Sugar

What it does

Sugar provides a sophisticated persistent memory layer and autonomous task execution for AI coding agents. It allows agents to store project-specific decisions, global coding standards, and error patterns, which are then retrieved via semantic search. Additionally, it can autonomously watch GitHub issues, implement fixes, run tests, and open PRs.

Tools

• search_memory: Search both project and global stores for relevant context.
• store_learning: Save new context or guidelines mid-session.
• recall: Retrieve formatted markdown context for a specific topic.
• get_project_context: Get a full summary of the current project including global guidelines.
• list_recent_memories: Browse recently stored knowledge by type.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "sugar": {
      "command": "sugar",
      "args": ["mcp", "memory"]
    }
  }
}

Supported hosts

• Claude Code
• Goose
• OpenCode
• Claude Desktop