claimdesk-analytics-mcp

claimdesk-analytics-mcp

MCP server for insurance claims analytics — portfolio analysis, adjuster performance scorecards, loss development triangles, trend reports, and industry benchmark comparisons for P&C insurance operations.

Tools

Tool	Description
analyze_claims_portfolio	Loss ratios, severity, frequency, reserve adequacy, and actionable insights
adjuster_scorecard	Weighted performance scoring, rankings, peer comparison, improvement plans
loss_development	Chain-ladder loss development triangles, IBNR projections, ultimate loss ratios
claims_trend_report	Frequency/severity/loss ratio trends with forecasting and alerts
benchmark_analysis	Compare your metrics against industry benchmarks (ISO, NAIC, AM Best, NCCI)

Lines of Business

Auto, Property, General Liability, Workers Comp, Cyber, Professional Liability, Health, Homeowners, Commercial Property, Marine, Umbrella, Product Liability

Installation

npx claimdesk-analytics-mcp

Configuration

Claude Desktop

{
  "mcpServers": {
    "claimdesk-analytics": {
      "command": "npx",
      "args": ["-y", "claimdesk-analytics-mcp"],
      "env": {
        "CLAIMDESK_API_KEY": "your-api-key"
      }
    }
  }
}

Environment Variables

Variable	Required	Description
CLAIMDESK_API_KEY	Optional	API key for premium analytics features
CLAIMDESK_API_URL	Optional	Custom API endpoint

Usage Examples

Portfolio Analysis

Analyze my auto claims portfolio:
- Earned premium: $15M
- 2,400 claims, 800 still open
- Paid losses: $8.2M, Reserves: $3.1M, LAE: $1.8M

Adjuster Performance

Score these adjusters: 
- Sarah: 72% closure, $6,200 avg severity, 8.5 satisfaction, 85% reserve accuracy, 35d cycle
- Mike: 58% closure, $9,100 avg severity, 6.2 satisfaction, 68% reserve accuracy, 52d cycle

Loss Development

Calculate IBNR for auto claims:
- AY 2021: $4.2M, $5.1M, $5.5M, $5.7M paid at 12/24/36/48mo
- AY 2022: $3.8M, $4.6M, $5.0M at 12/24/36mo
- AY 2023: $4.5M, $5.2M at 12/24mo
- AY 2024: $4.1M at 12mo

Pricing

• Free: Basic portfolio analysis with limited metrics
• Pro: Full analytics suite, unlimited adjusters, custom benchmarks — 7-day free trial
• Enterprise: API access, custom LDFs, multi-entity reporting

ClaimDesk | Pricing