design

jiuwenswarm: AI Agent Bringing LLM Power to Your Daily Apps

Name: jiuwenswarm: AI Agent Bringing LLM Power to Your Daily Apps
Author: openJiuwen-ai

Boost productivity with jiuwenswarm, an AI agent that lets founders access large language model insights via everyday communication tools. 6.0k+ GitHub stars.

From the repo · “JiuwenSwarm is an intelligent AI Agent built on openJiuwen. It extends the powerful capabilities of large language models directly to your fingertips through various communication apps you use daily.”

7,866 stars+1,301★ this week1,117 forksPythonGuide quality 8/10 · reviewed Oct 8Updated 10/22/2026100% free · open source

What it does

JiuwenSwarm integrates large language model capabilities directly into daily communication apps for enhanced user experience and productivity

When to use it

•When you need to leverage AI capabilities in everyday apps
•When integrating large language models into existing workflows and tools
•When you want to extend the functionality of your communication apps with AI

Ready-to-paste prompt

python run.py --app whatsapp --prompt 'Summarize the conversation about the project proposal'

Heads up: You need to obtain an API key from openJiuwen for authenticating the JiuwenSwarm agent, which may require a paid subscription for full functionality

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/jiuwenswarm && curl -fsSL https://workflowstacks.com/api/skills/jiuwenswarm/claude-skill -o ~/.claude/skills/jiuwenswarm/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How jiuwenswarm: AI Agent Bringing LLM Power to Your Daily Apps works

Codeflow

Free to inspect

Jiuwenswarm: AI Agent Bringing LLM Power to Your Daily Apps is a very large Python project (~631k lines across 2074 code files, plus 971 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Apache-2.0 license, has a test suite.

Size

Very large codebase

~631k lines · 2074 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Python

No API keys detected

Python 69%TypeScript 22%JavaScript 4%CSS 2%HTML 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
jiuwenswarm/app.py
Where the program starts running
3
pyproject.toml
Dependencies and the commands it exposes
4
jiuwenswarm/__init__.py
Inside jiuwenswarm/ — the main logic begins here

What's in each folder

jiuwenswarm/Core code — the actual logic2862 files

packages/Sub-packages / plugins6 files

docs/Documentation420 files

jiuwenbox/Folder84 files

scripts/Helper scripts42 files

deploy/Deployment / infrastructure19 files

sdks/SDKs / client libraries15 files

docker/Deployment / infrastructure3 files

READMEHas testsDocumentedNo CIApache-2.0 licenseUpdated this month