awesome-cloudbase-exam…
33 skills3 commands3 MCP+2+1+1+1433
@tencentcloudbaseDevelopment
Plugin
cloudbase-ai-toolkit
Gives AI coding tools a CloudBase integration layer, with skills that guide how code is written and MCP tools that manage databases, cloud functions, storage, and deploys from chat.
Plugin Signal91/100Strong
maintained100
capable87
documented100
adopted65
Claude Code
> /plugin marketplace add TencentCloudBase/CloudBase-AI-Toolkit
Codex
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ai-model-nodejs ai-model-web ai-model-wechat auth-nodejs-cloudbase auth-tool-cloudbase auth-web-cloudbase auth-wechat-miniprogram cloud-api-operations cloud-functions cloud-storage-web cloudbase-agent cloudbase-cli cloudbase-code-review cloudbase-declarative-deploy cloudbase-document-database-in-wechat-miniprogram cloudbase-document-database-web-sdk cloudbase-mcp cloudbase-platform cloudbase-wechat-integration cloudrun-development http-api-cloudbase minimal-web-baas-demo miniprogram-development ops-inspector postgresql-best-practices-cloudbase postgresql-development-cloudbase relational-database-mcp-cloudbase relational-database-web-cloudbase spec-workflow ui-design web-development cloudbase cloudbase-sites-runtime api-contract-review cloud-api-recipe-authoring codebase-audit codebuddy-ide-mcp-upgrade doc-freshness-review docs-workflows git-workflows manage-local-skills mcp-attribution-worktree planning-workflows pr-review-fix review-automation-orchestrator skill-authoring -a codex
Cursor
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ai-model-nodejs ai-model-web ai-model-wechat auth-nodejs-cloudbase auth-tool-cloudbase auth-web-cloudbase auth-wechat-miniprogram cloud-api-operations cloud-functions cloud-storage-web cloudbase-agent cloudbase-cli cloudbase-code-review cloudbase-declarative-deploy cloudbase-document-database-in-wechat-miniprogram cloudbase-document-database-web-sdk cloudbase-mcp cloudbase-platform cloudbase-wechat-integration cloudrun-development http-api-cloudbase minimal-web-baas-demo miniprogram-development ops-inspector postgresql-best-practices-cloudbase postgresql-development-cloudbase relational-database-mcp-cloudbase relational-database-web-cloudbase spec-workflow ui-design web-development cloudbase cloudbase-sites-runtime api-contract-review cloud-api-recipe-authoring codebase-audit codebuddy-ide-mcp-upgrade doc-freshness-review docs-workflows git-workflows manage-local-skills mcp-attribution-worktree planning-workflows pr-review-fix review-automation-orchestrator skill-authoring -a cursor
Gemini CLI
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ai-model-nodejs ai-model-web ai-model-wechat auth-nodejs-cloudbase auth-tool-cloudbase auth-web-cloudbase auth-wechat-miniprogram cloud-api-operations cloud-functions cloud-storage-web cloudbase-agent cloudbase-cli cloudbase-code-review cloudbase-declarative-deploy cloudbase-document-database-in-wechat-miniprogram cloudbase-document-database-web-sdk cloudbase-mcp cloudbase-platform cloudbase-wechat-integration cloudrun-development http-api-cloudbase minimal-web-baas-demo miniprogram-development ops-inspector postgresql-best-practices-cloudbase postgresql-development-cloudbase relational-database-mcp-cloudbase relational-database-web-cloudbase spec-workflow ui-design web-development cloudbase cloudbase-sites-runtime api-contract-review cloud-api-recipe-authoring codebase-audit codebuddy-ide-mcp-upgrade doc-freshness-review docs-workflows git-workflows manage-local-skills mcp-attribution-worktree planning-workflows pr-review-fix review-automation-orchestrator skill-authoring -a gemini-cli
GitHub Copilot
