Franchise Due Diligence MCP Server

Franchise investment and operations risk intelligence via the Model Context Protocol. This MCP server orchestrates 8 data sources for franchisor evaluation, complaint trajectory analysis, market saturation assessment, corporate structure investigation, regulatory tracking, brand benchmarking, territory economics scoring, and comprehensive investment dossiers. Produces verdicts of STRONG_BUY, BUY, HOLD, or AVOID. Built for franchise investors, multi-unit operators, franchise attorneys, and consultants.

What data can you access?

Data Point	Source
Franchisor background and company intelligence	Company Deep Research
Consumer complaint patterns and trajectories	CFPB Complaints
Brand reputation and consumer reviews	Trustpilot Reviews
Cross-platform review aggregation and sentiment	Multi-Review Analyzer
Corporate structure and ownership layers	OpenCorporates
Location density for market saturation	Google Maps Lead Enricher
FTC franchise rule and regulatory changes	Federal Register
Territory employment and consumer economics	BLS Economic Data

MCP Tools

Tool	Price	Description
evaluate_franchisor	$2.00	Comprehensive franchisor evaluation combining deep company research, corporate structure, review sentiment from Trustpilot and multi-platform reviews, and CFPB complaint analysis. Returns Franchise Health Score (0-100)
analyze_complaint_trajectory	$2.00	Analyze complaint trajectory over time using CFPB complaints, Trustpilot reviews, and multi-platform review patterns to detect improving or deteriorating franchisee sentiment
assess_market_saturation	$2.00	Assess market saturation using Google Maps location density combined with BLS economic indicators for a specific territory
investigate_corporate_structure	$2.00	Investigate franchisor corporate structure through OpenCorporates entity search with ownership layers and jurisdiction analysis
track_franchise_regulation	$2.00	Track franchise-specific regulatory changes including FTC Franchise Rule updates, Federal Register enforcement actions, and consumer protection activity
benchmark_franchise_brand	$2.00	Head-to-head franchise brand benchmark comparing sentiment, market saturation, complaint volumes, and location density between two franchise systems
score_territory_economics	$2.00	Score territory economics using BLS employment and consumer spending data with Google Maps competitive density for franchise location selection
generate_investment_dossier	$4.00	Full franchise investment dossier combining all 8 data sources, 4 scoring models, and producing a STRONG_BUY, BUY, HOLD, or AVOID verdict

Data Sources

• Company Deep Research -- Comprehensive web intelligence on franchise operators covering financials, news, management changes, and market positioning
• CFPB Complaints -- Consumer Financial Protection Bureau complaint database revealing billing disputes, service failures, and franchisee-related financial complaints
• Trustpilot Reviews -- Consumer review platform providing brand reputation data, review sentiment, and customer satisfaction trends
• Multi-Review Analyzer -- Cross-platform review aggregation pulling sentiment from Google, Yelp, and other review sites for comprehensive reputation assessment
• OpenCorporates -- Global corporate registry for investigating franchisor entity structure, parent companies, subsidiaries, and jurisdiction diversity
• Google Maps Lead Enricher -- Location data for franchise outlets providing density analysis, geographic distribution, and contact information
• Federal Register -- FTC Franchise Rule publications, regulatory changes, and enforcement actions affecting franchise operations
• BLS Economic Data -- Bureau of Labor Statistics employment, wages, consumer spending, and economic indicators for territory evaluation

How the scoring works

The MCP produces four scoring models that together form a comprehensive franchise investment assessment.

Franchise Health Score (0-100) combines franchisor background intelligence (company research), corporate transparency (OpenCorporates entities), brand reputation (Trustpilot + multi-platform reviews), and complaint density (CFPB). A franchise with strong fundamentals, transparent corporate structure, positive reviews, and low complaints scores highest.

Market Saturation Index measures Google Maps location density relative to BLS economic capacity data. High location counts in areas with low consumer spending indicate oversaturation risk. Low location counts in high-spending areas indicate expansion opportunity.

Regulatory Compliance Profile tracks FTC Franchise Rule adherence through Federal Register activity and CFPB consumer protection complaints. Active regulatory action or unusual complaint patterns signal compliance risk.

Franchisee Sentiment Trend analyzes cross-platform review sentiment trajectory over time. Declining sentiment across multiple platforms indicates systemic operational issues.

