Luogu MCP Server vs Makuri Showcase (CogniLedger)

In-depth architectural comparison of the Luogu MCP Server and Makuri Showcase (CogniLedger) MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Luogu MCP Server when:

• You need dedicated capabilities in the Education domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: luogu_search_problems, luogu_fetch_problem, luogu_resolve_problem.

Explore Luogu MCP Server Details

Choose Makuri Showcase (CogniLedger) when:

• You need dedicated capabilities in the Education domain.
• You prefer remote streaming HTTP/SSE transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: get_platform_info, get_supported_languages, get_subjects.

Explore Makuri Showcase (CogniLedger) Details

Feature & Specification Comparison

Specification	Luogu MCP Server Education	Makuri Showcase (CogniLedger) Education
Summary	Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.	Public MCP server for Makuri, an EU-compliant AI tutoring platform for immigrant children.
Category & Scope	Education	Education

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

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

{
  "mcpServers": {
    "makuri-showcase-cogniledger": {
      "url": "https://mcp.cogniledger.eu/mcp"
    }
  }
}

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