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ai-model-nodejs ai-model-web ai-model-wechat auth-nodejs-cloudbase auth-tool-cloudbase auth-web-cloudbase auth-wechat-miniprogram cloud-api-operations cloud-functions cloud-storage-web cloudbase-agent cloudbase-cli cloudbase-code-review cloudbase-declarative-deploy cloudbase-document-database-in-wechat-miniprogram cloudbase-document-database-web-sdk cloudbase-mcp cloudbase-platform cloudbase-wechat-integration cloudrun-development http-api-cloudbase minimal-web-baas-demo miniprogram-development ops-inspector postgresql-best-practices-cloudbase postgresql-development-cloudbase relational-database-mcp-cloudbase relational-database-web-cloudbase spec-workflow ui-design web-development cloudbase cloudbase-sites-runtime api-contract-review cloud-api-recipe-authoring codebase-audit codebuddy-ide-mcp-upgrade doc-freshness-review docs-workflows git-workflows manage-local-skills mcp-attribution-worktree planning-workflows pr-review-fix review-automation-orchestrator skill-authoring -a github-copilot
OpenCode
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ai-model-nodejs ai-model-web ai-model-wechat auth-nodejs-cloudbase auth-tool-cloudbase auth-web-cloudbase auth-wechat-miniprogram cloud-api-operations cloud-functions cloud-storage-web cloudbase-agent cloudbase-cli cloudbase-code-review cloudbase-declarative-deploy cloudbase-document-database-in-wechat-miniprogram cloudbase-document-database-web-sdk cloudbase-mcp cloudbase-platform cloudbase-wechat-integration cloudrun-development http-api-cloudbase minimal-web-baas-demo miniprogram-development ops-inspector postgresql-best-practices-cloudbase postgresql-development-cloudbase relational-database-mcp-cloudbase relational-database-web-cloudbase spec-workflow ui-design web-development cloudbase cloudbase-sites-runtime api-contract-review cloud-api-recipe-authoring codebase-audit codebuddy-ide-mcp-upgrade doc-freshness-review docs-workflows git-workflows manage-local-skills mcp-attribution-worktree planning-workflows pr-review-fix review-automation-orchestrator skill-authoring -a opencode
Windsurf
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill ai-model-nodejs ai-model-web ai-model-wechat auth-nodejs-cloudbase auth-tool-cloudbase auth-web-cloudbase auth-wechat-miniprogram cloud-api-operations cloud-functions cloud-storage-web cloudbase-agent cloudbase-cli cloudbase-code-review cloudbase-declarative-deploy cloudbase-document-database-in-wechat-miniprogram cloudbase-document-database-web-sdk cloudbase-mcp cloudbase-platform cloudbase-wechat-integration cloudrun-development http-api-cloudbase minimal-web-baas-demo miniprogram-development ops-inspector postgresql-best-practices-cloudbase postgresql-development-cloudbase relational-database-mcp-cloudbase relational-database-web-cloudbase spec-workflow ui-design web-development cloudbase cloudbase-sites-runtime api-contract-review cloud-api-recipe-authoring codebase-audit codebuddy-ide-mcp-upgrade doc-freshness-review docs-workflows git-workflows manage-local-skills mcp-attribution-worktree planning-workflows pr-review-fix review-automation-orchestrator skill-authoring -a windsurf
Stats
1,163
Stars
148
Forks
Active
Maintenance
TypeScript
Language
MIT
License
Last commit
Created
In this plugin
- skills
- ai-model-nodejs
- ai-model-web
- ai-model-wechat
- auth-nodejs-cloudbase
- auth-tool-cloudbase
- auth-web-cloudbase
- auth-wechat-miniprogram
- cloud-api-operations
- cloud-functions
- cloud-storage-web
- cloudbase-agent
- cloudbase-cli
- cloudbase-code-review
- cloudbase-declarative-deploy
- cloudbase-document-database-in-wechat-miniprogram
