Interactive LeetCode MCP

Current project is under active development and may not work perfectly

Features

• 🔐 AI-guided authentication - Claude walks you through one-time credential setup
• 🎓 Learning-guided mode - AI provides hints before solutions to maximize learning
• 📝 Solution submission - Submit code and get instant results
• 💬 Conversational workflow - Practice naturally with Claude Code
• 🌍 Multi-language support - Java, Python, C++, JavaScript, TypeScript, and more
• 📊 Detailed feedback - Runtime stats, memory usage, failed test cases
• 📚 Problem data - Descriptions, constraints, examples, editorial solutions
• 👤 User tracking - Profile data, submission history, contest rankings

Prerequisites

• Node.js v20.x or above
• LeetCode account
• Any modern web browser (Chrome, Firefox, Safari, Edge, etc.)

Installation

Via NPM (Recommended)

npm install -g @sperekrestova/interactive-leetcode-mcp

From Source

git clone https://github.com/SPerekrestova/interactive-leetcode-mcp.git
cd interactive-leetcode-mcp
npm install && npm run build
npm link

Configuration

Claude Code & Claude Desktop

You can execute this command in CLI

claude mcp add --transport stdio leetcode -- npx -y @sperekrestova/interactive-leetcode-mcp@latest

Or add to your MCP configuration file (~/.config/claude-code/mcp.json) or (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "leetcode": {
      "command": "npx",
      "args": ["-y", "interactive-leetcode-mcp"]
    }
  }
}

Local build

{
  "mcpServers": {
    "leetcode": {
      "command": "node",
      "args": ["/path/to/this/project/interactive-leetcode-mcp/build/index.js"]
    }
  }
}

Quick Start

1. Authorize with LeetCode

You: "Authorize with LeetCode"
Claude: [Opens LeetCode in your browser and guides you through the process]
Claude: "Please log in to your account. Once logged in, I'll walk you through
        getting two cookie values we need. First, press F12 to open DevTools..."
You: [Follows Claude's step-by-step guidance]
You: "Here are my cookies: csrftoken is abc123... and LEETCODE_SESSION is xyz789..."
Claude: "✓ Perfect! Your credentials are validated and saved. Welcome back, johndoe!"

2. Practice a Problem

You: "I want to practice two-sum"
Claude: [Fetches problem and creates working file]

3. Get Help When Stuck

You: "Give me a hint"
Claude: [Provides contextual guidance based on your code]

4. Submit Your Solution

You: "Submit my solution"
Claude: "🎉 Accepted! Runtime: 2ms (beats 95.3%)"

Available Tools

Authorization

start_leetcode_auth

• Initiates authentication flow
• Opens browser to LeetCode login (when possible)
• Returns structured instructions for AI agent to guide you
• No parameters required

save_leetcode_credentials

• Validates and saves your LeetCode credentials
• Parameters: csrftoken, session (cookie values you provide)
• Makes test API call to verify credentials
• Securely stores credentials for future use

check_auth_status

• Checks if you're authenticated
• Returns username and credential age
• Warns if credentials may expire soon
• No parameters required

Problem Tools

get_daily_challenge

• Fetch today's daily coding challenge

get_problem

• Get detailed problem information by slug
• Parameters: titleSlug (e.g., "two-sum")

search_problems

• Search problems by difficulty, tags, keywords
• Supports filtering and pagination

Submission Tools

submit_solution

• Submit code and get real-time results
• Parameters: problemSlug, code, language
• Returns: acceptance status, runtime, memory, or failed test case

User Tools

get_user_profile

• Retrieve user profile information

get_user_submissions

• Get submission history with filtering

get_user_contest_ranking

• View contest performance and rankings

Learning Mode

The Interactive LeetCode MCP includes AI agent guidance through MCP Prompts to create a better learning experience.

Features

Workspace Setup: When learning mode is active, Claude will:

• Create a workspace file named {problem-slug}.{extension}
• Paste the code template into the file
• Set up proper naming conventions (e.g., Java class names)

Learning-Guided Mode: When active, Claude follows these guidelines:

• Provides progressive hints (4 levels) before revealing solutions
• Asks guiding questions about approach and complexity
• Encourages independent problem-solving
• Only shows complete solutions when explicitly requested

Problem Workflow: Guides you through the complete cycle:

1. Understand the problem
2. Plan the approach
3. Set up workspace
4. Implement with hints
5. Optimize and analyze complexity
6. Submit and review results

How to Use Learning Mode

To activate learning mode, tell Claude you want to practice with guidance — for example, "Let's practice in learning mode" or "I want to learn two-sum with hints." Once active:

1. Fetch a problem to see the description and get workspace setup guidance
2. Ask for hints rather than solutions ("Give me a hint")
3. Implement your solution with progressive guidance
4. Request the solution only when you want to compare with optimal approach ("Show me the solution")

Dogfood Testing

To test the MCP server as a black-box MCP client without live LeetCode traffic:

npm run dogfood:local

This builds the server, spawns build/index.js over stdio, connects with the MCP SDK client, uses an isolated HOME, serves LeetCode responses from fixtures, and drives a user-like flow through runner_doctor, start_problem, request_hint, run_local_tests, and get_session_state.

See DOGFOOD_TESTING.md for the full workflow and a copy-paste prompt for local Claude/agent dogfood testing.

Troubleshooting

"Not authorized" or "Invalid credentials" error

• Ask Claude to "Authorize with LeetCode" to start fresh authentication
• Make sure you're logged into LeetCode in your browser before extracting cookies
• Verify you copied the complete cookie values (they can be very long)
• Check that you didn't accidentally copy extra spaces or characters

"Credentials have expired"

• LeetCode cookies typically expire after 7-14 days
• Simply ask Claude to "Authorize with LeetCode" again
• You'll need to extract fresh cookies from your browser

Can't find DevTools or cookies

• Ask Claude which browser you're using - Claude will provide browser-specific instructions
• In Chrome: Press F12, click "Application" tab, expand "Cookies"
• In Firefox: Press F12, click "Storage" tab, expand "Cookies"
• In Safari: Enable Developer menu first (Preferences → Advanced), then Develop → Show Web Inspector

Copied wrong values

• Make sure you're copying the VALUE column, not the name
• The values should be long random strings (50+ characters)
• Double-click the value to select all of it before copying
• If you're unsure, Claude can guide you through the process again

Browser doesn't open during authorization

• That's okay! Just open https://leetcode.com/accounts/login/ manually
• Claude will still guide you through the cookie extraction process

"Unsupported language" error

• Supported languages: java, python, python3, cpp, c++, javascript, js, typescript, ts

Submission timeout

• LeetCode may be experiencing high traffic - wait and retry
• Check your internet connection

Skills & Plugins

This repo also ships an agent skill that teaches Claude (and other AI agents) how to use the MCP server correctly — including session flow, prompt invocations, learning mode, and authentication.

Claude Code Plugin

Install the skill directly as a Claude Code plugin:

/plugin marketplace add SPerekrestova/interactive-leetcode-mcp
/plugin install interactive-leetcode-mcp@interactive-leetcode-mcp

Then start a practice session with:

/interactive-leetcode-mcp:interactive-leetcode-mcp

ClawHub (OpenClaw / Clawbot)

The skill is also published on ClawHub for use with OpenClaw-compatible agents.

Acknowledgements

Forked from Leetcode mcp)

License

MIT © SPerekrestova

Links

• NPM Package
• Report Issues
• MCP Documentation