Your AI agent starts every session with amnesia. The architecture decisions, conventions, and gotchas you explained last week are gone. Sugar is the
Your AI agent starts every session with amnesia. The architecture decisions, conventions, and gotchas you explained last week are gone. Sugar is the local-first
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{
"mcpServers": {
"sugar": {
"command": "uvx",
"args": ["sugarai"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.
Connect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT.
Transform your AI conversations from lost chat history into a searchable, organized knowledge base. This system captures insights from both ChatGPT
A Model Context Protocol server