Interactive LeetCode practice
Use when the user wants to practice LeetCode problems, submit solutions, or set up LeetCode integration. Covers MCP server installation, learning-guided practice flow, solution submission, and authentication.
技能说明
name: interactive-leetcode-mcp description: Use when the user wants to practice LeetCode problems, submit solutions, or set up LeetCode integration. Covers MCP server installation, learning-guided practice flow, solution submission, and authentication. homepage: https://github.com/SPerekrestova/interactive-leetcode-mcp disable-model-invocation: true metadata: clawdbot: requires: bins: [npx] config: [~/.leetcode-mcp/credentials.json] credentials: stores: ~/.leetcode-mcp/credentials.json contents: csrftoken, LEETCODE_SESSION, createdAt timestamp permissions: "0600"
Interactive LeetCode MCP
MCP server for LeetCode practice with learning-guided hints, solution submission, and AI-driven authentication.
Prerequisite: Ensure MCP Server Is Connected
Before anything else, check whether the get_started tool is available. If it is, the server is connected — skip to the next section.
If get_started is NOT available, the MCP server needs to be installed. Ask the user for confirmation before proceeding — explain that this will download and run an npm package.
The npm package is @sperekrestova/interactive-leetcode-mcp (source: GitHub). It runs over stdio transport. Requires Node.js >= 20.
After the user confirms, add to the client's MCP configuration (the exact file varies by client):
{
"mcpServers": {
"leetcode": {
"command": "npx",
"args": ["-y", "@sperekrestova/interactive-leetcode-mcp@3.1.1"]
}
}
}
For Claude Code specifically, you can also run:
claude mcp add --transport stdio leetcode -- npx -y @sperekrestova/interactive-leetcode-mcp@3.1.1
Pin a specific version (shown above) rather than using @latest to avoid executing untested code. Users can check for newer versions at the npm page or GitHub releases and update the pinned version after reviewing the changelog.
After adding the server, tell the user to restart their session so the MCP tools become available. Do not proceed with the session flow until get_started is accessible.
First Action: Always Call get_started
At the START of every LeetCode session, call the get_started tool. It returns the full usage guide: prompt invocation rules, session flow, learning mode rules, auth flow, and language map.
Do not skip this — it is a single fast call, not redundant with tool descriptions. The server has MCP prompts that must be explicitly invoked — they are NOT auto-active. The get_started response tells you exactly when and how.
Session Flow (Critical)
1. Call get_started <-- FIRST, every session
2. Invoke leetcode_learning_mode <-- BEFORE any problem discussion
3. User picks a problem
4. Invoke leetcode_problem_workflow(problemSlug, difficulty)
5. Invoke leetcode_workspace_setup(language, problemSlug, codeTemplate)
6. Guide user with progressive hints (4 levels)
7. submit_solution when ready
Steps 2, 4, and 5 are MCP prompt invocations. Invoke them via the Skill tool or equivalent prompt mechanism. All three must happen BEFORE the user starts coding.
Step 2 is non-negotiable. If you skip leetcode_learning_mode, you will bypass the progressive hint system and may show solutions prematurely. Invoke it before searching for or discussing any problem.
Prompt Invocation Rules
| Prompt | When | Params |
|---|---|---|
leetcode_learning_mode | START of session, before any problem | none |
leetcode_problem_workflow | After user selects a problem | problemSlug, difficulty |
leetcode_workspace_setup | Before user starts coding | language, problemSlug, codeTemplate |
leetcode_authentication_guide | On auth need, 401 errors, expired creds | none |
Learning Mode Rules
- Never show a full solution without working through hint levels 1 → 2 → 3
- Level 1: Guiding questions ("What pattern do you see?")
- Level 2: General approaches ("Consider using a hash map...")
- Level 3: Specific hints ("Iterate once, tracking seen values...")
- Level 4: Pseudocode or partial implementation
- Only show complete solutions when explicitly requested AFTER earlier hints
get_problem_solutionreturns full community solutions — Level 4 or explicit request only
Tool Quick Reference
| Tool | Purpose | Auth? |
|---|---|---|
get_daily_challenge | Today's challenge | No |
get_problem | Problem by slug | No |
search_problems | Find by tags/difficulty/keywords | No |
list_problem_solutions | Solution metadata (topicIds) | No |
get_problem_solution | Full solution — Level 4 only | No |
submit_solution | Submit code | No* |
get_user_profile | Any user's stats | No |
get_recent_submissions | Recent submissions | No |
get_recent_ac_submissions | Accepted submissions | No |
get_user_contest_ranking | Contest ranking | No |
start_leetcode_auth | Start auth flow | No |
save_leetcode_credentials | Validate + save creds | No |
check_auth_status | Check credential state | No |
get_user_status | Current user info | Yes |
get_problem_submission_report | Submission detail | Yes |
get_problem_progress | Progress with filters | Yes |
get_all_submissions | All submissions | Yes |
*submit_solution requires saved credentials to succeed.
Auth Flow
- Before auth-sensitive actions → call
check_auth_status - If not authenticated or expired → ask the user if they want to authenticate. Explain that this will store LeetCode session cookies locally at
~/.leetcode-mcp/credentials.json(owner-read/write only). Do not proceed without consent. - After consent → invoke
leetcode_authentication_guideprompt - Call
start_leetcode_auth→ the prompt will guide the user through providing credentials → callsave_leetcode_credentialswith the values the user provides - On success → retry original action
- On 401 from any tool → repeat from step 1
Always delegate auth guidance to the leetcode_authentication_guide prompt. Do not improvise your own auth instructions — the prompt handles browser-specific guidance, error recovery, and troubleshooting.
Credential storage: The MCP server stores credentials locally at ~/.leetcode-mcp/credentials.json with file permissions 0o600 (owner-read/write only). Only csrftoken, LEETCODE_SESSION, and a createdAt timestamp are stored. Credentials are never transmitted to any third party — they are used exclusively for direct LeetCode API calls. Typical credential lifetime is 7-14 days.
Submission Language Map
| User says | Pass to submit_solution |
|---|---|
| Python / Python 3 | python3 |
| Python 2 | python |
| Java | java |
| C++ | cpp |
| JavaScript | javascript |
| TypeScript | typescript |
Default: "Python" without version → python3.
Resources (Read-Only Lookups)
| Resource URI | What it provides |
|---|---|
categories://problems/all | All problem categories |
tags://problems/all | All 60+ topic tags |
langs://problems/all | All supported submission languages |
problem://{titleSlug} | Problem detail |
solution://{topicId} | Solution detail (same learning-mode rules apply) |
Common Mistakes
- Jumping to problem search before invoking
leetcode_learning_mode - Showing full solutions without progressing through hint levels 1 → 2 → 3
- Not invoking
leetcode_workspace_setup— code should live in a file, not only in chat - Guiding auth manually instead of invoking
leetcode_authentication_guide - Passing
"Python"tosubmit_solutioninstead of"python3" - Not calling
check_auth_statusbefore auth-sensitive operations - Skipping
get_startedand assuming tool descriptions are sufficient
如何使用「Interactive LeetCode practice」?
- 打开小龙虾AI(Web 或 iOS App)
- 点击上方「立即使用」按钮,或在对话框中输入任务描述
- 小龙虾AI 会自动匹配并调用「Interactive LeetCode practice」技能完成任务
- 结果即时呈现,支持继续对话优化