Collection
export const BusinessAnalysisPrompts: Record<string, PromptDefinition> = {
// 1. Strategic Business Case Prompts
startup_funding_pitch: {
name: "startup_funding_pitch",
description:
"š Comprehensive startup funding presentation with TAM/SAM analysis. Perfect for Series A-C funding rounds, includes market validation, competitive landscape, and financial projections.",
arguments: [
{
name: "company_name",
description: "Name of the startup seeking funding",
required: true,
},
{
name: "industry_sector",
description:
"Primary industry sector (e.g., 'fintech', 'healthtech', 'enterprise-saas', 'e-commerce')",
required: true,
},
{
name: "funding_stage",
description:
"Funding stage (e.g., 'seed', 'series-a', 'series-b', 'series-c')",
required: true,
},
{
name: "target_amount",
description: "Target funding amount in USD (e.g., '5000000' for $5M)",
required: false,
},
{
name: "geographic_focus",
description:
"Geographic market focus (e.g., 'US', 'Global', 'North America', 'Europe')",
required: false,
},
],
},
private_equity_research: {
name: "private_equity_research",
description:
"š Investment committee package for private equity deals. Comprehensive market analysis, competitive dynamics, and value creation opportunities with risk assessment.",
arguments: [
{
name: "target_company",
description: "Name or description of target company",
required: true,
},
{
name: "industry_focus",
description:
"Target industry (e.g., 'manufacturing', 'software', 'healthcare', 'infrastructure')",
required: true,
},
{
name: "deal_size",
description: "Expected deal size in USD (e.g., '50000000' for $50M)",
required: false,
},
{
name: "investment_thesis",
description:
"Primary investment thesis (e.g., 'market consolidation', 'digital transformation', 'operational efficiency')",
required: false,
},
],
},
corporate_strategy_entry: {
name: "corporate_strategy_entry",
description:
"š¢ Fortune 500 market entry strategy analysis. Board-level presentation for new market opportunities, strategic partnerships, and competitive positioning.",
arguments: [
{
name: "company_name",
description: "Name of the corporation",
required: true,
},
{
name: "target_market",
description:
"Target market or industry to enter (e.g., 'cybersecurity', 'renewable energy', 'artificial intelligence')",
required: true,
},
{
name: "entry_strategy",
description:
"Preferred entry strategy (e.g., 'organic-growth', 'acquisition', 'joint-venture', 'partnership')",
required: false,
},
{
name: "timeline",
description:
"Strategic timeline (e.g., '6-months', '1-year', '3-years')",
required: false,
},
],
},
// 2. Investment Analysis Prompts
venture_capital_thesis: {
name: "venture_capital_thesis",
description:
"š° VC investment thesis development with market trends, competitive landscape, and portfolio fit analysis. Ideal for investment committee presentations.",
arguments: [
{
name: "investment_sector",
description:
"Investment sector focus (e.g., 'cleantech', 'enterprise-ai', 'fintech', 'biotech')",
required: true,
},
{
name: "fund_focus",
description:
"Fund investment focus (e.g., 'early-stage', 'growth', 'late-stage')",
required: true,
},
{
name: "geographic_scope",
description:
"Geographic investment scope (e.g., 'North America', 'Global', 'Europe', 'APAC')",
required: false,
},
{
name: "portfolio_theme",
description:
"Portfolio theme or thesis (e.g., 'digital transformation', 'sustainability', 'ai-automation')",
required: false,
},
],
},
asset_management_research: {
name: "asset_management_research",
description:
"š Institutional asset management research report. Comprehensive sector analysis for portfolio managers and research teams with risk-adjusted return projections.",
arguments: [
{
name: "asset_class",
description:
"Primary asset class (e.g., 'equities', 'fixed-income', 'alternatives', 'real-estate')",
required: true,
},
{
name: "sector_focus",
description:
"Sector or theme focus (e.g., 'technology', 'healthcare', 'energy', 'consumer-discretionary')",
required: true,
},
{
name: "investment_horizon",
description:
"Investment time horizon (e.g., '1-year', '3-years', '5-years', '10-years')",
required: false,
},
{
name: "risk_profile",
description:
"Risk tolerance (e.g., 'conservative', 'moderate', 'aggressive', 'high-growth')",
