IEEE Computer Society Universal Developer Operations, Diagnostics & AlgoJudge Competitive Execution MCP Server
View on GitHub ↗Homepage ↗⚡ MCS (mcp-cs) The Universal Campus Developer, Diagnostics & AlgoJudge Competitive Execution Suite
MCS (Model Context Server for Computer Society) is a full-featured Model Context Protocol (MCP) server, standalone developer CLI, and visual console created for developers, university students, competitive programmers, and engineering teams.
Installation • Terminal CLI • Visual Console • Client Configuration • Tool Catalog
MCS connects your AI assistant (Antigravity, Cursor, Claude Desktop, Windsurf, Cline) directly to powerful local execution, repository diagnostics, database modeling, and competitive algorithm tools with zero manual configuration.
- ⚡ AlgoJudge Engine: Run sandboxed code (Python, JS/TS, C++, Go, Docker micro-containers), perform automated differential stress-testing, and check AST code similarity. - 🩺 Environment Doctor: Diagnose project setups, detect .env disparities, and inspect port conflicts with process PIDs. - 🗄️ Database & ERD: Parse SQL schemas and auto-generate Mermaid Entity-Relationship diagrams. - ⚡ Web Performance: Scan for oversized raster assets and audit HTTP compression & security headers. - 🛡️ Security Guard: Detect leaked API keys, tokens, and hardcoded credentials before committing. - 🌐 API Playground: Live HTTP test client and realistic synthetic mock data generator.
In addition to serving AI assistants, MCS works as a standalone terminal productivity CLI:
From the project README.
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