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🐜 nano_manus

Implementing some features of Manus with MCP

Shows the Memobase Workflow

nano-manus

Features

  • Small: nano_manus is about 1000 LOC.
  • Using MCP: nano_manus supports loading MCP from docker, npx and Smithery
  • Plan-then-Execute: nano_manus will gather your agents, make the plans and then assign the correct jobs to your agents

Use Cases

nano-manus.mp4
  • Find all .py file and explain them to me
  • Give me the latest weather in SF in last 7 days and save it to csv

Welcome to give more use cases!

QuickStart

Setup

Env

Your .env should look like:

BRAVE_API_KEY=BSAxxxx
JINA_API_KEY=jina_xxxx
OPENAI_API_KEY=sk-proj-XXXXX

Run default nano-manus

uv sync
uv run examples/basic_planner.py

Abilities

  • Search Web (mcp/brave-search, jina-ai-mcp-server)
  • Local files operations (@wonderwhy-er/desktop-commander)
  • Execute codes and commands in your computer (@wonderwhy-er/desktop-commander)
  • (coming soon) Implementing CodeAct
  • (coming soon) Read .pdf, .doc
  • (coming soon) browser use
  • (coming soon) multi-model router (claude, qwen, deepseek...)

Known Issues

  • nano-manus is extremely unstable! My guess is gpt-4o is not that good at tool use.
  • Unable to exit: seem like some MCPs will cause the problems of unable to exit the program when all the tasks were done.
  • nano-manus will operate files and run command on the current dir of your local computer, make sure you don't run it on some important folders.