Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Research customer feedback, calls, support, surveys and product usage with source citations.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.buildbetter.app在终端中运行这条命令
claude mcp add --transport http buildbetter https://mcp.buildbetter.app粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"buildbetter": {
"url": "https://mcp.buildbetter.app"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"buildbetter": {
"type": "http",
"url": "https://mcp.buildbetter.app"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://mcp.buildbetter.app菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
服务器要求先登录,才会列出它的工具。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 buildbetter-app 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 388 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.1.0)于4天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
AI coding skills enriched with BuildBetter customer evidence.
BuildBetter Skills is a collection of AI coding skills you can install into your favorite AI coding agent. Pick the skills you need -- install only the packs that matter for your workflow. BuildBetter Skills works with Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, and Amazon Q.
npx skills add buildbetter-app/skills
Or install a specific skill:
npx skills add buildbetter-app/skills --skill trust-but-verify
pip install bb-skills
bb-skills install spec-workflow # spec-driven development skills bb-skills install testing # browser testing skills bb-skills install all # everything
This repo also includes a Codex plugin package at plugins/skills/ plus a repo-local marketplace entry at .agents/plugins/marketplace.json. The plugin bundles the same BuildBetter Skills prompts for Codex and includes Playwright MCP wiring for the browser-testing skills.
codex plugin marketplace add buildbetter-app/skills --ref main --sparse .agents/plugins --sparse plugins/skills --sparse plugins/buildbetter-codex
codex plugin add skills@buildbetter
This repo includes separate BuildBetter MCP/CLI plugins for Codex and Claude Code under plugins/buildbetter-codex/ and plugins/buildbetter-claude/. They include BuildBetter-specific skills for MCP routing, customer voice, synthetic research, native surveys, Smart Tags, project triage, and knowledge gaps. They are separate packages because Codex and Claude Code use different plugin manifest directories and remote MCP config schemas.
Codex:
codex plugin marketplace add buildbetter-app/skills --ref main --sparse .agents/plugins --sparse plugins/skills --sparse plugins/buildbetter-codex
codex plugin add buildbetter@buildbetter
Claude Code:
claude plugin marketplace add buildbetter-app/skills --sparse .claude-plugin plugins/buildbetter-claude
claude plugin install buildbetter@buildbetter
The existing Grok/Cursor plugin uses BuildBetter's production MCP and nine public research workflows. For the MCP Registry, Google Connected Apps, Meta, Microsoft 365, Salesforce and AWS preparation, see the distribution guide. Build a reproducible kit with python3 scripts/build_mcp_distribution.py. Provider registration, native-host QA and marketplace approval are separate from building the package.
Skills are installed into your AI coding agent. On platforms with slash commands (Claude Code, Codex, Gemini):
/bb-specify Build a user dashboard with activity feed
/bb-plan /trust-but-verify
On passive platforms (Cursor, Copilot, Windsurf, Amazon Q), skills are injected as context automatically.
You run bb-skills install once per machine. The CLI auto-detects which AI coding platforms you have installed (~/.claude/, ~/.codex/, ~/.gemini/, .cursor/, etc.) and copies skills to all of them in the correct format.
To see what platforms are detected:
bb-skills platforms
To install for a specific platform only:
bb-skills install testing --platform claude
To install a single skill instead of a whole pack:
bb-skills install trust-but-verify
| Pack | Skills | Description |
|---|---|---|
core | bb-skills-update | Update checker (auto-included) |
spec-workflow | bb-specify, bb-plan, bb-review, bb-tasks, bb-clarify, bb-analyze, bb-checklist, bb-constitution, bb-implement | BuildBetter-enriched spec-driven development |
testing | app-navigator, trust-but-verify, generate-tests | Browser-based verification and Playwright test generation |
| Platform | Format | Slash Commands | Install Path |
|---|---|---|---|
| Claude Code | SKILL.md | Yes | ~/.claude/skills/ |
| Codex CLI | SKILL.md | Yes | ~/.codex/skills/ |
| Cursor | .mdc rules | No (passive) | .cursor/rules/ |
| GitHub Copilot | .instructions.md | No (passive) | .github/instructions/ |
| Gemini CLI | .toml | Yes | ~/.gemini/commands/bb-skills/ |
| Windsurf | .md rules | No (passive) | .windsurf/rules/ |
| Amazon Q | .md rules | No (passive) | .amazonq/rules/ |
| Skill | Description |
|---|---|
| bb-skills-update | Checks for available BuildBetter Skills updates via GitHub releases |
| Skill | Description |
|---|---|
| bb-specify | Define what you want to build -- requirements and user stories |
| bb-plan | Create a technical implementation plan with your chosen tech stack |
| bb-review | BuildBetter-first usability and code review |
| bb-tasks | Generate an actionable task list from your implementation plan |
| bb-clarify | Clarify underspecified areas before planning |
| bb-analyze | Cross-artifact consistency and coverage analysis |
| bb-checklist | Generate quality checklists that validate requirements completeness |
| bb-constitution | Create or update project governing principles |
| bb-implement | Execute all tasks to build the feature according to the plan |
| Skill | Description |
|---|---|
| app-navigator | Map application routes, pages, and components for UI/UX audit |
| trust-but-verify | Verify UI/UX and functionality match the original plan |
| generate-tests | Generate reusable Playwright test files from the app map |
The spec-workflow skills can optionally use BuildBetter's customer evidence API to enrich specifications, plans, and reviews with real customer data. This is not required -- all skills work without it. When a BUILDBETTER_API_KEY environment variable is set, the workflow will automatically pull relevant customer insights, feature requests, and pain points into your specs and plans.
To enable it, set the API key in your shell:
export BUILDBETTER_API_KEY=your_key_here
Evidence collection is best-effort and never blocks the workflow. If the key is missing or the API is unreachable, skills continue normally.
To update all installed skills to the latest version:
bb-skills update
| Command | Description |
|---|---|
bb-skills install | Install a skill pack |
bb-skills uninstall | Remove an installed skill pack |
bb-skills update | Update all installed packs to latest |
bb-skills list | List installed packs and skills |
bb-skills platforms | Show supported platforms and install paths |
See CONTRIBUTING.md for guidelines on adding skills, writing adapters, and submitting pull requests.
BuildBetter Skills was inspired by and originally derived from github/spec-kit (MIT License). BuildBetter has significantly extended the original with customer evidence integration, browser testing skills, multi-platform support, and a skill management CLI.
This project is licensed under the MIT License. See LICENSE for details.