Each project is classified by the value it adds, its research status, requirements, and real operating costs.
Automate workNew discovery
unopim/unopim
UnoPIM
IN ONE SENTENCESee what UnoPIM can add to a real workflow before you install it.
UnoPIM 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
- PHP、MySQL 与self-hostedserver
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
formbricks/formbricks
Formbricks
IN ONE SENTENCESee what Formbricks can add to a real workflow before you install it.
Formbricks 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; 部分高级功能属于企业版
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
calcom/cal.diy
Cal.diy
IN ONE SENTENCESee what Cal.diy can add to a real workflow before you install it.
Cal.diy 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
- Node.js、Yarn、PostgreSQL; 正式部署还需邮件和域名
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
career-ops-hq/career-ops
Career Ops
IN ONE SENTENCESee what Career Ops can add to a real workflow before you install it.
Career Ops 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
- Node.js 及 Codex、Claude Code 等 AI CLI
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
hmjz100/LinkSwift
LinkSwift
IN ONE SENTENCETurn supported cloud-drive share pages into direct links that work with download managers.
LinkSwift is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source tool
- Requirements
- Browser脚本
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
twentyhq/twenty
Twenty
IN ONE SENTENCEKeep contacts, opportunities, deals, and follow-ups in a customizable self-hosted CRM.
Twenty 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
- Docker Compose / Twenty Cloud
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
medusajs/medusa
Medusa
IN ONE SENTENCECompose products, orders, inventory, payments, and commerce workflows without rebuilding the foundation.
Medusa 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
- Node.js / 数据库 / self-hostedorcloud
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
webstudio-is/webstudio
Webstudio
IN ONE SENTENCECombine visual web building, full CSS control, and any headless CMS in an open Webflow alternative.
Webstudio is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source tool
- Requirements
- Browser / Local开发 / self-hostedcandidate
- Real cost
- AGPL-3.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
knadh/listmonk
listmonk
IN ONE SENTENCEBring subscriber lists, campaigns, templates, and bulk email delivery onto your own server.
listmonk 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
- 单文件程序 / PostgreSQL / Docker
- 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
1Panel-dev/CordysCRM
Cordys CRM
IN ONE SENTENCEManage leads, customers, orders, invoices, and payments in a self-hosted CRM with agent-accessible workflows.
Cordys CRM 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 server / Docker / Browser; 也可通过 1Panel 安装
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
eracle/OpenOutreach
OpenOutreach
IN ONE SENTENCESee what OpenOutreach can add to a real workflow before you install it.
OpenOutreach 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
- CLI; Python 3.11+、数据提供商与 LLM 配置; 需要理解目标客户和合规触达
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
nexscope-ai/eCommerce-Skills
eCommerce-Skills
IN ONE SENTENCESee what eCommerce-Skills can add to a real workflow before you install it.
eCommerce-Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- Claude Code、Codex、Cursor、OpenClaw 等agents with Skills support; 部分任务仍需店铺or市场数据
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
pkp666/product-ai-listing-studio
Product AI Listing Studio
IN ONE SENTENCESee what Product AI Listing Studio can add to a real workflow before you install it.
Product AI Listing Studio 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
- Streamlit / Python; 视频路线还需 Remotion; 生成图片、文案和视频需配置相应模型or工作流
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
iPythoning/b2b-sdr-agent-template
B2B SDR Agent Template
IN ONE SENTENCESee what B2B SDR Agent Template can add to a real workflow before you install it.
B2B SDR Agent Template 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
- OpenClaw、server、模型 Key、WhatsApp/Telegram/邮箱与 CRM 配置; 需技术人员首次部署和合规管理
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
misbahsy/AuraFarm
AuraFarm
IN ONE SENTENCESee what AuraFarm can add to a real workflow before you install it.
AuraFarm 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
- Node.js / npm; Mock 模式无需模型 Key,真实图片和视频生成需 Runway API
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
DannylydST/sorftime-seller-agent
Sorftime Seller Agent
IN ONE SENTENCESee what Sorftime Seller Agent can add to a real workflow before you install it.
Sorftime Seller 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
- Claude Code、Codex、Cursor、OpenClaw 等 MCP 客户端; 需 Sorftime 数据服务账号与网络连接
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
nexscope-ai/Amazon-Skills
Amazon Skills
IN ONE SENTENCESee what Amazon Skills can add to a real workflow before you install it.
Amazon Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- 支持 Agent Skills 的 Claude Code、Codex、Cursor、Windsurf or OpenClaw; 部分任务需真实店铺和市场数据
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
BWB03/amazon-catalog-cli
Amazon Catalog CLI
IN ONE SENTENCESee what Amazon Catalog CLI can add to a real workflow before you install it.
Amazon Catalog CLI is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source tool
- Requirements
- Python 3.10+; 需从 Seller Central 导出 XLSX/XLSM,实时差异功能需登录 Cookie
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
zach22-1999/lingxing-mcp
Lingxing MCP
IN ONE SENTENCESee what Lingxing MCP can add to a real workflow before you install it.
Lingxing MCP 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
- 需领星超级管理员、OpenAPI 凭据和白名单; 团队共享主路线还需固定出口云server与 MCP 客户端
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
Vanszs/tiktok-viral-factory
TikTok Viral Factory
IN ONE SENTENCESee what TikTok Viral Factory can add to a real workflow before you install it.
TikTok Viral Factory is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- Python 3.11+、FFmpeg; 需 Kling、ElevenLabs、TikTok 等服务账号or密钥
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
XiaomingX/ai-money-maker-handbook
AI 赚钱方法手册
IN ONE SENTENCESee what AI 赚钱方法手册 can add to a real workflow before you install it.
AI 赚钱方法手册 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
- Web阅读; 可直接浏览中文资料,也可克隆到Local交给 Agent 检索整理
- 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
kaomei/kid-papercraft
Kid Papercraft
IN ONE SENTENCESee what Kid Papercraft can add to a real workflow before you install it.
Kid Papercraft is catalogued as open-source video tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source video tool
- Requirements
- agents with Skills support; 生成过程需要相应的图片、视频or模型能力
- 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
runtimepoet/simplecard
SimpleCard
IN ONE SENTENCESee what SimpleCard can add to a real workflow before you install it.
SimpleCard 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
- self-hosted; Spring Boot、Next.js、PostgreSQL; 支持易支付聚合与self-hosted USDT 网关
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
Fei-Away/Codex-Dream-Skin
Codex Dream Skin
IN ONE SENTENCESee what Codex Dream Skin can add to a real workflow before you install it.
Codex Dream Skin is catalogued as open-source tool. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source tool
- Requirements
- macOS / Windows; 需要官方 Codex Desktop; 普通用户可下载安装包
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capability
muzhi-888/ai-side-hustle-checker
AI 副业变现自检器
IN ONE SENTENCESee what AI 副业变现自检器 can add to a real workflow before you install it.
AI 副业变现自检器 is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- agents with Skills support; 项目本体是一份 SKILL.md 指令,不是带按钮的独立软件
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.