# Insurance Claims MCP RAG Agent

> Use this tool when you need to efficiently process insurance claims by searching and retrieving relevant policy clauses, and generating responses based on governed tool-calling. It solves problems related to claim adjudication, policy interpretation, and document analysis, providing accurate and informed decisions. The tool takes in insurance claims and policy documents as inputs and outputs generated responses and retrieved clauses, ideal for use in insurance claims processing and adjudication workflows.

Canonical page: https://skillsregistry.net/skills/swapnilmundhekar-insurance-claims-mcp-rag  
JSON: https://api.skillsregistry.net/v1/skills/swapnilmundhekar-insurance-claims-mcp-rag

## Description

Provides retrieval-augmented generation for insurance claims, enabling search, clause retrieval, and governed tool-calling over policy documents using local LLM (Ollama).

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ewjnhla4b5)
- **Repository:** <https://github.com/SwapnilMundhekar/insurance-claims-mcp-rag>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "swapnilmundhekar-insurance-claims-mcp-rag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/swapnilmundhekar-insurance-claims-mcp-rag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/swapnilmundhekar-insurance-claims-mcp-rag/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt