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Getting Started
Installation
Running MassGen
Configuration
User Guide
Core Concepts
Skills for AI Coding Agents
Task Planning Mode
Backend Configuration
Web UI Guide
Tools and Capabilities
MCP Integration
Custom Tools
Background Tool Execution
Code Execution
Code-Based Tools
Skills System
Skills Lifecycle and Consolidation
File Operations
File Operations & Workspace Management
Project Integration & Context Paths
Protected Paths
Memory Filesystem Mode
Sessions & Memory
Interactive Multi-Turn Mode
Memory and Context Management
Orchestration Restart
Graceful Cancellation
Integration & Automation
HTTP Server (OpenAI-Compatible API)
Programmatic API Guide
LLM Agent Automation Guide
General Framework Interoperability
Advanced Features
Increasing Diversity in MassGen
Agent Communication
Hook Framework
Agent Task Planning
Subagents
Planning Mode
Change Documents
Multimodal Capabilities
Computer Use Tools
Terminal Evaluation
Validating Configurations
Logging & Debugging
Reference
Python API & LiteLLM
CLI Reference
YAML Configuration Reference
MCP Server Registry
Configuration Examples
Timeout Configuration
Supported Models & Backends
MassGen vs Other Multi-Agent Tools
MassGen vs CrewAI
MassGen vs LangGraph
MassGen vs AutoGen / AG2
Glossary
Examples
Case Studies
MassGen Case Study Template
MassGen v0.1.8: Automation Mode Enables Meta Self-Analysis
MassGen v0.1.5: Persistent Memory with Semantic Retrieval
MassGen v0.1.3: Downloading and Analyzing Existing MassGen Case Study Videos
MassGen v0.1.1: Custom Tools with GitHub Issue Market Analysis
MassGen v0.0.31: Universal Code Execution via MCP for Testing and Validation
MassGen v0.0.29: MCP Planning Mode for Safe Tool Coordination
MassGen v0.0.28: AG2 Framework Integration with External Agent Adapters
MassGen v0.0.25: Multi-Turn Filesystem Support with Persistent Context
MassGen v0.0.21-v0.0.22: Advanced Filesystem with User Context Path Support
MassGen v0.0.16: Unified Filesystem Support with MCP Integration
MassGen v0.0.15: Gemini MCP Notion Integration
MassGen v0.0.12-0.0.14: Enhanced Logging and Workspace Management
MassGen v0.0.4: Super Intelligence Approaches
MassGen v0.0.4: Comprehensive Algorithm Enumeration
MassGen v0.0.3: Berkeley Agentic AI Summit Summary
MassGen v0.0.3: AI News Synthesis - Cross-Verification and Content Aggregation Excellence
MassGen v0.0.3: Grok-4 HLE Benchmark Cost Analysis - Unanimous Expert Consensus
MassGen v0.0.3: Stockholm Travel Guide - Extended Intelligence Sharing and Comprehensive Convergence
MassGen v0.0.3: Collaborative Creative Writing
MassGen v0.0.3: IMO 2025 AI Winners
Basic Examples
Advanced Patterns
Available Example Configurations
Development
Contributing to MassGen
Writing Configuration Files
Architecture
MassGen Roadmap
Changelog
Developer API Documentation
Agents API
Orchestrator API
Backends API
Formatter API
Tool System API
MCP Tools API
Frontend API
Token Manager API
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.pdf
Orchestrator API
Orchestrator API
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