# MCP RAG Agent Server

> Use this tool when you need to automate API testing with natural language inputs and contextual knowledge support. It solves the problem of manual API testing by enabling intelligent automation, allowing QA engineers to test APIs more efficiently. The server takes natural language queries as input and outputs automated API test results, making it ideal for use cases where rapid and accurate API testing is required.

Canonical page: https://skillsregistry.net/skills/karthikeyanramu-mcp-rag-agent  
JSON: https://api.skillsregistry.net/v1/skills/karthikeyanramu-mcp-rag-agent

## Description

This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/monhhruzu2)
- **Repository:** <https://github.com/karthikeyanramu/MCP_RAG_AGENT>

## 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": "karthikeyanramu-mcp-rag-agent"
    }
  }
}
```

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