# Waifu Queue

> Use this tool when you need to efficiently manage concurrent text generation requests for conversational AI applications, such as chatbots or virtual assistants, and require a scalable and responsive system. It handles multiple simultaneous requests using a Redis queue system and provides a clean API interface for integration. Ideal for use cases where high-performance text generation is critical, such as in customer service or language translation applications.

Canonical page: https://skillsregistry.net/skills/waifuai-waifu-queue  
JSON: https://api.skillsregistry.net/v1/skills/waifuai-waifu-queue

## Description

MCP Waifu Queue implements a server for a conversational AI 'waifu' character using a Redis queue system for handling concurrent text generation requests. Developed by WaifuAI, it leverages the FastMCP library to provide a clean API interface while using distilgpt2 for text generation with optional GPU acceleration. The architecture separates concerns between queue management, worker processing, and text generation services, making it efficient for handling multiple simultaneous requests while maintaining responsiveness in conversational AI applications.

## Trust

- **Trust score (0–1):** 0.64
- **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/waifuai-waifu-queue)
- **Repository:** <https://github.com/waifuai/mcp-waifu-queue>

## 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": "waifuai-waifu-queue"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/waifuai-waifu-queue` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/waifuai-waifu-queue/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