required: false,
},
],
},
// 3. Crisis Management & Scenario Analysis
crisis_management_analysis: {
name: "crisis_management_analysis",
description:
"šØ Emergency market analysis for crisis response teams. Rapid assessment of market disruptions, supply chain impacts, and strategic response options.",
arguments: [
{
name: "crisis_type",
description:
"Type of crisis (e.g., 'supply-chain-disruption', 'regulatory-change', 'market-shock', 'competitive-threat')",
required: true,
},
{
name: "affected_industry",
description:
"Primary affected industry (e.g., 'automotive', 'semiconductor', 'pharmaceutical', 'energy')",
required: true,
},
{
name: "urgency_level",
description:
"Response urgency (e.g., 'immediate', 'within-week', 'within-month')",
required: false,
},
{
name: "stakeholder_focus",
description:
"Primary stakeholder concern (e.g., 'shareholders', 'customers', 'employees', 'regulators')",
required: false,
},
],
},
regulatory_impact_assessment: {
name: "regulatory_impact_assessment",
description:
"āļø Regulatory change impact analysis for compliance and strategy teams. Assessment of policy changes on market dynamics and business operations.",
arguments: [
{
name: "regulatory_change",
description:
"Type of regulatory change (e.g., 'new-compliance-requirements', 'policy-shift', 'tax-changes', 'industry-standards')",
required: true,
},
{
name: "affected_sector",
description:
"Affected sector (e.g., 'financial-services', 'healthcare', 'technology', 'energy')",
required: true,
},
{
name: "implementation_timeline",
description:
"Implementation timeline (e.g., 'immediate', '6-months', '1-year', '2-years')",
required: false,
},
{
name: "compliance_scope",
description:
"Compliance scope (e.g., 'domestic', 'international', 'sector-specific', 'universal')",
required: false,
},
],
},
// 4. International & Expansion Analysis
international_expansion: {
name: "international_expansion",
description:
"š Global market entry strategy with cultural, regulatory, and competitive analysis. Comprehensive market opportunity assessment for international expansion.",
arguments: [
{
name: "target_country",
description:
"Target country or region (e.g., 'Germany', 'Japan', 'Brazil', 'Southeast Asia')",
required: true,
},
{
name: "business_model",
description:
"Business model (e.g., 'b2b-saas', 'e-commerce', 'manufacturing', 'services')",
required: true,
},
{
name: "expansion_timeline",
description:
"Expansion timeline (e.g., 'q1-2025', '6-months', '1-year', '18-months')",
required: false,
},
{
name: "entry_mode",
description:
"Preferred entry mode (e.g., 'direct-investment', 'partnership', 'acquisition', 'licensing')",
required: false,
},
],
},
// 5. Specialized Industry Analysis
technology_disruption_analysis: {
name: "technology_disruption_analysis",
description:
"ā” Technology disruption impact assessment for innovation teams. Analysis of emerging technologies and their market transformation potential.",
arguments: [
{
name: "technology_focus",
description:
"Technology area (e.g., 'artificial-intelligence', 'blockchain', 'quantum-computing', 'robotics')",
required: true,
},
{
name: "industry_application",
description:
"Target industry application (e.g., 'automotive', 'finance', 'healthcare', 'manufacturing')",
required: true,
},
{
name: "disruption_timeline",
description:
"Expected disruption timeline (e.g., '1-3-years', '3-5-years', '5-10-years')",
required: false,
},
{
name: "competitive_focus",
description:
"Competitive analysis focus (e.g., 'market-leaders', 'emerging-players', 'startup-ecosystem')",
required: false,
},
],
},
esg_sustainability_analysis: {
name: "esg_sustainability_analysis",
description:
"š± ESG and sustainability market analysis for sustainable investing and corporate responsibility teams. Environmental, social, and governance impact assessment.",
arguments: [
{
name: "esg_focus",
description:
"ESG focus area (e.g., 'climate-change', 'social-impact', 'governance', 'sustainable-supply-chain')",
required: true,
},
{
name: "industry_scope",
description:
"Industry scope (e.g., 'energy', 'consumer-goods', 'technology', 'financial-services')",
required: true,
},
{
name: "metrics_priority",
description:
"Priority metrics (e.g., 'carbon-footprint', 'diversity-inclusion', 'governance-scores', 'stakeholder-impact')",
