VibeServe

VibeServe

A production-grade MCP server that turns natural language intent into fully-architected, accessible, production-ready UI code through a 7-step agentic pipeline.

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README

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<img src="https://github.com/ncsound919/VibeServe/blob/main/update.png" alt="VibeServe" width="100%" />

VibeServe v1.1

The Ultimate Agentic IDE, Orchestrator, and MCP Backend

CI PyPI Node.js React Python 3.10+ MCP License: MIT Benchmark

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What is VibeServe?

VibeServe is the first full-stack, fully-integrated AI development platform. It unifies a React-based AI IDE, a Node.js Orchestrator, and a Python MCP Server into a single cohesive system.

It transforms natural language intent into fully-architected, accessible, production-ready UI code โ€” powered by a 7-step agentic pipeline, a fully aware context engine, and dynamic human-in-the-loop controls.

๐Ÿ—๏ธ architect โ†’ ๐Ÿ’ป code โ†’ ๐Ÿ” review โ†’ โœ… verify โ†’ ๐Ÿ”„ iterate โ†’ ๐Ÿงช test โ†’ ๐Ÿš€ deploy

Unified Repository Structure

This repository is a monorepo housing the three core pillars of the VibeServe ecosystem:

1. ide/ (The Front-End Client)

The VibeServe IDE (formerly Nexus-Alpha) is a Vite/React application acting as the command center. It features an interactive command palette, real-time agent trajectories, code editors, artifact previews, and full MCP tool visibility. It's fully WCAG AAA accessible and designed for extreme performance.

2. orchestrator/ (The Control Plane)

The VibeServe Orchestrator (formerly CodeNexus) is a high-performance Node.js backend. It coordinates agents, handles WebSockets for real-time streaming, runs deep security audits (AST analysis), and manages the lifecycle of the AI agents and their sandbox environments.

3. mcp/ (The Python Backend)

The original VibeServe MCP Server. This is a production-grade FastMCP server containing 28 specialized tools, SQLite-backed memory, multi-LLM routing with auto-fallback (OpenAI, DeepSeek, OpenRouter, Local Ollama), and direct integration endpoints.

Why VibeServe?

Feature Description
True Full-Stack AI Complete visibility from IDE UI down to the python MCP tool execution.
Agentic Pipeline 7 discrete steps (architect to deploy), each chainable or runnable standalone.
Auto-Fallback LLMs Built-in router across 6 providers prevents single point of failure.
Trinity Benchmarked System-wide automated auditing and benchmarking scores ensuring A-grade performance and security.
Human-in-the-Loop You choose when to intervene. The IDE allows seamless manual takeover of any automated workflow.

Quickstart

Prerequisites

  • Node.js 20+
  • Python 3.10+
  • pnpm (for the orchestrator)

Setup the Entire Ecosystem

  1. Clone the monorepo:

    git clone https://github.com/ncsound919/VibeServe
    cd VibeServe
    
  2. Start the MCP Server:

    cd mcp
    pip install -e ".[dev]"
    cp .env.example .env
    # Start in dev mode or hook into Claude Desktop
    pytest tests/ -v
    
  3. Start the Orchestrator:

    cd ../orchestrator
    pnpm install
    pnpm run build
    pnpm run dev
    
  4. Start the IDE:

    cd ../ide
    npm install
    npm run dev
    

The system will now be fully interconnected.


Architecture

VibeServe IDE (React / Vite)
       โ†“ WebSocket / REST
VibeServe Orchestrator (Node.js / Express)
       โ†“ stdio MCP Protocol
VibeServe MCP Server (Python / FastMCP)
  โ”œโ”€โ”€ 28 Tools ยท 5 Resources ยท 6 Prompts
  โ”œโ”€โ”€ V5 Agentic Pipeline
  โ”œโ”€โ”€ LLMRouter (Auto-fallback chain)
  โ”œโ”€โ”€ MemoryStore (aiosqlite)
  โ””โ”€โ”€ SchemaValidator (WCAG AAA enforcement)

Trinity Benchmark

The entire VibeServe ecosystem undergoes a rigorous, automated audit (The Trinity Benchmark) across Performance, Code Quality, Security, and Features.

Current System Score: 91.9/100 (Grade A)

Run the benchmark yourself:

cd mcp
python benchmark_system.py

Donate

VibeServe is free and open source. If it saves you time:

๐Ÿ’š CashApp: $helptools

Every dollar helps keep the tools free.


License

MIT License. See LICENSE for details.

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