# confluence

> Use this tool when you need to query Confluence or Kubernetes documentation to find specific information, as it solves problems of information overload and knowledge discovery through its hybrid search and agentic RAG pipeline. It takes in natural language queries as input and returns structured answers with citations as output. Use it when you require accurate and reliable information from Confluence or Kubernetes documentation, and need to efficiently retrieve relevant answers.

Canonical page: https://skillsregistry.net/skills/piter5285-hybrid-agentic-rag-langchain  
JSON: https://api.skillsregistry.net/v1/skills/piter5285-hybrid-agentic-rag-langchain

## Description

Enables querying Confluence or Kubernetes documentation through hybrid search and an agentic RAG pipeline, returning structured answers with citations.

## 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:** cloud-infra
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fgh7ffva53)
- **Repository:** <https://github.com/piter5285/hybrid-agentic-RAG-langchain>

## 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": "piter5285-hybrid-agentic-rag-langchain"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/piter5285-hybrid-agentic-rag-langchain` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/piter5285-hybrid-agentic-rag-langchain/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