required: false,
},
{
name: "reporting_framework",
description:
"Reporting framework (e.g., 'tcfd', 'sasb', 'gri', 'un-global-compact')",
required: false,
},
],
},
};
// Quick analysis prompts for rapid insights
export const QuickAnalysisPrompts: Record<string, PromptDefinition> = {
market_opportunity_scan: {
name: "market_opportunity_scan",
description:
"š Rapid market opportunity identification for time-sensitive decisions. Quick assessment of market size, growth trends, and competitive dynamics.",
arguments: [
{
name: "industry_keyword",
description:
"Industry or market keyword (e.g., 'electric vehicles', 'telehealth', 'fintech')",
required: true,
},
{
name: "analysis_depth",
description:
"Analysis depth (e.g., 'overview', 'detailed', 'comprehensive')",
required: false,
},
],
},
competitive_intelligence: {
name: "competitive_intelligence",
description:
"šÆ Competitive landscape analysis with market positioning and strategic insights. Focused competitor assessment for strategic planning.",
arguments: [
{
name: "target_company",
description:
"Target company or competitor (e.g., 'Salesforce', 'Microsoft', 'Amazon')",
required: true,
},
{
name: "analysis_focus",
description:
"Analysis focus (e.g., 'market-share', 'pricing-strategy', 'product-portfolio', 'financial-performance')",
required: false,
},
],
},
investment_screening: {
name: "investment_screening",
description:
"š Investment opportunity screening with fundamental and market analysis. Quick evaluation for investment committees and portfolio managers.",
arguments: [
{
name: "company_symbol",
description:
"Stock symbol or company identifier (e.g., 'AAPL', 'MSFT', 'TSLA')",
required: true,
},
{
name: "screening_criteria",
description:
"Screening criteria (e.g., 'growth', 'value', 'dividend', 'momentum')",
required: false,
},
],
},
};
// Resource prompts for documentation and guidance
export const ResourcePrompts: Record<string, PromptDefinition> = {
tool_guidance: {
name: "tool_guidance",
description:
"š Interactive guide to TAM MCP Server tools with usage examples and best practices. Perfect for new users and advanced workflows.",
arguments: [
{
name: "tool_category",
description:
"Tool category (e.g., 'data-access', 'business-analysis', 'all')",
required: false,
},
{
name: "use_case",
description:
"Specific use case (e.g., 'market-research', 'investment-analysis', 'competitive-intelligence')",
required: false,
},
],
},
best_practices_guide: {
name: "best_practices_guide",
description:
"ā Best practices for market analysis with the TAM MCP Server. Professional workflows, data interpretation, and strategic insights.",
arguments: [
{
name: "analysis_type",
description:
"Analysis type (e.g., 'tam-calculation', 'market-research', 'competitive-analysis')",
required: false,
},
{
name: "experience_level",
description:
"User experience level (e.g., 'beginner', 'intermediate', 'advanced')",
required: false,
},
],
},
};
// Consolidated prompt registry
export const AllPromptDefinitions = {
...BusinessAnalysisPrompts,
...QuickAnalysisPrompts,
...ResourcePrompts,
};
// Helper functions
export function getPromptDefinition(
name: string,
): PromptDefinition | undefined {
return AllPromptDefinitions[name];
}
export function getAllPromptDefinitions(): PromptDefinition[] {
return Object.values(AllPromptDefinitions);
}
export function getPromptsByCategory(
category: "business" | "quick" | "resource",
): PromptDefinition[] {
switch (category) {
case "business":
return Object.values(BusinessAnalysisPrompts);
case "quick":
return Object.values(QuickAnalysisPrompts);
case "resource":
return Object.values(ResourcePrompts);
default:
return [];
}
}
// Generate prompt content based on prompt type and arguments
export function generatePromptContent(
promptName: string,
args: Record<string, any>,
): string {
// Business analysis prompt templates
const businessPromptTemplates = {
startup_funding_pitch: (args: Record<string, any>) => `
You are preparing a comprehensive Series ${args.funding_stage?.toUpperCase() || "A"} funding presentation for ${args.company_name}, a ${args.industry_sector} company.
**Your Mission:** Create a professional investor deck that demonstrates deep market understanding and strong growth potential.
