🚀 RecCaller.AI

Universal AI Context Management for Modern Developers

Stop repeating yourself to AI. RecCall remembers everything so you don't have to.

Get Started • Documentation • Website • Issues

RecCaller.AI provides universal context management for AI-powered development tools. Never explain your project context, codebase structure, or preferences twice to AI assistants.

• 🎯 Universal Context System - Static, dynamic (ML-generated), and hybrid contexts
• 🔄 Multi-Platform Support - Works with Cursor, VSCode, Warp, Perplexity, Sora, and more
• 🤖 ML-Powered Intelligence - Automatic summarization, code extraction, and semantic search
• 🔐 Enterprise-Ready - Dependency injection, telemetry, and scalable storage backends
• ⚡ High Performance - Sub-millisecond operations with intelligent caching

• 70% Time Saved - Eliminate repetitive context explanations
• 2-3 Hours Per Day - Reclaimed from context switching
• $50K+ Annual Value - Per developer productivity gain

Learn more about our research and data sources

The universal AI context engine with plugin architecture.

Core Features:

• Universal Context Management System (UCS)
• ML-powered context generation
• Multi-platform adapters (CLI, MCP, VSCode, Warp, Browser)
• Enterprise features (DI, telemetry, Redis/PostgreSQL)
• REST API and JavaScript SDK

📖 Documentation • 📦 npm Package • 🐛 Issues

Official website for RecCaller.AI.

Content:

• Product landing pages
• Integration guides
• Getting started documentation
• Use cases and examples

🌐 Live Site • 📝 Source

RecCall contexts repository - community-driven shortcut library.

Features:

• Pre-built shortcuts for common workflows
• Community-contributed contexts
• Starter pack templates
• Integration examples

📚 Browse Contexts • 📖 Repository

# Quick install
curl -sfL https://reccaller.ai/install.sh | sh -

# Or via npm
npm install -g reccall

# Record a shortcut
reccall rec react-component "Create React components with TypeScript, proper props, and hooks"

# Call a shortcut
reccall call react-component

# List all shortcuts
reccall list

# Search shortcuts
reccall search api

Cursor IDE:

{
  "mcpServers": {
    "reccall": {
      "command": "reccall-mcp",
      "args": ["--stdio-only"]
    }
  }
}

Full integration guide: Getting Started

RecCaller.AI Organization
├── reccall/          → Core engine & platform adapters
├── websites/         → Official website (reccaller.ai)
└── contexts/         → Context store & shortcuts repository

• Core: TypeScript 5.6+, Node.js 18+
• Platforms: Cursor (MCP), VSCode, Warp, Browser Extensions
• Storage: Filesystem, Redis, PostgreSQL
• ML: Conversation summarization, code extraction, semantic embeddings
• APIs: REST API, JavaScript SDK, MCP Protocol

Repository	Status	Latest Version	Language
reccall	✅ Active		TypeScript
websites	✅ Live	-	HTML/CSS
contexts	✅ Active	-	JSON

We welcome contributions! Here's how you can help:

1. Report Issues: Found a bug? Open an issue
2. Share Contexts: Contribute shortcuts to the contexts repository
3. Improve Documentation: Help make our docs better
4. Code Contributions: Submit PRs for features and fixes

See our Contributing Guide for details.

• Getting Started - Quick start guide
• How It Works - Architecture overview
• API Reference - REST API & SDK docs
• JavaScript SDK - SDK usage guide
• Enterprise Deployment - Production setup

• Website: reccaller.ai
• Contexts Store: contexts.reccaller.ai
• npm Package: npmjs.com/package/reccall
• Documentation: GitHub
• Issues: GitHub Issues

All repositories are licensed under the MIT License.