Navigation
PineScript MCP Project: Model-Driven Automation & Robust Integration - MCP Implementation

PineScript MCP Project: Model-Driven Automation & Robust Integration

PineScript MCP Project: The ultimate MCP server for TradingView PineScript, streamlining model-driven strategies with seamless automation and robust integration.

Visit Repository
✨ Developer Tools
4.2(198 reviews)
297 saves
138 comments

Ranked in the top 5% of all AI tools in its category

About PineScript MCP Project

What is PineScript MCP Project: Model-Driven Automation & Robust Integration?

Developed to streamline the lifecycle of PineScript trading strategies, this project combines model-driven automation with robust backend integration. At its core, it offers a unified platform for creating, optimizing, and managing strategies through modular architecture. Key components include a Next.js web interface for real-time interaction, server management utilities, and dedicated testing frameworks—all designed to eliminate friction between development and deployment.

How to use PineScript MCP Project: Model-Driven Automation & Robust Integration?

Getting started is straightforward but flexible. Begin by installing dependencies with npm install. Next, choose your preferred interface method:

  • Standard Next.js dev server (npm run ui) for iterative development
  • Electron desktop app (npm run ui:electron) for firewall-sensitive environments
  • Express server fallback (npm run ui:express) for stability-critical scenarios

If encountering connection issues, leverage diagnostic scripts like check-port-3000 or consult the firewall exception guide in docs.

PineScript MCP Project Features

Key Features of PineScript MCP Project: Model-Driven Automation & Robust Integration?

Beyond foundational strategy management, the system excels in:

  • Adaptive Backtesting: Stress-test strategies against historical data with embedded performance analytics
  • Multi-layer Optimization: Automate parameter tuning using both grid and genetic algorithms
  • Zero-configuration Deployment: Built-in server reconciliation ensures smooth production transitions
  • Vendor Lock-In Prevention: Export strategies in standard PineScript format for cross-platform use

Network resilience features like port conflict resolution and firewall auto-configuration are standard.

Use cases of PineScript MCP Project: Model-Driven Automation & Robust Integration?

Traders and developers benefit from:

  • Building institutional-grade strategies with version-controlled development
  • Automating compliance checks through integrated audit trails
  • Conducting A/B testing across multiple market scenarios
  • Creating educational templates for PineScript newcomers

PineScript MCP Project FAQ

FAQ from PineScript MCP Project: Model-Driven Automation & Robust Integration?

Q: What if my UI server won't start?
A: Run npm run firewall:allow then try the clean startup option. Check troubleshooting docs for port-specific fixes.

Q: Can I use this with older Node versions?
A: No. The system requires Node.js v18+ to maintain security and performance guarantees.

Q: How do I contribute improvements?
A: Submit structured pull requests against the src directory. See contributor docs for best practices.

Content

PineScript MCP Project

A comprehensive tool for creation, optimization, and management of PineScript trading strategies.

Project Structure

├── src/             # Core application code
├── ui/              # Next.js web interface
├── dist/            # Compiled JavaScript
├── docs/            # Documentation
├── scripts/         # Utility scripts
│   ├── server/      # Server management scripts
│   ├── network/     # Network diagnostics scripts
│   └── docs/        # Documentation
├── data/            # Data files
├── tests/           # Application tests
├── examples/        # Example scripts and strategies
└── memory-bank/     # Project context and information

Quick Start

  1. Install dependencies:

    npm install

  2. Start the UI (choose one method):

    Standard Next.js development server

npm run ui

# Clean start with port cleanup
npm run ui:clean

# Alternative Express server (if Next.js has issues)
npm run ui:express

# Desktop app (no web server required)
npm run ui:electron

  1. Access the web interface at:

    http://localhost:3001

(Not required for the desktop app option)

UI Options

The project includes multiple ways to access the UI:

1. Next.js Development Server

# Standard Next.js dev server
npm run ui

# Clean start (kills any existing processes using the ports)
npm run ui:clean

# Start with administrator privileges (for stubborn processes)
npm run ui:admin

2. Alternative Server Options

# Simple Express server (more stable alternative)
npm run ui:express

# Basic HTML test page server
npm run ui:test

3. Desktop Application

For environments where web servers have connectivity issues:

# Electron desktop application (no web server required)
npm run ui:electron

Troubleshooting UI Server

If you experience connection issues with the UI server:

  1. Check your firewall settings
  2. Run the firewall exception script: npm run firewall:allow
  3. See the scripts/docs/ui-connect-guide.md for detailed connection troubleshooting
  4. Try the desktop app option: npm run ui:electron

Utility Scripts

The repository includes several utility scripts to help with development and troubleshooting:

Essential Server Scripts (in scripts/server/)

  • run-ui-clean.bat - Main script to start the UI server (cleans up existing processes)
  • run-ui-admin.bat - Starts the UI server with administrator privileges
  • serve-test-page.bat - Serves a simple HTML test page on port 8000 to test connectivity
  • run-express-server.bat - Starts an Express server as an alternative to Next.js
  • run-electron-app.bat - Starts the Electron desktop application (no web server required)

Network Troubleshooting (in scripts/network/)

  • check-connectivity.bat - Comprehensive network connectivity diagnostics
  • check-windows-firewall.bat - Check firewall status and rules
  • allow-node-firewall.bat - Add Node.js to Windows Firewall exceptions
  • test-network-connection.bat - Test specific network connections
  • test-port-3000.bat - Test if port 3000 is available
  • kill-port-3000.bat - Kill any process using port 3000

Documentation (in scripts/docs/)

  • ui-connect-guide.md - Comprehensive guide to UI connectivity troubleshooting
  • README-UI.md - UI-specific documentation

Development

Prerequisites

  • Node.js (v18 or higher)
  • npm (v8 or higher)

Building the Project

npm run build

Running Tests

npm test

Features

  • Strategy creation and editing
  • Backtesting capabilities
  • Performance analysis
  • Strategy optimization
  • TradingView integration

Documentation

See the docs/ directory for detailed documentation on:

  • API Reference
  • User Guide
  • Development Guide

License

This project is proprietary and confidential.

Copyright © 2025. All rights reserved.

Related MCP Servers & Clients

Quick Navigation

MCP Categories

Developer Tools