**Required Analysis Components:**
1. **Total Addressable Market (TAM) Analysis**
- Calculate TAM for the ${args.industry_sector} sector
- Project 5-year market growth with detailed assumptions
- Include geographic breakdown${args.geographic_focus ? ` (focusing on ${args.geographic_focus})` : ""}
2. **Competitive Landscape Intelligence**
- Identify key players and market positioning
- Analyze competitive dynamics and barriers to entry
- ESG factors and sustainability considerations
3. **Market Validation & Opportunity**
- Validate market size estimates with multiple sources
- Identify emerging opportunities and market gaps
- Segment analysis focusing on target customer segments
4. **Financial Benchmarking**
- Analyze comparable public companies in ${args.industry_sector}
- Revenue multiples, growth rates, and profitability metrics
- Industry-specific KPIs and unit economics
${args.target_amount ? `**Target Raise:** $${parseInt(args.target_amount).toLocaleString()}` : ""}
**Investor Standards:** All data must be investment-grade with clear sourcing and confidence metrics. This presentation will be scrutinized by experienced ${args.funding_stage} investors who will challenge every assumption.
Please provide comprehensive market analysis that supports our investment thesis and demonstrates the scale of opportunity for ${args.company_name}.`,
private_equity_research: (args: Record<string, any>) => `
You are conducting investment committee due diligence for a private equity acquisition of ${args.target_company || "the target company"} in the ${args.industry_focus} sector.
**Investment Committee Context:** This analysis will inform a ${args.deal_size ? `$${parseInt(args.deal_size).toLocaleString()}` : "significant"} investment decision${args.investment_thesis ? ` based on our ${args.investment_thesis} thesis` : ""}.
**Required Due Diligence Components:**
1. **Industry Intelligence & Market Dynamics**
- Comprehensive ${args.industry_focus} market analysis
- Industry consolidation trends and growth drivers
- Regulatory environment and ESG considerations
2. **Market Sizing & Growth Projections**
- Total addressable market calculations with methodology
- 5-year growth forecasts with scenario modeling
- Market segment analysis and opportunity assessment
3. **Competitive Benchmarking**
- Financial analysis of public comparables
- Competitive positioning and market share dynamics
- Value creation opportunities and operational improvements
4. **Investment Risk Assessment**
- Market risks and cyclical considerations
- Competitive threats and barriers to entry
- Data validation and confidence scoring
**Committee Standards:** Investment committee members include former industry executives and experienced investors. All market estimates must be defensible with institutional-grade data sources and clear confidence intervals.
Please provide investment-grade market intelligence to support our acquisition evaluation.`,
corporate_strategy_entry: (args: Record<string, any>) => `
You are developing a Fortune 500 board-level market entry strategy for ${args.company_name} entering the ${args.target_market} market.
**Board Presentation Context:** This analysis will be presented to board members including former CEOs, industry experts, and strategic advisors who will challenge every strategic assumption.
**Strategic Analysis Requirements:**
1. **Market Opportunity Assessment**
- Comprehensive ${args.target_market} market intelligence
- Market size, growth trends, and competitive dynamics
- Segment analysis and customer behavior insights
2. **Entry Strategy Evaluation**
- ${args.entry_strategy || "Multiple entry strategy"} analysis and trade-offs
- Competitive response scenarios and market timing
- International expansion considerations
3. **Strategic Fit & Synergies**
- Market positioning relative to existing capabilities
- Synergy identification and value creation potential
- Integration complexity and execution risks
4. **Financial Validation**
- Market size validation using authoritative sources
- Investment requirements and ROI projections
- Competitive benchmarking and valuation multiples
**Timeline:** ${args.timeline || "Strategic timeline to be determined based on market analysis"}
**Board Standards:** Board members will scrutinize strategic rationale, market assumptions, and competitive dynamics. All recommendations must be supported by robust market intelligence and clear strategic logic.
Please provide board-level strategic analysis for our ${args.target_market} market entry decision.`,
};
// Investment analysis prompts
const investmentPromptTemplates = {
venture_capital_thesis: (args: Record<string, any>) => `
You are developing a venture capital investment thesis for ${args.investment_sector} opportunities targeting ${args.fund_focus} companies${args.geographic_scope ? ` in ${args.geographic_scope}` : ""}.
**Investment Committee Context:** This thesis will guide ${args.fund_focus} investment decisions${args.portfolio_theme ? ` aligned with our ${args.portfolio_theme} strategy` : ""}.
