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Prerequisites

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Quick Install (Remote Server)

Add to your Cursor settings at .cursor/mcp.json: 
{
  "mcpServers": {
    "leeroopedia": {
      "url": "https://mcp.leeroopedia.com/mcp?token=kpsk_your_key_here"
    }
  }
}
Replace kpsk_your_key_here with your actual API key. Open the MCP panel in Cursor settings and confirm the leeroopedia server shows a green status.

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Alternative: Run Locally

If you prefer to run the MCP server on your own machine, use uvx or pip.
1

Add MCP config

Add to your Cursor settings at .cursor/mcp.json:
{
  "mcpServers": {
    "leeroopedia": {
      "command": "uvx",
      "args": ["leeroopedia-mcp"],
      "env": {
        "LEEROOPEDIA_API_KEY": "kpsk_your_key_here"
      }
    }
  }
}
uvx auto-downloads and runs the package. No pip install needed. It also auto-updates to the latest version.
Getting spawn uvx ENOENT? Cursor can’t find uvx in its PATH (GUI apps don’t inherit your shell’s PATH). Find the full path by running which uvx (or where uvx on Windows) in your terminal, then replace "uvx" with the full path:
"command": "/home/username/.local/bin/uvx"
Common locations: ~/.local/bin/uvx (Linux), ~/.local/bin/uvx (macOS curl install), /opt/homebrew/bin/uvx (macOS Homebrew).
If you don’t have uv, install manually first:
pip install leeroopedia-mcp
Then use leeroopedia-mcp as the command (without args):
{
  "mcpServers": {
    "leeroopedia": {
      "command": "leeroopedia-mcp",
      "env": {
        "LEEROOPEDIA_API_KEY": "kpsk_your_key_here"
      }
    }
  }
}
2

Verify the connection

Open the MCP panel in Cursor settings and confirm the leeroopedia server shows a green status.

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Try It Out

Ask Cursor something like:
“Use leeroopedia to search for best practices for QLoRA fine-tuning.”
The agent will call search_knowledge and return a synthesized answer with [PageID] citations. You can then follow up with:
“Get the full page for [PageID] that was cited.”

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Optional: Add the Agent Skill File

You can add an optional skill file that teaches Cursor’s agent when and how to pick the right Leeroopedia tool. This improves tool selection, encourages parallel searches, and provides canonical workflows for common tasks. Download SKILL.md and place it at .cursor/rules/leeroopedia.md in your project (or add it as an Agent Skill). Cursor reads rule files automatically during agent sessions.
This step is optional. The MCP tools work without the skill file. The skill file just helps the agent make better tool choices automatically.

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Next Steps

Tools Overview

Learn about all 8 available tools

Environment Variables

Configuration reference