Turn your AI assistant into a codebase expert. Intelligent code analysis, semantic search, and software engineering guidance through MCP integration.
npm install remcodeTurn Your AI Assistant Into a Codebase Expert
Remcode gives your AI assistant deep understanding of your code patterns, architecture, and conventions through intelligent vectorization and semantic search.
bash
npx remcode
`$3
📱 Claude Desktop
Location:
(macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)`json
{
"mcpServers": {
"remcode": {
"command": "npx",
"args": ["remcode"],
"env": {
"PINECONE_API_KEY": "your_key_here",
"HUGGINGFACE_TOKEN": "your_token_here",
"GITHUB_TOKEN": "your_github_token"
}
}
}
}
`
🎯 Cursor Editor
json
{
"remcode": {
"command": "npx remcode",
"env": {
"PINECONE_API_KEY": "your_key_here",
"HUGGINGFACE_TOKEN": "your_token_here",
"GITHUB_TOKEN": "your_github_token"
}
}
}
`
🔄 Continue Dev
Location:
json
{
"mcpServers": {
"remcode": {
"command": "npx",
"args": ["remcode"],
"env": {
"PINECONE_API_KEY": "your_key_here",
"HUGGINGFACE_TOKEN": "your_token_here",
"GITHUB_TOKEN": "your_github_token"
}
}
}
}
`
$3
🔑 Get Free API Keys (2 minutes)
Pinecone - Vector Database
- Visit: pinecone.io
- Sign up free → Create project → Copy API key
HuggingFace - AI Models
- Visit: huggingface.co/settings/tokens
- Sign up free → New token → Read permission → Copy
GitHub - Repository Access
- Visit: github.com/settings/tokens/new
- Generate token → Select
→ Copy⏱️ Total time: ~2 minutes
$3
Ask your AI assistant: "What authentication patterns are used in this codebase?"🚀 Key Features
- 🧠 Codebase Intelligence: AI understands your code structure and patterns
- 🔍 Semantic Search: Find code by meaning, not just keywords
- 🤖 SWE Best Practices: Built-in software engineering guidance
- 🔗 MCP Protocol: Direct integration with AI assistants
- ⚡ Zero Configuration: Works out of the box with smart defaults
- 🛡️ Privacy First: Your code stays in your environment
🎯 How It Works
1. Analyzes Your Code: Remcode understands your codebase structure and patterns
2. Creates Embeddings: Generates semantic representations using CodeBERT
3. Enables AI Search: Your assistant can find and understand code contextually
4. Provides Guidance: Offers software engineering best practices specific to your code
🧪 Testing
Quick Test:
`bash
npx remcode inspector
`
Opens MCP Inspector for interactive testing of all tools.Full Test Suite:
bash
npm test
``- Contributing Guide - How to contribute
- License - MIT License
We welcome contributions! See CONTRIBUTING.md for guidelines.
- TypeScript - Type-safe development
- CodeBERT - Code-specific embeddings
- Pinecone - Vector database
- Model Context Protocol - AI assistant integration
- GitHub Actions - Automated processing
MIT License - see LICENSE for details.
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Made with ❤️ for developers who want smarter AI assistants