Jian AI Lab · 中文EN

NINE FIELDS · 09

Agents, Automation, Data & Local AI

Connect agents, data collection, workflows, automation, and local model infrastructure.

How to use this pageStart with the job you need to finish. Open a research file, then check capability, requirements, license, and actual cost.

CURATED FOR THIS FIELD

34 GitHub projects worth investigating

All projects →

Each project is classified by the value it adds, its research status, requirements, and real operating costs.

Automate workNew discovery

baserow/baserow

Baserow

IN ONE SENTENCE

See what Baserow can add to a real workflow before you install it.

Baserow is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
cloudor Docker; AI 与部分高级能力需额外配置
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

google-research/timesfm

TimesFM

IN ONE SENTENCE

See what TimesFM can add to a real workflow before you install it.

TimesFM is catalogued as open-source model. Read the research file and current GitHub README before using it in production.

Project type
Open-source model
Requirements
Google Sheets、BigQuery; Local需 Python,较大模型可能需要 GPU
Real cost
Actual cost still needs verification.
Automate workNew discovery

NousResearch/hermes-agent

Hermes Agent

IN ONE SENTENCE

See what Hermes Agent can add to a real workflow before you install it.

Hermes Agent is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Windows、macOS、Linux、WSL; 需模型服务orLocal端点
Real cost
Actual cost still needs verification.
Automate workNew discovery

langflow-ai/langflow

Langflow

IN ONE SENTENCE

See what Langflow can add to a real workflow before you install it.

Langflow is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Windows、macOS 桌面版; Local包需 Python 3.10–3.14
Real cost
Actual cost still needs verification.
Automate workNew discovery

a5c-ai/babysitter

Babysitter

IN ONE SENTENCE

See what Babysitter can add to a real workflow before you install it.

Babysitter is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Node.js 20+ 及受支持的编码 Agent
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

teknium1/hermes-pixel-office

Hermes Pixel Office

IN ONE SENTENCE

See what Hermes Pixel Office can add to a real workflow before you install it.

Hermes Pixel Office is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Browseror VS Code; 正式使用需 Hermes Agent
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

NVIDIA/SkillSpector

NVIDIA SkillSpector

IN ONE SENTENCE

See what NVIDIA SkillSpector can add to a real workflow before you install it.

NVIDIA SkillSpector is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
Python、uv or Docker; 语义分析需模型
Real cost
Actual cost still needs verification.
Automate workNew discovery

basicmachines-co/basic-memory

Basic Memory

IN ONE SENTENCE

See what Basic Memory can add to a real workflow before you install it.

Basic Memory is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Browser; Local需 Python 3.12、uv 与 MCP 客户端
Real cost
Actual cost still needs verification.
Automate workNew discovery

ruvnet/ruflo

Ruflo

IN ONE SENTENCE

See what Ruflo can add to a real workflow before you install it.

Ruflo is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Node.js、npx、Codex or Claude Code; 模型与外部服务另配
Real cost
Actual cost still needs verification.
Automate workNew discovery

volcengine/OpenViking

OpenViking

IN ONE SENTENCE

See what OpenViking can add to a real workflow before you install it.

OpenViking is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Browser有演示; self-hosted需 Python 3.10+、模型orLocal Ollama
Real cost
Actual cost still needs verification.
Automate workNew discovery

akitaonrails/ai-memory

AI Memory

IN ONE SENTENCE

See what AI Memory can add to a real workflow before you install it.

AI Memory is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Docker 为主; 也可源码安装,需配置 Agent CLI 与Localor远程server
Real cost
Actual cost still needs verification.
Add capabilityNew discovery

punkpeye/awesome-mcp-servers

Awesome MCP Servers

IN ONE SENTENCE

See what Awesome MCP Servers can add to a real workflow before you install it.

Awesome MCP Servers is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
GitHub 可直接浏览; 安装门槛、账号和密钥因具体 MCP 而异
Real cost
Actual cost still needs verification.
Automate workNew discovery

Panniantong/Agent-Reach

Agent-Reach

IN ONE SENTENCE

Give a command-line agent practical access to the web, YouTube, X, Reddit, GitHub, Bilibili, and Xiaohongshu.

Agent-Reach is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Python 3.10+ / CLI / 任意可执行命令的 Agent
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

browser-use/browser-use

Browser Use

IN ONE SENTENCE

Give an AI an entire browser task so it can open pages, click, fill forms, and extract results.

Browser Use is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Python / Codex / Claude Code / Cursor 等 Agent
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

msitarzewski/agency-agents

agency-agents

IN ONE SENTENCE

Bring ready-made product, design, engineering, marketing, and operations specialists into an agent team.

agency-agents is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Claude Code / Codex 等 Agent 环境
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workResearch queue

n8n-io/n8n

n8n

IN ONE SENTENCE

Connect forms, email, spreadsheets, apps, APIs, and AI into workflows that run on their own.

n8n is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Docker / cloudorLocalserver
Real cost
Fair-code; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

firecrawl/firecrawl

Firecrawl

IN ONE SENTENCE

Search and crawl websites into clean Markdown, structured JSON, or screenshots ready for AI workflows.

