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Luogu MCP Server | 洛谷 MCP Server

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A small MCP server for searching Luogu problems, reading statements and training sets, and finding related practice. It can run locally through npm or as a hosted Streamable HTTP server.

Quick Start

Use the hosted read-only server without installing anything:

{
  "mcpServers": {
    "luogu": {
      "url": "https://luogu-mcp.ksrnyx.top/mcp"
    }
  }
}

To keep the server on your machine, use the published luogu-mcp-server package:

{
  "mcpServers": {
    "luogu": {
      "command": "npx",
      "args": ["-y", "luogu-mcp-server"]
    }
  }
}

Then ask:

Search Luogu for five beginner binary-tree problems.
Fetch Luogu P1305 with its statement and samples.
Find related practice for traversal-order confusion.

Related MCP server: LeetCode MCP Server

Tools

Tool

Purpose

luogu_search_problems

Search Luogu problems by keyword, topic, title fragment, problem id, and optional Luogu tag ids.

luogu_fetch_problem

Fetch one Luogu problem statement, formats, samples, tags, difficulty, and URL by pid.

luogu_resolve_problem

Resolve a Luogu URL, problem id, or title fragment, then fetch the problem.

luogu_find_related_problems

Mix topic/pain-point recommendations with live keyword search to find related practice.

luogu_list_algorithm_topics

List canonical algorithm topics, aliases, and known tag ids.

luogu_find_topic_problems

Find topic practice problems using aliases, tag ids, deduplication, and match reasons.

luogu_search_problem_sets

Search Luogu training/problem sets by keyword. Supports `type: "all"

luogu_fetch_problem_set

Fetch one Luogu training/problem set and problem summaries by id.

luogu_recommend_problems

Return seed recommendations from a topic or student pain point.

luogu_get_user_profile

Fetch public Luogu user profile data by uid.

luogu_get_capabilities

Report which LeetCode-style route features are available, auth-required, or planned.

All tools are read-only.

Availability

  • Hosted MCP: https://luogu-mcp.ksrnyx.top/mcp

  • Health: https://luogu-mcp.ksrnyx.top/health

  • Official MCP Registry: io.github.Kaiserunix/luogu-mcp-server, described by server.json

Other Ways To Run

From source:

git clone https://github.com/kaiserunix/luogu-mcp-server.git
cd luogu-mcp-server
cmd /c npm install
cmd /c npm run build

Use node directly from a source checkout:

{
  "mcpServers": {
    "luogu": {
      "command": "node",
      "args": [
        "C:\\path\\to\\luogu-mcp-server\\dist\\index.js"
      ],
      "cwd": "C:\\path\\to\\luogu-mcp-server"
    }
  }
}

Example Calls

Search problems:

{
  "keyword": "二叉树",
  "page": 1,
  "limit": 5
}

Search problems with a Luogu tag filter:

{
  "keyword": "二叉树",
  "tagIds": [11],
  "limit": 5
}

Fetch a problem:

{
  "pid": "P1305",
  "maxStatementChars": 5000
}

Recommend from a pain point:

{
  "topic": "binary_tree",
  "painPoint": "traversal_order_confusion",
  "limit": 3
}

Resolve a pasted URL:

{
  "query": "https://www.luogu.com.cn/problem/P1305",
  "maxStatementChars": 5000
}

Find related practice:

{
  "topic": "binary_tree",
  "painPoint": "traversal_order_confusion",
  "query": "二叉树 遍历",
  "limit": 5
}

Find topic practice with alias expansion:

{
  "topic": "Treap",
  "limit": 5,
  "excludeProblemIds": ["P3369"]
}

Fetch a public user profile:

{
  "uid": 1
}

Search training/problem sets:

{
  "keyword": "网络流",
  "type": "select",
  "limit": 5
}

type: "all" is the default. It combines title-filtered official sets with selected user-shared set search. Use type: "official" for the public official index, or type: "select" for selected user-shared sets.

Luogu Route Parity

This project mirrors the useful shape of richer LeetCode MCP servers while respecting what Luogu exposes publicly:

  • Available now: problem search, problem fetch, URL/id/title resolution, related problem discovery, training set search/fetch, public user profile fetch.

  • Auth-required in live probes: recent submissions, public solution pages, and discussion pages.

  • Planned but intentionally not enabled: solution submission/run-code tools. Those require authenticated session handling and explicit write-tool safety gates.

Development

cmd /c npm test
cmd /c npm run build

Cloudflare Worker Deployment

This package also includes a stateless Streamable HTTP MCP entrypoint for Cloudflare Workers.

cmd /c npm test
cmd /c npm run smoke:cf
cmd /c npx wrangler login
cmd /c npm run deploy:cf:dry
cmd /c npm run deploy:cf

The Worker exposes the same read-only tools at /mcp, with a health endpoint at / or /health.