**Thesis Development Requirements:**
1. **Sector Market Intelligence**
- ${args.investment_sector} market trends and growth drivers
- Technology disruption and innovation cycles
- ESG considerations and sustainability factors
2. **Investment Opportunity Mapping**
- Market segment analysis and opportunity sizing
- Competitive landscape and player positioning
- Emerging sub-sectors and investment themes
3. **Portfolio Fit Analysis**
- Synergies with existing portfolio companies
- Market timing and investment cycle considerations
- Risk-adjusted return projections
4. **Market Validation**
- Government economic data supporting sector growth
- Public company benchmarking and exit opportunities
- Data confidence and source validation
**LP Presentation Standards:** Our limited partners include institutional investors and family offices who require data-driven investment rationale with clear market validation.
Please provide venture-grade market analysis to support our ${args.investment_sector} investment thesis.`,
asset_management_research: (args: Record<string, any>) => `
You are conducting institutional asset management research for ${args.asset_class} investments${args.sector_focus ? ` in the ${args.sector_focus} sector` : ""}.
**Portfolio Context:** This research supports ${args.investment_horizon || "long-term"} investment decisions with ${args.risk_profile || "institutional"} risk parameters.
**Research Requirements:**
1. **Sector & Market Analysis**
- Comprehensive ${args.sector_focus || args.asset_class} market intelligence
- Industry trends, growth drivers, and cyclical factors
- ESG integration and sustainability considerations
2. **Investment Universe Screening**
- Market opportunity identification and sizing
- Competitive landscape and market positioning
- Valuation metrics and relative attractiveness
3. **Risk-Return Assessment**
- Historical performance analysis and volatility patterns
- Correlation analysis and portfolio diversification benefits
- Scenario modeling and stress testing
4. **Due Diligence Validation**
- Market data validation and confidence scoring
- Multiple source cross-verification
- Institutional-grade research standards
**Client Standards:** Our institutional clients manage significant assets and require rigorous research methodology with transparent data sourcing and confidence metrics.
Please provide institutional-grade market research for ${args.asset_class} investment evaluation.`,
};
// Crisis management and specialized prompts
const specializedPromptTemplates = {
crisis_management_analysis: (args: Record<string, any>) => `
šØ **URGENT CRISIS RESPONSE ANALYSIS** šØ
Crisis Type: ${args.crisis_type?.toUpperCase() || "MARKET DISRUPTION"}
Affected Industry: ${args.affected_industry}
Timeline: ${args.response_timeline || "IMMEDIATE RESPONSE REQUIRED"}
**Emergency Market Intelligence Requirements:**
1. **Immediate Market Impact Assessment**
- ${args.affected_industry} market disruption analysis
- Supply chain and operational impact evaluation
- Competitive landscape shifts and opportunities
2. **Response Strategy Options**
- Market opportunity identification during crisis
- Defensive positioning and risk mitigation
- Strategic pivots and adaptation scenarios
3. **Economic Environment Analysis**
- Government economic indicators and policy responses
- International market impacts and global trends
- Recovery timeline projections and scenarios
4. **Decision Support Intelligence**
- Data-driven recommendations for immediate action
- Risk assessment and confidence intervals
- Stakeholder communication messaging support
**Executive Context:** This analysis informs critical business decisions with significant financial and strategic implications. Speed and accuracy are paramount.
Please provide emergency market intelligence for crisis response decision-making.`,
regulatory_impact_assessment: (args: Record<string, any>) => `
You are conducting regulatory impact analysis for ${args.regulatory_change} affecting the ${args.affected_market} market.
**Regulatory Context:** ${args.regulatory_scope || "Market-wide regulatory changes"} requiring strategic response within ${args.compliance_timeline || "regulatory deadlines"}.
**Impact Assessment Requirements:**
1. **Market Implications Analysis**
- ${args.affected_market} market size and structure impacts
- Competitive dynamics and market share redistribution
- Compliance costs and operational changes
2. **Strategic Response Evaluation**
- Regulatory compliance strategy options
- Competitive advantages and market positioning
- Investment requirements and timeline considerations
3. **Economic Impact Modeling**
- Government data on regulatory costs and benefits
- Industry employment and revenue projections
- International comparison and best practices
4. **Risk & Opportunity Assessment**
- Regulatory compliance risks and mitigation strategies
- Market opportunities created by regulatory changes
- Data validation and confidence scoring
**Compliance Standards:** Regulatory teams require authoritative data sources and defensible analysis for compliance planning and strategic positioning.