Firecrawl is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
Local / cloud / API / n8n
Real cost
AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

activepieces/activepieces

Activepieces

IN ONE SENTENCE

Build visual automations with hundreds of connectors and expose those connectors as tools for agents.

Activepieces is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Docker / cloudorself-hostedserver
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workResearch queue

QwenLM/Qwen-Agent

Qwen-Agent

IN ONE SENTENCE

Turn Qwen conversations into agents that call tools, run code, browse, and work with RAG.

Qwen-Agent is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Python / Gradio / Chrome 扩展
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workResearch queue

langbot-app/LangBot

LangBot

IN ONE SENTENCE

Connect an AI assistant to WeChat, QQ, Feishu, Slack, Discord, Telegram, and other chat platforms.

LangBot is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
Docker / Web 管理台 / 多种聊天平台
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workResearch queue

windmill-labs/windmill

Windmill

IN ONE SENTENCE

Turn scripts into workflows, webhooks, schedules, and internal tools without making every step drag-and-drop.

Windmill is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Docker / Kubernetes / cloudorself-hosted
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workResearch queue

huginn/huginn

Huginn

IN ONE SENTENCE

Watch web pages and events, then trigger follow-up actions with self-hosted IFTTT-style agents.

Huginn is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Ruby / Docker / self-hostedserver
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

langgenius/dify

Dify

IN ONE SENTENCE

See what Dify can add to a real workflow before you install it.

Dify is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
Docker Compose; 至少 2 核 CPU、4GB 内存
Real cost
Actual cost still needs verification.
Automate workNew discovery

dagucloud/dagu

Dagu

IN ONE SENTENCE

Turn scripts and scheduled jobs into observable workflows with dependencies, retries, logs, history, and a web UI.

Dagu is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
macOS / Windows / Linux 单文件程序; 也支持 Docker 与 Kubernetes
Real cost
Actual cost still needs verification.
Cut costsNew discovery

diegosouzapw/OmniRoute

OmniRoute

IN ONE SENTENCE

Route coding agents across model providers and automatically fall back when a quota or service fails.

OmniRoute is catalogued as open-source model. Read the research file and current GitHub README before using it in production.

Project type
Open-source model
Requirements
Desktop / PWA / Local网关; 支持 Claude Code、Codex、Cursor、Cline 等
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capability

bilawalsidhu/gods-eye-view

God's Eye View

IN ONE SENTENCE

Place live and modeled public signals on an explorable photorealistic 3D globe.

God's Eye View is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Node.js 24.14.x or 26.x / Browser; 免费演示可用 OpenStreetMap 与 USGS 数据
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue

zedeus/nitter

Nitter

IN ONE SENTENCE

Read X through a lightweight, privacy-focused front end, while noting that the project is now archived.

Nitter is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Nim / Redis or Valkey / self-hostedserver; 仓库已归档
Real cost
AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capability

tailscale/tailcat

Tailcat

IN ONE SENTENCE

See what Tailcat can add to a real workflow before you install it.

Tailcat is catalogued as open-source project. Read the research file and current GitHub README before using it in production.

Project type
Open-source project
Requirements
Linux / macOS / Windows Go CLI; 另有实验性Browser WASM 演示
Real cost
BSD-3-Clause; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

thedotmack/claude-mem

Claude-Mem

IN ONE SENTENCE

Capture, summarize, and retrieve agent work across sessions as persistent local context.

Claude-Mem is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Node.js 20+ / Claude Code、Codex 等 Agent; 安装器可能配置 Bun 与 uv
Real cost
Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery

LinklyAI/best-skills

Best Skills

IN ONE SENTENCE

Compare Agent Skills by installs, growth, and cross-community buzz using daily open CSV rankings.

Best Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.

Project type
Agent skill
Requirements
GitHub / CSV / GitHub Actions; 排行榜每日自动更新,无需安装
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

CopilotKit/OpenBot

OpenBot

IN ONE SENTENCE

Give each AI coworker an isolated computer while keeping every action policy-checked and auditable.

OpenBot is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
Docker / Bun 1.3+ / PostgreSQL; 需 CopilotKit Intelligence 项目及模型密钥
Real cost
Actual cost still needs verification.
Automate workNew discovery

tintinweb/pi-subagents

pi-subagents

IN ONE SENTENCE

See what pi-subagents can add to a real workflow before you install it.

pi-subagents is catalogued as agent framework or tool. Read the research file and current GitHub README before using it in production.

Project type
Agent framework or tool
Requirements
Pi / Node.js / npm; 具体模型按 Pi 配置
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

HKUDS/AI-Trader

AI-Trader

IN ONE SENTENCE

See what AI-Trader can add to a real workflow before you install it.

AI-Trader is catalogued as workflow automation platform. Read the research file and current GitHub README before using it in production.

Project type
Workflow automation platform
Requirements
Python; 行情、模型、账户和交易环境按 README 配置
Real cost
MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery

openclaw/openclaw

OpenClaw

IN ONE SENTENCE

See what OpenClaw can add to a real workflow before you install it.

OpenClaw is catalogued as open-source platform. Read the research file and current GitHub README before using it in production.

Project type
Open-source platform
Requirements
TypeScript / 多平台; 连接能力与模型按项目配置
Real cost
Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.