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peless/claude-thread-continuity: 🧠 Keep your Claude conversations flowing! An MCP server that automatically saves and restores project context when threads hit token limits.

🧠 Claude Thread Continuity MCP Server

Never lose context again! This MCP server automatically saves and restores project state when Claude threads hit token limits, ensuring seamless conversation continuity.

✨ NEW: Anti-Fragmentation System

Version 1.1 introduces intelligent project validation to prevent the common issue of accidentally creating multiple similar projects:

Example Validation in Action 
❌ Project "Hebrew Speaking Evaluation MVP" blocked
✅ Similar project found: "Hebrew Evaluation MVP" (85% similar)
🎯 Recommendation: Update existing project or use force=true

# 1. Clone the repository
git clone https://github.com/peless/claude-thread-continuity.git
cd claude-thread-continuity

# 2. Install dependencies
pip install -r requirements.txt

# 3. Test the enhanced server
python3 test_server.py

# 4. Add to Claude Desktop config
# See setup instructions below
1. Install the MCP Server 
# Create permanent directory
mkdir -p ~/.mcp-servers/claude-continuity
cd ~/.mcp-servers/claude-continuity

# Copy files (or clone repo to this location)
# Place server.py and requirements.txt here
2. Configure Claude Desktop

Edit your Claude Desktop configuration file:

Add this configuration:

{
  "mcpServers": {
    "claude-continuity": {
      "command": "python3",
      "args": ["~/.mcp-servers/claude-continuity/server.py"],
      "env": {}
    }
  }
}
3. Restart Claude Desktop

Close and reopen Claude Desktop. The continuity tools will now be available automatically.

The server automatically saves project state when:

Before saving, the system:

  1. Checks for Similar Names - Uses fuzzy matching to find existing projects
  2. Calculates Similarity - Compares project names with 70% threshold
  3. Provides Recommendations - Suggests consolidation or renaming
  4. Allows Override - Use force: true for edge cases

When starting a new thread:

  1. Load Project: load_project_state: project_name="your-project"
  2. Full Context Restored: All technical decisions, files, and progress restored
  3. Continue Seamlessly: Pick up exactly where you left off
Command Description NEW in v1.1 save_project_state Save current project state ✨ Now with validation load_project_state Restore full project context list_active_projects View all tracked projects get_project_summary Get quick project overview validate_project_name Check for similar project names ✨ NEW auto_save_checkpoint Triggered automatically Starting a New Project (with Validation) 
save_project_state: project_name="my-web-app", current_focus="Setting up React components", technical_decisions=["Using TypeScript", "Vite for bundling"], next_actions=["Create header component", "Set up routing"]
Checking Name Before Creating 
validate_project_name: project_name="my-webapp", similarity_threshold=0.7
Force Override When Needed 
save_project_state: project_name="my-web-app-v2", force=true, current_focus="Starting version 2"
Continuing After Token Limit 
load_project_state: project_name="my-web-app"

Project states are stored locally at:

~/.claude_states/
├── project-name-1/
│   ├── current_state.json
│   └── backup_*.json
└── project-name-2/
    ├── current_state.json
    └── backup_*.json
🏗️ Project State Structure

Each saved state includes:

{
  "project_name": "my-project",
  "current_focus": "What you're working on now",
  "technical_decisions": ["Key choices made"],
  "files_modified": ["List of files created/changed"],
  "next_actions": ["Planned next steps"],
  "conversation_summary": "Brief context summary",
  "last_updated": "2025-06-15T10:30:00Z",
  "version": "1.1",
  "validation_bypassed": false
}
🛡️ Validation Configuration 
validate_project_name: project_name="test-project", similarity_threshold=0.8

Higher threshold = stricter matching (0.9 = 90% similar required) Lower threshold = looser matching (0.5 = 50% similar triggers warning)

  1. Check Claude Desktop logs
  2. Verify Python 3 is in your PATH: python3 --version
  3. Validate JSON config syntax
  4. Restart Claude Desktop completely
Testing the Enhanced Server 
cd ~/.mcp-servers/claude-continuity
python3 test_server.py

The test suite now includes validation testing and will report:

Validation Too Strict: Lower the similarity threshold or use force=true

Permission Errors:

chmod +x ~/.mcp-servers/claude-continuity/server.py

Python Path Issues: Update the config to use full Python path:

{
  "command": "/usr/bin/python3",
  "args": ["~/.mcp-servers/claude-continuity/server.py"]
}

Enhanced test suite includes:

claude-thread-continuity/
├── server.py           # Main MCP server (enhanced with validation)
├── requirements.txt    # Python dependencies
├── test_server.py     # Comprehensive test suite
├── README.md          # This file
├── LICENSE            # MIT License
└── examples/          # Usage examples

Contributions welcome! Please:

  1. Fork the repository
  2. Create a feature branch
  3. Add tests for new functionality
  4. Submit a pull request
Current Development Priorities

MIT License - see LICENSE file for details.

Before v1.1: 😫 Hit token limit → Lose all context → Re-explain everything → Lose momentum

Common Problem: 😤 Create "Hebrew MVP", then "Hebrew Evaluation MVP", then "Hebrew Speaking MVP" → Context scattered across multiple projects

After v1.1: 😎 Hit token limit → Start new thread → load_project_state → Continue seamlessly + Smart validation prevents fragmentation

Perfect for:

Built with ❤️ for the Claude community

Tired of fragmented projects? Version 1.1 keeps your context organized!

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