- cloudbase-document-database-web-sdk
- cloudbase-mcp
- cloudbase-platform
- cloudbase-wechat-integration
- cloudrun-development
- http-api-cloudbase
- minimal-web-baas-demo
- miniprogram-development
- ops-inspector
- postgresql-best-practices-cloudbase
- postgresql-development-cloudbase
- relational-database-mcp-cloudbase
- relational-database-web-cloudbase
- spec-workflow
- ui-design
- web-development
- cloudbase
- cloudbase-sites-runtime
- api-contract-review
- cloud-api-recipe-authoring
- codebase-audit
- codebuddy-ide-mcp-upgrade
- doc-freshness-review
- docs-workflows
- git-workflows
- manage-local-skills
- mcp-attribution-worktree
- planning-workflows
- pr-review-fix
- review-automation-orchestrator
- skill-authoring
- agents
- commands
- MCP
What's inside
46 Skills
/ai-model-nodejsUse this skill for Node.js backend AI via @cloudbase/node-sdk (>=3.16.0) — cloud functions, CloudRun, Express/Koa/NestJS, serverless APIs, scheduled jobs, LLM proxies, agent orchestration. The only SDK supporting image generation (ai.createImageModel + generateImage). Text via/ai-model-webUse this skill when a browser/Web app (React, Vue, Next, Nuxt, static sites, SPAs, dashboards, AI chat UI, 页面, 前端, 网页) needs AI models via @cloudbase/js-sdk. Default routing for Web/frontend AI — call directly from the browser, do NOT propose a Node.js proxy. Covers generateText/ai-model-wechatUse this skill for WeChat Mini Program AI via wx.cloud.extend.AI (小程序, wx.cloud apps). Covers generateText and streamText with callbacks (onText, onEvent, onFinish); streamText needs a data wrapper, generateText returns the raw response. Models via wx.cloud.extend.AI.createModel
- /auth-nodejs-cloudbase
- /auth-tool-cloudbase
- /auth-web-cloudbase
- /auth-wechat-miniprogram
- /cloud-api-operations
- /cloud-functions
- /cloud-storage-web
- /cloudbase-agent
- /cloudbase-cli
- /cloudbase-code-review
- /cloudbase-declarative-deploy
- /cloudbase-document-database-in-wechat-miniprogram
- /cloudbase-document-database-web-sdk
- /cloudbase-mcp
- /cloudbase-platform
- /cloudbase-wechat-integration
- /cloudrun-development
- /http-api-cloudbase
- /minimal-web-baas-demo
- /miniprogram-development
- /ops-inspector
- /postgresql-best-practices-cloudbase
- /postgresql-development-cloudbase
- /relational-database-mcp-cloudbase
- /relational-database-web-cloudbase
- /spec-workflow
- /ui-design
- /web-development
- /cloudbase
- /cloudbase-sites-runtime
- /api-contract-review
- /cloud-api-recipe-authoring
- /codebase-audit
- /codebuddy-ide-mcp-upgrade
- /doc-freshness-review
- /docs-workflows
- /git-workflows
- /manage-local-skills
- /mcp-attribution-worktree
- /planning-workflows
- /pr-review-fix
- /review-automation-orchestrator
- /skill-authoring
8 Agents
cloudbase-architectSpecializes in CloudBase project architecture — scenario selection (Web/Mini Program/CloudRun/Database), tech stack decisions, database backend selection (NoSQL/MySQL/PostgreSQL), auth strategy. Use when designing new CloudBase projects, choosing between scenarios, or planningcloudbase-deployment-expertSpecializes in CloudBase deployment — cloud function deploy/debug, static hosting upload, CloudRun service management. Use when troubleshooting deployments, checking build logs, or diagnosing runtime errors.cloud-fullstack-expertDeliver production-grade services on Tencent CloudBase (腾讯云开发 / 微信云开发) in any language: 后端 API, 微服务 microservices, 数据管道 data pipelines, 定时任务 cron jobs, WebSocket 长连接服务, 爬虫, 高并发接口 — written in Java / Go / Rust / C++ / Python / Node.js / PHP / .NET / Ruby, and deployed to 云托管
7 Commands
README
CloudBase AI Toolkit
AI writes the code. CloudBase runs the backend.
