# Apolo RAG

> Use this tool when you need to generate text based on relevant information retrieved from a knowledge base, or require AI-assisted information lookup. Apolo RAG solves problems related to information retrieval and text generation by storing and retrieving knowledge embeddings through Qdrant vector database integration. It provides a Docker Compose setup for local deployment, accepting input queries and returning generated text outputs.

Canonical page: https://skillsregistry.net/skills/apolo-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/apolo-mcp-server

## Description

Provides retrieval-augmented generation capabilities through Qdrant vector database integration. Stores and retrieves knowledge embeddings for AI-assisted information lookup. Includes Docker Compose setup for local deployment.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/apolo-mcp-server)
- **Repository:** <https://github.com/iamfurukawa/apolo-mcp-server>

## 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": "apolo-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/apolo-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/apolo-mcp-server/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