Each project is classified by the value it adds, its research status, requirements, and real operating costs.
Add capabilityNew discovery
Gitlawb/openclaude
OpenClaude
IN ONE SENTENCESee what OpenClaude can add to a real workflow before you install it.
OpenClaude 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; Node.js 22+及模型配置
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
VoltAgent/awesome-design-md
Awesome DESIGN.md
IN ONE SENTENCESee what Awesome DESIGN.md can add to a real workflow before you install it.
Awesome DESIGN.md 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 可阅读; 实际制作需编码 Agent 和前端项目
- Real cost
- Actual cost still needs verification.
Automate workNew discovery
ChromeDevTools/chrome-devtools-mcp
Chrome DevTools MCP
IN ONE SENTENCESee what Chrome DevTools MCP can add to a real workflow before you install it.
Chrome DevTools 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
- Node.js LTS、Chrome、支持 MCP 的编码 Agent
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
pacifio/atlas
Atlas
IN ONE SENTENCESee what Atlas can add to a real workflow before you install it.
Atlas 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
- Desktop、Git 项目及受支持的编程 Agent
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
affaan-m/ECC
ECC
IN ONE SENTENCESee what ECC can add to a real workflow before you install it.
ECC 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 18+、Git 及受支持的编码 Agent
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
addyosmani/agent-skills
Agent Skills by Addy Osmani
IN ONE SENTENCESee what Agent Skills by Addy Osmani can add to a real workflow before you install it.
Agent Skills by Addy Osmani is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- Codex、Claude Code、Cursor 等; 支持 npx 安装
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
cathrynlavery/diagram-design
Diagram Design
IN ONE SENTENCESee what Diagram Design can add to a real workflow before you install it.
Diagram Design 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; 导出 PNG 需Browseror转换工具
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
mattpocock/skills
Matt Pocock Skills
IN ONE SENTENCESee what Matt Pocock Skills can add to a real workflow before you install it.
Matt Pocock Skills is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- Codex、Claude Code 等agents with Skills support; 安装通常需 Node.js/npx
- Real cost
- Actual cost still needs verification.
Add capabilityTesting
NanoNets/Graft
Graft
IN ONE SENTENCEMap symbols, calls, files, and relationships so coding agents can understand a repository before editing it.
Graft 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 / Cursor / Codex / Gemini; LocalCLI与 MCP
- 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
mcncarl/agent-memory-vault
Agent Memory Vault
IN ONE SENTENCEGive Claude Code and Codex a shared, traceable, and reversible long-term memory store.
Agent Memory Vault 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+ / Git; Windows / macOS / Linux
- Real cost
- MIT; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workTesting
swordluan8-hash/token-aware-orchestrator
Token-Aware-Orchestrator
IN ONE SENTENCESet context budgets and execution routes so coding agents spend tokens on information that changes the result.
Token-Aware-Orchestrator 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
- macOS / Linux / 已登录的 Codex CLI
- 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
Aider-AI/aider
Aider
IN ONE SENTENCEMake precise multi-file changes in an existing repository, run checks, and keep the work tied to Git.
Aider 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
- macOS / Windows / Linux / 终端or IDE
- 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
oraios/serena
Serena
IN ONE SENTENCELet coding agents navigate by symbols and code structure instead of repeatedly reading entire files.
Serena 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
- MCP / 支持 Agent 的开发环境
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Automate workNew discovery
OpenHands/OpenHands
OpenHands
IN ONE SENTENCERun software-development agents in isolated environments from a self-hosted control surface.
OpenHands 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
- Local / Docker / cloud; 需连接模型
- 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
dyad-sh/dyad
Dyad
IN ONE SENTENCEBuild apps by conversation like Lovable or v0 while keeping code, preview, and model keys on your computer.
Dyad 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
- Real cost
- Apache-2.0; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Cut costsResearch queue
firecrawl/open-lovable
Open Lovable
IN ONE SENTENCERebuild or generate React applications through conversation with your own model choices.
Open Lovable 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 / Local Web / Vercel candidate
- 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
GrapesJS/grapesjs
GrapesJS
IN ONE SENTENCEEmbed components, styles, layers, assets, and storage into your own visual website editor.
GrapesJS 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
- JavaScript / Browser / 可嵌入应用
- Real cost
- BSD-3-Clause; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
anomalyco/opencode
OpenCode
IN ONE SENTENCESee what OpenCode can add to a real workflow before you install it.
