npm package discovery and stats viewer.

Discover Tips

  • General search

    [free text search, go nuts!]

  • Package details

    pkg:[package-name]

  • User packages

    @[username]

Sponsor

Optimize Toolset

I’ve always been into building performant and accessible sites, but lately I’ve been taking it extremely seriously. So much so that I’ve been building a tool to help me optimize and monitor the sites that I build to make sure that I’m making an attempt to offer the best experience to those who visit them. If you’re into performant, accessible and SEO friendly sites, you might like it too! You can check it out at Optimize Toolset.

About

Hi, 👋, I’m Ryan Hefner  and I built this site for me, and you! The goal of this site was to provide an easy way for me to check the stats on my npm packages, both for prioritizing issues and updates, and to give me a little kick in the pants to keep up on stuff.

As I was building it, I realized that I was actually using the tool to build the tool, and figured I might as well put this out there and hopefully others will find it to be a fast and useful way to search and browse npm packages as I have.

If you’re interested in other things I’m working on, follow me on Twitter or check out the open source projects I’ve been publishing on GitHub.

I am also working on a Twitter bot for this site to tweet the most popular, newest, random packages from npm. Please follow that account now and it will start sending out packages soon–ish.

Open Software & Tools

This site wouldn’t be possible without the immense generosity and tireless efforts from the people who make contributions to the world and share their work via open source initiatives. Thank you 🙏

© 2026 – Pkg Stats / Ryan Hefner

claimdesk-analytics-mcp

v0.1.0

Published

MCP server for insurance claims analytics — generate loss reports, track claim trends, analyze adjuster performance, calculate loss ratios, and produce actuarial summaries

Vulnerabilities

Powered byPowered by Snyk
  • 0High
  • 0Medium
  • 0Low

Links

Maintainers

crawdecrawde

Keywords

mcpmodel-context-protocolclaimdeskinsuranceclaims-analyticsloss-ratioactuarialadjuster-performanceclaims-managementinsurance-analyticsp-and-cproperty-casualtyfraud-detectionclaims-trend

Readme

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