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UlpiAgent

The Most Powerful Open-Source AI Development Agent

Revolutionary AI development automation with local-first intelligence, 80+ tools, and dual-mode operation: native VS Code integration + standalone CLI.

MIT License GitHub Stars TypeScript Local First

Get StartedDocumentationWebsite


What is UlpiAgent?

UlpiAgent is an intelligent AI development assistant that automates complex software engineering tasks through natural language commands. Unlike other agents that focus on benchmark scores or simple file edits, UlpiAgent provides comprehensive development automation with production-ready reliability.

Core Capabilities:

  • Complete task automation - From architecture changes to bug fixes
  • Local-first intelligence - Your code never leaves your machine
  • 80+ production tools - Complete development ecosystem integration
  • Sequential thinking - Plans multi-step workflows intelligently
  • MIT licensed - Truly open source with no restrictions

Quick Start

# Clone the repository
git clone https://github.com/ulpi-io/ulpi-agent.git
cd ulpi-agent

# Install dependencies
npm install

# Build UlpiAgent
npm run build

# Run your first task
ulpi run "Fix the authentication bug in login controller" --workspace ./my-project

Configuration

Create ulpi-config.json in your project root:

{
  "model": "deepseek-coder-33b",
  "localOnly": true,
  "workspace": "./src",
  "sequentialThinking": {
    "enabled": true,
    "maxSteps": 50
  }
}

Tool Ecosystem

UlpiAgent provides 80+ specialized tools across 12 categories:

File System Operations (8 tools)
  • read_file - Read file contents with line ranges
  • write_file - Write content with automatic directory creation
  • edit_file - Advanced editing with str_replace
  • delete_file - Safe deletion with trash support
  • move_file - Move/rename with conflict resolution
  • copy_file - Copy with validation
  • find_files - Pattern-based file search
  • file_stat - Detailed file metadata
Language Features (24 tools)
  • Symbol extraction and navigation
  • Go-to-definition and find-references
  • Real-time diagnostics
  • Code formatting and refactoring
  • Type information and completions
  • And 19 more VSCode API integrations...
Semantic Search (3 tools)
  • semantic_search - Natural language code search
  • find_similar_code - Code similarity detection
  • index_workspace - Build searchable code index
Terminal & Git (15 tools)
  • Persistent bash sessions
  • Full Git automation
  • Build system integration
  • Test execution
  • Package management
And 50+ more tools...

Including TypeScript server integration, task management, UI interaction, workspace operations, and configuration management.


Sequential Thinking Orchestrator

The heart of UlpiAgent - an intelligent system that plans and executes complex multi-step operations:

// Example: Complex refactoring task
Task: "Convert monolith to microservices"

Sequential Thinking creates:
1. Analyze current architecture
2. Identify service boundaries  
3. Plan extraction order
4. Create service interfaces
5. Extract services one by one
6. Set up communication
7. Update deployment configs
8. Validate everything works

Why UlpiAgent?

How UlpiAgent Fits in the Open Source Ecosystem

Most open source AI coding tools focus on code completion or chat-based assistance. UlpiAgent takes a different approach by focusing on multi-step reasoning and comprehensive project understanding.

Comparison with Other Agents

Feature UlpiAgent Trae SWE-agent Aider
Total Tools 80+ 5 ~10 Git only
Local Models ✅ Full support ✅ Via Ollama
Semantic Search ✅ <20ms Limited
Sequential Planning ✅ Advanced Basic
IDE Integration ✅ Native
Offline Capable

Performance Metrics

  • Semantic search: <20ms (vs 200-1000ms cloud)
  • Task completion: 5-10x faster than manual
  • Memory usage: ~500MB for 1M LOC
  • Offline capable: 100% functionality

Real-World Use Cases

Complex Refactoring

ulpi run "Extract authentication into a separate service"
# Automatically:
# - Analyzes all auth code
# - Creates service boundaries
# - Moves code atomically
# - Updates all imports
# - Adds API layer
# - Creates tests

Bug Fixing

ulpi run "Fix the race condition in payment processing"
# Automatically:
# - Reproduces the issue
# - Identifies root cause
# - Implements proper locking
# - Adds regression tests
# - Documents the fix

Code Analysis

ulpi run "Find all SQL injection vulnerabilities"
# Automatically:
# - Scans entire codebase
# - Identifies unsafe queries
# - Fixes with parameterization
# - Validates changes
# - Creates security report

Contributing

We love contributions! See CONTRIBUTING.md for guidelines.

Development Setup

# Fork and clone
git clone https://github.com/YOUR_USERNAME/ulpi-agent.git
cd ulpi-agent

# Install dependencies
npm install

# Run tests
npm test

# Run in development
npm run dev

Areas for Contribution

  • New tool implementations
  • Orchestration improvements
  • Documentation
  • Bug fixes
  • Language support

Documentation & Resources

Learning Resources


Frequently Asked Questions

How does UlpiAgent handle privacy?

UlpiAgent is local-first by default. Your code never leaves your machine unless you explicitly configure cloud models. All processing, indexing, and analysis happens locally.

What models does UlpiAgent support?

Local models: DeepSeek-Coder, Qwen2.5-Coder, CodeLlama, StarCoder2, and more. Cloud models: GPT-4, Claude, Gemini (optional, only when configured).

Can I add custom tools?

Yes! UlpiAgent has an extensible architecture. See our Tool Development Guide for details.

How does it compare to GitHub Copilot?

Copilot suggests code completions. UlpiAgent automates entire workflows - from planning to implementation to testing. It's like having a senior developer vs an autocomplete.


Roadmap

  • Core CLI implementation
  • 80+ tool ecosystem
  • Sequential thinking orchestrator
  • Local model support
  • Plugin system (Q1 2025)
  • Web UI (Q2 2025)
  • Custom model training (Q3 2025)

See our full roadmap for details.


License

UlpiAgent is MIT Licensed - see the LICENSE file for details.

This means you can:

  • Use UlpiAgent for any purpose, including commercial projects
  • Modify the source code to fit your specific needs
  • Distribute your own versions and improvements
  • Sell products that include UlpiAgent
  • Keep your changes private if desired

No strings attached. No vendor lock-in. True open source.


Acknowledgments

UlpiAgent stands on the shoulders of giants. Special thanks to:

  • Hugging Face - For democratizing AI model access
  • Meta's LLaMA - For powerful open source language models
  • Vercel - For Next.js and exceptional developer tools
  • Microsoft - For TypeScript and VS Code
  • The Open Source Community - For countless tools, libraries, and inspiration

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© 2025 UlpiAgent. Licensed under MIT.

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