About Leetcode
Leetcode is an MCP server for developers and coding agents that retrieves public LeetCode profiles, problem data, and challenge activity. It uses LeetCode’s public GraphQL endpoint and can run locally over stdio or through Pipeworx.
Key features
- 01Public profile and solved statistics
- 02Recent accepted submissions
- 03Daily challenge lookup
- 04Problem details by slug
- 05Problem counts by difficulty
Use cases
- 01Review a public user's LeetCode progress
- 02Check recent accepted submissions
- 03Retrieve details for a coding problem
MCP support
Exposes LeetCode lookup tools to MCP clients, either as a local stdio server or through Pipeworx. The Pipeworx connection also includes shared gateway meta-tools.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://gateway.pipeworx.io/leetcode/mcpclaude mcp add --transport http pipeworx-io-leetcode https://gateway.pipeworx.io/leetcode/mcp{"mcpServers":{"pipeworx-io-leetcode":{"type":"http","url":"https://gateway.pipeworx.io/leetcode/mcp"}}}Open in Cursor{"servers":{"pipeworx-io-leetcode":{"type":"http","url":"https://gateway.pipeworx.io/leetcode/mcp"}}}Open in VS Code{"mcpServers":{"pipeworx-io-leetcode":{"type":"http","url":"https://gateway.pipeworx.io/leetcode/mcp"}}}{"mcpServers":{"pipeworx-io-leetcode":{"serverUrl":"https://gateway.pipeworx.io/leetcode/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project README@pipeworx/leetcode
LeetCode MCP — public profile + problem lookups via the keyless GraphQL endpoint at leetcode.com/graphql.
Part of Pipeworx — an MCP gateway connecting AI agents to 1882+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.
Tools
user_profile(username)— public profile (real name, avatar, ranking, contest rating)user_solved(username)— solved-problem stats by difficultyuser_recent_submissions(username, limit?)— recent accepted submissionsdaily_question()— today's daily coding challengeproblem(title_slug)— problem detail by slug (e.g. "two-sum")problemset_stats()— total problems by difficulty
Notes
Uses LeetCode's public GraphQL endpoint — unofficial, may change without notice.
Data source
https://leetcode.com/graphql
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"leetcode": {
"url": "https://gateway.pipeworx.io/leetcode/mcp"
}
}
}
What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/leetcode/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}
Both URLs reach the same gateway and the same 1882+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
No MCP client? Call it over HTTP
curl -X POST https://gateway.pipeworx.io/v1/tools/user_profile \
-H 'Content-Type: application/json' \
-d '{"username":"john_doe"}'
No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/user_profile. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.
Standalone (no gateway account)
This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:
{
"mcpServers": {
"leetcode": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-leetcode"]
}
}
}
Or run it directly to confirm it starts:
npx -y @pipeworx/mcp-leetcode
It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call
for only this pack's tools — none of the shared meta-tools the gateway
connection above adds. Same source, same tools, no ask_pipeworx routing.
Using with ask_pipeworx
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
ask_pipeworx({ question: "your question about Leetcode data" })
The gateway picks the right tool and fills the arguments automatically.
More
License
MIT
Comments
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