Please provide regulatory-grade market analysis for compliance and strategic planning.`,
international_expansion: (args: Record<string, any>) => `
You are developing international expansion strategy for ${args.company_type || "the company"} entering ${args.target_regions || "international markets"}.
**Expansion Context:** ${args.expansion_timeline || "Strategic expansion timeline"} for ${args.business_model || "business operations"} in ${args.target_regions || "target markets"}.
**Global Market Analysis Requirements:**
1. **International Market Intelligence**
- Market size and growth opportunities across target regions
- Competitive landscape and local player analysis
- Cultural and business environment considerations
2. **Market Entry Strategy**
- Entry mode evaluation and trade-offs
- Local partnership and regulatory requirements
- Investment timeline and resource allocation
3. **Economic Environment Assessment**
- International economic indicators and trends
- Currency, political, and regulatory risks
- Market timing and expansion sequencing
4. **Cross-Border Validation**
- International data sources and market validation
- Comparative market analysis and benchmarking
- Risk assessment and mitigation strategies
**Global Standards:** International expansion requires rigorous market intelligence with local market expertise and authoritative international data sources.
Please provide global market analysis for international expansion planning.`,
technology_disruption_analysis: (args: Record<string, any>) => `
You are conducting technology disruption impact analysis for ${args.technology_focus} in the ${args.industry_application} industry.
**Innovation Context:** Assessing ${args.disruption_timeline || "near-term"} disruption potential with focus on ${args.competitive_focus || "market transformation"}.
**Technology Disruption Assessment:**
1. **Technology Market Intelligence**
- ${args.technology_focus} market size and adoption trends
- Innovation cycles and technology maturity assessment
- Key technology players and competitive dynamics
2. **Industry Transformation Analysis**
- ${args.industry_application} industry disruption potential
- Use case analysis and market penetration scenarios
- Competitive advantage and defensive positioning
3. **Market Opportunity Evaluation**
- Technology market sizing and growth projections
- Investment trends and funding activity analysis
- Emerging opportunities and threat assessment
4. **Strategic Intelligence**
- Technology adoption timeline and risk factors
- Market validation and confidence assessment
- Strategic recommendations for positioning
**Innovation Standards:** Technology teams require data-driven analysis with clear adoption timelines and market validation for strategic technology investments.
Please provide technology-grade market analysis for innovation planning.`,
esg_sustainability_analysis: (args: Record<string, any>) => `
You are conducting ESG and sustainability market analysis for ${args.esg_focus} initiatives in the ${args.industry_scope} sector.
**Sustainability Context:** ${args.metrics_priority || "Comprehensive ESG assessment"} using ${args.reporting_framework || "leading ESG frameworks"} standards.
**ESG Market Analysis Requirements:**
1. **ESG Market Intelligence**
- ${args.esg_focus} market trends and growth drivers
- Sustainability investment flows and market sizing
- Regulatory environment and policy developments
2. **Industry ESG Assessment**
- ${args.industry_scope} sector ESG performance benchmarking
- Leading practices and competitive positioning
- ESG risk factors and opportunity identification
3. **Investment & Impact Analysis**
- ESG investment trends and market opportunities
- Sustainability market sizing and growth projections
- Impact measurement and validation methodologies
4. **Reporting & Compliance**
- ESG data validation and confidence scoring
- Regulatory compliance and reporting requirements
- Stakeholder engagement and materiality assessment
**ESG Standards:** Sustainability teams require authoritative ESG data with transparent methodology and alignment with recognized reporting frameworks.
