# HF MCP Server

> HF MCP Server — tobytoy-hf-mcp-playground. Use this tool when you need to efficiently query and retrieve course information, structured skills, and MCP knowledge, with the added benefit of Redis caching for improved performance. It solves problems related to data retrieval and load testing, providing a robust interface for inputs and outputs. Ideal for use cases requiring high-performance data querying and testing, such as large-scale e-learning platforms or skill assessment systems.

Canonical page: https://skillsregistry.net/skills/tobytoy-hf-mcp-playground  
JSON: https://api.skillsregistry.net/v1/skills/tobytoy-hf-mcp-playground

## Description

Enables querying course information, structured skills, and MCP knowledge with Redis caching, plus includes performance load testing capabilities.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-04

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/aimlw509k1)
- **Repository:** <https://github.com/tobytoy/hf-mcp-playground>

## 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": "tobytoy-hf-mcp-playground"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tobytoy-hf-mcp-playground` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tobytoy-hf-mcp-playground/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