# MCP-Course-Assistant

> MCP-Course-Assistant — aditya432-aiml-mcp-course-assistant. Use this tool when you need to create a personalized learning experience with AI-powered course assistance, solving problems such as information retrieval and knowledge gaps through local tool calling and document retrieval. It takes in user input via a Streamlit UI and outputs relevant information and course materials. Ideal for use in educational settings where customized learning paths and efficient information retrieval are crucial.

Canonical page: https://skillsregistry.net/skills/aditya432-aiml-mcp-course-assistant  
JSON: https://api.skillsregistry.net/v1/skills/aditya432-aiml-mcp-course-assistant

## Description

An AI-powered course assistant using MCP, a local Llama 3.2 1B LLM via Docker, RAG for doc retrieval, and a Streamlit UI. It features local tool calling (RAG/web search) managed via `uv`.

## Trust

- **Trust score (0–1):** 0.83
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** GPL-2.0
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/aditya432-aiml/MCP-Course-Assistant)

## 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": "aditya432-aiml-mcp-course-assistant"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aditya432-aiml-mcp-course-assistant` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aditya432-aiml-mcp-course-assistant/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