Each project is classified by the value it adds, its research status, requirements, and real operating costs.
Add capabilityNew discovery
Osmantic/ODS
ODS
IN ONE SENTENCESee what ODS can add to a real workflow before you install it.
ODS 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
- Windows、macOS、Linux; 需下载模型并准备相应硬件
- Real cost
- Actual cost still needs verification.
Cut costsNew discovery
magnitudedev/magnitude
Magnitude
IN ONE SENTENCESee what Magnitude can add to a real workflow before you install it.
Magnitude 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
- macOS、Linux or WSL; 需足够内存、存储和模型下载空间
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
netease-youdao/LobsterAI
LobsterAI
IN ONE SENTENCESee what LobsterAI can add to a real workflow before you install it.
LobsterAI 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
- Windows、macOS; 部分任务需模型及平台账号
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
Astro-Han/pawwork
PawWork
IN ONE SENTENCESee what PawWork can add to a real workflow before you install it.
PawWork is catalogued as open-source productivity suite. Read the research file and current GitHub README before using it in production.
- Project type
- Open-source productivity suite
- Requirements
- macOS、Windows x64; Windows 包尚未签名
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
anthropics/claude-plugins-community
Claude Plugins Community
IN ONE SENTENCESee what Claude Plugins Community can add to a real workflow before you install it.
Claude Plugins Community 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
- Claude Cowork or Claude Code; 第三方插件账号与费用分别核验
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
ChatGPTNextWeb/NextChat
NextChat
IN ONE SENTENCEPut OpenAI, Claude, Gemini, DeepSeek, and local models inside one lightweight cross-platform chat client.
NextChat 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
- Web / iOS / macOS / Windows / Linux / Android
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
PlexPt/awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南
IN ONE SENTENCELearn from practical Chinese prompt examples and turn vague requests into clear, usable instructions.
ChatGPT 中文调教指南 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 / any chat AI
- 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
ollama/ollama
Ollama
IN ONE SENTENCERun open models locally with one command, then connect them to chat apps, coding agents, and automations.
Ollama 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
- macOS / Windows / Linux / Docker
- 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
open-webui/open-webui
Open WebUI
IN ONE SENTENCEGive local models and multiple APIs one self-hosted workspace for chat, knowledge, memory, and tools.
Open WebUI 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 / Python / Kubernetes; Local电脑orserver
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityResearch queue
CherryHQ/cherry-studio
Cherry Studio
IN ONE SENTENCEBring cloud models, Ollama, assistants, documents, and MCP tools into one desktop client.
Cherry Studio 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
- Windows / macOS / Linux
- 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 capabilityNew discovery
AmintaCCCP/GithubStarsManager
GithubStarsManager
IN ONE SENTENCETurn hundreds of GitHub stars into AI summaries, useful categories, semantic search, and a release watchlist.
GithubStarsManager 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 / Linux Desktop; 也可 Docker orWeb部署
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
tinyhumansai/openhuman
OpenHuman
IN ONE SENTENCEBring long-term memory, research, workflows, and agent teams into one personal AI desktop workspace.
OpenHuman 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 / Linux 安装包; 部分连接与模型能力需账号or密钥
- Real cost
- Actual cost still needs verification.
Cut costsNew discovery
tashfeenahmed/freellmapi
FreeLLMAPI
IN ONE SENTENCEPut provider free-tier keys behind one compatible endpoint with automatic fallback and usage tracking.
FreeLLMAPI 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
- macOS / Windows Desktop,or Docker; 需分别申请各提供商钥匙
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
VoltAgent/awesome-agent-skills
Awesome Agent Skills
IN ONE SENTENCEBrowse more than a thousand real-world Agent Skills by purpose instead of searching repositories blindly.
Awesome Agent Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- Web可直接浏览; 安装需支持 Agent Skills 的客户端
- Real cost
- Actual cost still needs verification.