Verdict	Meaning
STRONG_BUY	Excellent health, low saturation, positive sentiment, no regulatory concerns
BUY	Good fundamentals with minor areas to monitor
HOLD	Mixed signals -- proceed with additional due diligence
AVOID	Significant red flags in health, saturation, complaints, or compliance

How to connect this MCP server

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "franchise-due-diligence": {
      "url": "https://franchise-due-diligence-mcp.apify.actor/mcp"
    }
  }
}

Programmatic (HTTP)

curl -X POST https://franchise-due-diligence-mcp.apify.actor/mcp \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_APIFY_TOKEN" \
  -d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"evaluate_franchisor","arguments":{"franchise":"Subway"}},"id":1}'

This MCP also works with Cursor, Windsurf, Cline, and any other MCP-compatible client.

Use cases for franchise due diligence

Pre-Investment Franchise Evaluation

Go beyond FDD document review with independent data signals: complaint patterns, market saturation, corporate structure, and brand sentiment that franchisors may not disclose.

Multi-Unit Territory Expansion

Score territory economics and market saturation before committing to new locations. Compare BLS consumer spending with existing franchise density to find optimal expansion areas.

Competitive Franchise Benchmarking

Compare two franchise systems head-to-head on sentiment, market presence, complaint volumes, and location density to select the stronger investment opportunity.

Franchise Attorney Due Diligence

Verify franchisor corporate structure, track FTC Franchise Rule compliance, and identify regulatory exposure for client advisory and litigation support.

Ongoing Portfolio Monitoring

Track complaint trajectory and sentiment trends over time for existing franchise investments. Detect deteriorating brand health before it impacts unit economics.

Territory Economics Assessment

Score specific metro areas using BLS employment and consumer spending data to quantify the economic viability of a franchise territory before signing a franchise agreement.

How much does it cost?

This MCP uses pay-per-event pricing. You are only charged when a tool is called -- there is no subscription or monthly fee.

The Apify Free plan includes $5 of monthly platform credits, covering initial franchise evaluations at no cost.

Cost examples:

• Evaluate one franchisor: $2.00
• Benchmark two franchises: $2.00
• Full investment dossier (8 actors): $4.00
• Evaluate + territory + saturation: $6.00

How it works

1. You call a tool (e.g., generate_investment_dossier) with a franchise brand name and optional territory location
2. The MCP dispatches parallel requests to up to 8 Apify actors simultaneously
3. Company research, complaints, reviews, corporate records, location data, regulations, and economic indicators are collected
4. Scoring functions compute franchise health, market saturation, regulatory compliance, and sentiment trends
5. A structured JSON response is returned with the investment verdict, scores, and supporting evidence

FAQ

Q: Does this replace reviewing the FDD? A: No. This provides independent data signals that complement Franchise Disclosure Document review. It surfaces complaint patterns, market saturation, and corporate structure information that may not appear in or may contradict the FDD.

Q: Can it analyze franchise unit-level performance? A: It analyzes location density and geographic distribution via Google Maps, and tracks complaint patterns and reviews at the brand level. Individual unit P&L analysis requires franchisee-provided data.

Q: How does the brand benchmark work? A: The benchmark_franchise_brand tool runs parallel data collection for two franchise systems simultaneously, then compares sentiment scores, market saturation, and complaint volumes side-by-side.

Q: Does it track Item 19 financial performance? A: Item 19 data from FDDs is not available in public databases. The tool uses alternative signals (complaint trajectory, review sentiment, location density trends) as proxies for franchise system health.

Q: Is it legal to use this data? A: All data sources are publicly available. See Apify's guide on web scraping legality.

Q: Can I combine this with other MCPs? A: Yes. Use the Counterparty Due Diligence MCP for deeper corporate KYB on the franchisor, or the Competitive Digital Intelligence MCP for digital marketing analysis.

Related MCP servers

MCP Server	Description
ryanclinton/counterparty-due-diligence-mcp	Corporate KYB with 18 data sources
ryanclinton/competitive-digital-intelligence-mcp	Digital competitive analysis and market intelligence
ryanclinton/brand-narrative-intelligence-mcp	Brand protection and narrative tracking

Integrations

This MCP server runs on the Apify platform and supports:

• Apify API -- Call any tool programmatically via the Apify Actor API
• Scheduling -- Set up quarterly franchise health monitoring
• Webhooks -- Get notified when assessments complete for integration with deal management platforms
• Apify integrations -- Connect to Slack, Google Sheets, Zapier, Make, and other platforms