# ai-toolbox-mcp

> ai-toolbox-mcp — wh-bi-ai-toolbox-mcp. Use this tool when you need to perform local AI inference for tasks like text summarization, translation, and classification, with 22 APIs available for on-device data processing. It solves problems requiring private and efficient AI processing, such as reviewing and analyzing sensitive information. Ideal for use cases where data security and speed are crucial, with inputs including text data and outputs including summarized, translated, or classified results.

Canonical page: https://skillsregistry.net/skills/wh-bi-ai-toolbox-mcp  
JSON: https://api.skillsregistry.net/v1/skills/wh-bi-ai-toolbox-mcp

## Description

Enables local AI inference for Claude and Cursor through 22 APIs, including summarization, translation, review, classification, RAG, and more, with all data processed on-device.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/td2cf6wk6o)
- **Repository:** <https://github.com/Wh-bi/ai-toolbox-mcp>

## 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": "wh-bi-ai-toolbox-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/wh-bi-ai-toolbox-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/wh-bi-ai-toolbox-mcp/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