Please provide ESG-grade market analysis for sustainability strategy development.`,
};
// Quick analysis prompts
const quickAnalysisTemplates = {
market_opportunity_scan: (args: Record<string, any>) => `
**RAPID MARKET OPPORTUNITY SCAN**
Industry Focus: ${args.industry_keyword}
Analysis Depth: ${args.analysis_depth || "Comprehensive overview"}
**Quick Intelligence Requirements:**
1. **Market Size & Growth**
- Current market size for ${args.industry_keyword}
- Growth trends and projections
- Key market drivers and opportunities
2. **Competitive Landscape**
- Major players and market positioning
- Competitive dynamics and market concentration
- Emerging threats and opportunities
3. **Investment Attractiveness**
- Market opportunity assessment
- Investment trends and funding activity
- Risk factors and market challenges
Please provide rapid market intelligence for immediate decision support.`,
competitive_intelligence: (args: Record<string, any>) => `
**COMPETITIVE INTELLIGENCE BRIEFING**
Target Companies: ${args.competitor_list || "Key market competitors"}
Analysis Focus: ${args.analysis_focus || "Comprehensive competitive assessment"}
**Intelligence Requirements:**
1. **Financial Performance Analysis**
- Revenue, profitability, and growth metrics
- Market capitalization and valuation trends
- Financial strength and competitive positioning
2. **Market Position Assessment**
- Market share and competitive advantages
- Product/service differentiation
- Strategic initiatives and market moves
3. **Investment Intelligence**
- Analyst coverage and investment sentiment
- Strategic partnerships and M&A activity
- Market opportunity and threat assessment
Please provide actionable competitive intelligence for strategic planning.`,
investment_screening: (args: Record<string, any>) => `
**INVESTMENT SCREENING ANALYSIS**
Investment Universe: ${args.screening_universe}
Screening Criteria: ${args.screening_criteria || "Comprehensive investment evaluation"}
**Screening Requirements:**
1. **Market Opportunity Assessment**
- Industry trends and growth potential
- Market size and competitive dynamics
- ESG factors and sustainability considerations
2. **Financial Screening**
- Valuation metrics and relative attractiveness
- Financial performance and quality indicators
- Risk assessment and volatility analysis
3. **Investment Decision Support**
- Investment recommendation and rationale
- Risk-return profile and portfolio fit
- Data confidence and validation metrics
Please provide investment-grade screening analysis for portfolio decision-making.`,
};
// Resource prompts
const resourcePromptTemplates = {
tool_guidance: (args: Record<string, any>) => `
**TAM MCP SERVER TOOL GUIDANCE**
Tool Category: ${args.tool_category || "All tools"}
Use Case: ${args.use_case || "General market analysis"}
**Interactive Tool Guide:**
This prompt will provide comprehensive guidance on using the TAM MCP Server's 28+ market analysis tools effectively.
**Tool Categories Available:**
- Data Access Tools (AlphaVantage, BLS, Census, FRED, World Bank, OECD, IMF, NASDAQ)
- Business Analysis Tools (TAM Calculator, Market Segments, Industry Analysis)
- Market Intelligence Tools (Market Opportunities, Competitive Analysis, Forecasting)
- Validation Tools (Data Validation, Market Comparison)
**Your Request:** Please specify which tools you'd like guidance on, or describe your analysis objectives for personalized tool recommendations.
I'll provide step-by-step instructions, parameter examples, and best practices for your specific ${args.use_case || "market analysis"} needs.`,
best_practices_guide: (args: Record<string, any>) => `
**TAM MCP SERVER BEST PRACTICES GUIDE**
Analysis Type: ${args.analysis_type || "Market analysis best practices"}
Experience Level: ${args.experience_level || "All levels"}
**Professional Market Analysis Workflow:**
This guide provides expert methodologies for conducting professional-grade market analysis using the TAM MCP Server.
**Best Practices Framework:**
1. **Data Source Selection** - Choosing authoritative sources for your analysis
2. **Methodology Design** - Structuring analysis for maximum credibility
3. **Validation Techniques** - Ensuring data quality and confidence
4. **Presentation Standards** - Professional reporting and visualization
**Quality Standards:**
- Investment-grade data sourcing
- Multiple source validation
- Confidence interval reporting
- Methodology transparency
Please specify your analysis objectives and I'll provide tailored best practices for professional market analysis success.`,
};
// Combine all templates
const allTemplates = {
...businessPromptTemplates,
...investmentPromptTemplates,
...specializedPromptTemplates,
...quickAnalysisTemplates,
...resourcePromptTemplates,
};
// Generate content using the appropriate template
const template = allTemplates[promptName as keyof typeof allTemplates];
if (template) {
return template(args);
}
// Fallback for unknown prompts
return `Generate a comprehensive business analysis prompt for ${promptName} with the following parameters: ${JSON.stringify(args, null, 2)}
Please provide detailed market analysis guidance based on the prompt requirements and available arguments.`;
}
