# ragkit

> Use this tool when you need to efficiently scan codebases for critical issues and integrate AI-driven insights into your Continuous Integration (CI) workflows. The ragkit tool ingests, indexes, and serves data, enabling AI agents to prioritize findings and streamline development processes. It provides a self-hostable, MCP-native RAG pipeline with flexible inputs and outputs to support customized CI workflows.

Canonical page: https://skillsregistry.net/skills/cognis-digital-ragkit  
JSON: https://api.skillsregistry.net/v1/skills/cognis-digital-ragkit

## Description

A self-hostable, MCP-native RAG pipeline that ingests, indexes, and serves data, enabling AI agents to scan codebases for prioritized findings and integrate with CI workflows.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-06-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vmoo82sbrv)
- **Repository:** <https://github.com/cognis-digital/ragkit>

## 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": "cognis-digital-ragkit"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/cognis-digital-ragkit` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/cognis-digital-ragkit/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