{
  "mcpServers": {
    "luogu": {
      "url": "https://<your-worker-name>.<your-workers-subdomain>.workers.dev/mcp"
    }
  }
}

Verify a deployed Worker:

cmd /c npm run smoke:cf -- https://<your-worker-name>.<your-workers-subdomain>.workers.dev

For private deployments, set LUOGU_MCP_TOKEN with wrangler secret put and configure your MCP client to send an Authorization: Bearer <token> header where supported. Browser Origin requests are rejected by default; set LUOGU_MCP_ALLOWED_ORIGINS to a comma-separated origin list if browser access is needed.

See docs/cloudflare-deployment.md for the full release checklist.

Run broad live checks against Luogu's current website responses:

cmd /c npm run smoke:live

The live smoke starts the MCP server through a real stdio client, then compares problem fetches, problem searches, training searches, training fetches, URL/id resolution, related recommendations, public user profiles, and route capabilities against Luogu content-only page responses. It is intentionally separate from unit tests because it depends on Luogu network availability and current site behavior.

Run the 100-topic algorithm coverage smoke:

cmd /c npm run smoke:topics

The topic smoke starts the real MCP server and probes 100 algorithm categories across high-level topic search and training-set search. It fails if fewer than 98 topic searches return Luogu results.

Download one representative problem per catalog topic into a local ignored folder:

cmd /c npm run download:topics

Test a MiMo agent loop that asks the model to choose MCP tools, then executes those calls through the local stdio MCP server:

cmd /c npm run smoke:mimo

smoke:mimo reads MIMO_API_KEY from the environment, or from C:\Users\qwerf\.continue\.env on this machine.

Notes

  • Luogu endpoints used here are content-only web endpoints, not a formal stability contract.

  • The server keeps outputs compact and structured for model context control.

  • Browser automation is intentionally not the default path. A Playwright fallback can be added later for pages that cannot be read through lightweight HTTP.

  • For broad topic discovery, Luogu training-set search is often cleaner than raw problem title search; raw keyword search follows Luogu's website ordering and can include title-level noise.

Available Tools

11 tools
luogu_fetch_problemFetch Luogu ProblemA
Read-only
Inspect

Fetch a Luogu problem statement, formats, samples, tags, difficulty, and source URL by pid.

Inputs: pid (required), maxStatementChars.

luogu_fetch_problem_setFetch Luogu Training SetA
Read-only
Inspect

Fetch a Luogu training/problem set and its problem summaries by id.

Inputs: id (required), limit.

luogu_find_topic_problemsFind Luogu Topic ProblemsA
Read-only
Inspect

Find Luogu practice problems for an algorithm topic using aliases, known Luogu tag ids, deduplication, and match reasons.

Inputs: topic (required), limit, excludeProblemIds.

luogu_get_capabilitiesGet Luogu Route CapabilitiesA
Read-only
Inspect

Report which LeetCode-style route capabilities are available, auth-required, or planned for Luogu.

Inputs: no named parameters.

luogu_get_user_profileGet Luogu User ProfileA
Read-only
Inspect

Fetch public Luogu user profile data by uid.

Inputs: uid (required).

luogu_list_algorithm_topicsList Luogu Algorithm TopicsA
Read-only
Inspect

List canonical algorithm topics, aliases, and known Luogu tag ids used by the high-level topic search route.

Inputs: no named parameters.

luogu_recommend_problemsRecommend Luogu ProblemsA
Read-only
Inspect

Recommend seed Luogu problems from a topic or student pain point, with search hints for further exploration.

Inputs: topic, painPoint, currentProblemId, limit.

luogu_resolve_problemResolve Luogu ProblemA
Read-only
Inspect

Resolve a Luogu problem from a URL, problem id, or title fragment, then fetch the problem details.

Inputs: query (required), maxStatementChars.

luogu_search_problemsSearch Luogu ProblemsA
Read-only
Inspect

Search Luogu problems by keyword. Use this before fetching a problem when you only know a topic or partial title.

Inputs: keyword (required), page, limit, tagIds.

luogu_search_problem_setsSearch Luogu Training SetsB
Read-only
Inspect

Search Luogu training/problem sets by keyword.

Inputs: keyword (required), page, limit.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.9/5.0

    Scored across 11 tools

    Disambiguation4/5

    Most tools have distinct purposes, but luogu_find_related_problems and luogu_recommend_problems overlap in recommending problems, and luogu_fetch_problem vs luogu_resolve_problem serve similar fetching roles with different inputs, which may cause minor confusion.

    Naming Consistency5/5

    All tools follow a consistent 'luogu_verb_noun' pattern using snake_case, with clear verb choices that describe the action (fetch, search, find, etc.). No mixing of conventions.

    Tool Count5/5

    11 tools is within the ideal 3-15 range, covering problem retrieval, search, recommendation, problem sets, user profile, algorithm topics, and capabilities. The scope is well-balanced.

    Completeness4/5

    The tool set covers problem discovery, retrieval, and user profiles comprehensively, but lacks tools for submissions, authentication, or contest data. However, given the apparent focus on problem exploration, it is reasonably complete.

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