Sugar is an autonomous issue resolution tool for AI-assisted development that reads issues, writes fixes, runs tests, and opens pull requests on GitHub.
From the registry: Autonomous AI development system with persistent task queue and background execution
$ python --version$ pipx install sugarai$ sugar initPlease install the `sugar` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Python 3.11+** — Python 3.11 or newer required Run: `python --version`
- **pipx** — Install sugarai via pipx Run: `pipx install sugarai`
- **Project initialization** — Run sugar init in your project directory Run: `sugar init`
Canonical MCP server config (stdio transport):
- command: `sugar`
- args: ["mcp","memory"]
Note: Persistent project memory and autonomous issue resolution. MCP memory server: 5 tools (search_memory, store_learning, recall, get_project_context, list_recent_memories). Task server also available: sugar mcp tasks. Install with semantic search: pipx install 'sugarai[memory]'
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.