OpenCode 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
- macOS / Windows / Linux; 终端or IDE; 需模型服务
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
Amery2010/open-builder
Open Builder
IN ONE SENTENCEDescribe a web app in natural language, preview the generated project live, and keep the code as a downloadable project.
Open Builder 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演示; Desktop支持 macOS / Windows / Linux; Local开发需 Node.js、pnpm
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
usestrix/strix
Strix
IN ONE SENTENCELet AI agents test authorized applications like penetration testers and return evidence with remediation guidance.
Strix 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
- Python / Docker / Localorserver; 仅限获授权目标
- 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
0xSteph/pentest-ai
Pentest AI
IN ONE SENTENCERequire every AI-found vulnerability to survive a replayable machine verification step.
Pentest AI 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 / Localorserver; 仅限自有or获授权目标
- 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
Untrivial-ai/agent-orchestrator
Agent Orchestrator
IN ONE SENTENCEPlan work, spawn coding agents, and coordinate CI fixes, merge conflicts, and reviews from one IDE.
Agent Orchestrator 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
- Go / Local Agent IDE / Git 与 CI 工作流
- 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 capability
tt-a1i/archify
Archify
IN ONE SENTENCETurn a system description or repository into a verified, interactive architecture map with crisp exports.
Archify is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- Codex CLI / Claude Code / Cursor / OpenCode / Raven; 需 Node.js 与可运行 Skill 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
tt-a1i/matt-skills-with-to-goal
Matt Skills with To-Goal
IN ONE SENTENCESee what Matt Skills with To-Goal can add to a real workflow before you install it.
Matt Skills with To-Goal is catalogued as agent skill. Read the research file and current GitHub README before using it in production.
- Project type
- Agent skill
- Requirements
- Codex App / Claude Code 等支持 Agent Skills 的环境; 自动 Fork 闭环另需 Codex Task Messenger; 项目首次使用需初始化约定
- 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
JetBrains/go-modern-guidelines
Go Modern Guidelines
IN ONE SENTENCEHelp coding agents choose modern Go idioms that remain compatible with the project's go.mod version.
Go Modern Guidelines 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
- Go toolchain / Codex、Claude Code、Cursor、Junie 等编码 Agent
- 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
anthropics/claude-plugins-official
Claude Plugins Official
IN ONE SENTENCEDiscover and install Claude Code plugins from Anthropic's officially managed directory.
Claude Plugins Official 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 Code / 插件系统 / 逐项审查第三方插件
- 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
DietrichGebert/ponytail
Ponytail
IN ONE SENTENCEPush coding agents toward the smallest safe implementation and away from unnecessary abstractions.
Ponytail 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 等编码 Agent; 安装后需检查 hooks 并开新会话
- 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
ConardLi/garden-skills
Garden Skills
IN ONE SENTENCEAdd reusable web-design, image, research, and presentation skills to coding agents.
Garden 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 / Cursor / Codex / Gemini / OpenCode 等agents with Skills support
- 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
google/googletest
GoogleTest
IN ONE SENTENCEOrganize C++ assertions, parameterized tests, mocks, and regression suites with Google's mature framework.
GoogleTest 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
- C++17 / CMake or兼容构建系统
- Real cost
- BSD-3-Clause; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.
Add capabilityNew discovery
abhigyanpatwari/GitNexus
GitNexus
IN ONE SENTENCETurn an unfamiliar repository into a navigable code graph before asking an agent to make changes.
GitNexus 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可直接体验; CLI/MCP 路线需 Node.js 与 npm
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
cursor/plugins
Cursor Plugins
IN ONE SENTENCEAdd official email, drive, calendar, review, learning, and automation plugins to Cursor.
Cursor Plugins 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
- Cursor; 具体插件可能需要对应服务账号与授权
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
abi/screenshot-to-code
Screenshot to Code
IN ONE SENTENCEConvert screenshots, URLs, and screen recordings into editable front-end code for a fast first prototype.
Screenshot to Code 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
- Browseror Docker; 生成需配置支持视觉的模型服务
- Real cost
- Actual cost still needs verification.
Add capabilityNew discovery
anthropics/skills
Anthropic Skills
IN ONE SENTENCESee what Anthropic Skills can add to a real workflow before you install it.
Anthropic 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 / agents with Skills support
- 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
obra/superpowers
Superpowers
IN ONE SENTENCESee what Superpowers can add to a real workflow before you install it.
Superpowers 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
- agents with Skills support; 具体模型与运行环境按仓库说明
- Real cost
- Open-source; models, APIs, compute, storage, hosting, and maintenance may add real costs. Verify the repository license and current service terms.