The CloudBase integration layer for AI coding tools: Plugin installs the stack, Skills steer how code is written, MCP operates databases, functions, storage, and deploys from chat.
English · 简体中文 · [Docs][docs] · [Changelog][changelog] · [Issues][github-issues-link]
[![][npm-version-shield]][npm-link] [![][npm-downloads-shield]][npm-link] [![][github-stars-shield]][github-stars-link] [![][github-forks-shield]][github-forks-link] [![][github-issues-shield]][github-issues-link] ![][github-license-shield] ![][github-contributors-shield] [![][cnb-shield]][cnb-link] [![][deepwiki-shield]][deepwiki-link]
Recent updates
v2.36.x (2026-10)
- MCP Apps: three panels arrive — get-started, environment usage and deployment result — shipped experimental and off by default; set
CLOUDBASE_MCP_UI=onto try them - Safety: deletes, destructive SQL and the matching
callCloudApidelete actions pause for a confirmation that names the target; a credential-shaped argument gets one delta check (length plus a sha256 fingerprint, never the value itself) - Environment: the usage panel gains a metrics view (QPS, invocations, errors, timeouts, MySQL and CloudRun load) with human names, and MySQL provisioning is retired from the tool surface
- Onboarding: every
initializeresponse carriesinstructionswith the first read-only call to make; the remote setup docs now lead with OAuth
v2.35.x (2026-10)
- Hosted / Auth: each hosted MCP request runs on its own transport with client metadata cached per credential, and a project-level credential now takes precedence over the account login state
- Tools / Skills: MySQL provisioning is retired from the tool surface; every skill package ships a
LICENSE.mdnext toSKILL.md; a new MCP reference skill documents the remote endpoints, the plugin flags and the tool schemas - Feedback:
prepareFeedbackreturns the repository's new-issue page instead of an auto-filled error report, and a hosted server now enables the same default plugin set as a local one - Onboarding / Docs: every
initializeresponse now carries serverinstructions— the call to make first, the order a first run needs, and prompts that can be copied verbatim; the remote setup docs now lead with OAuth, so the URL alone is the configuration and a key pair is the CI path
v2.34.x (2026-09)
- i18n / IDE: full tool-copy localization with an instance-level
lang, plusauthsite/regionparams so international-site login and region routing resolve correctly - Cloud API:
callCloudApiservice allowlist widened to 57 with built-in version mapping (multi-version services such astke/mongodb/vodrequire an explicitversion) - Deploy / Env: new
appBuildtool with hosting build neutralization;queryEnvreports the region actually applied anddomainshonors a passed envId - Skills / Docs: skill fallback reads now point at the official distribution repo with a references address list; SDK-first database decision gate for cloudrun; site doc links moved to the current Markdown addresses; post-deployment share offered after delivery in the expert packs and the deploy skills (opt-in, redacted, at most once)
- Deploy / Apps: the cloud upload channel now completes end to end (
deployAppaccepts the timestampgetUploadUrlreturns,getBuildLogaccepts the build ID a deploy returns), and gateway route creation verifies the upstream exists before writing - Skills / Context: new PostgreSQL access-pattern best-practices skill (batching, indexes, RLS role gating, launch capacity);
searchKnowledgeBase's inline skill / OpenAPI catalogs now load on demand, cutting the 43-tool surface by 9.1% on everytools/list - Runtime / Hosting: CloudRun Function mode must not bind
PORT(the function framework does) and gets a credential decision gate namingCLOUDBASE_APIKEY; hosting paths and prefixes are normalized so a leading slash can no longer read as an empty directory - Connectors: the international-site WorkBuddy connector (
cloudbase-intl) is built from the sameconfig/source/**corpus as the domestic one — remotestreamableHttpwith standard MCP OAuth instead of local stdio, with China-site hosts rewritten to their international equivalents
[Releases][changelog] · [Star][github-stars-link] · Watch → Releases
What it is
AI IDEs (Cursor, Claude Code, Codex, CodeBuddy, and others) are strong at generating code. What usually blocks you is the backend: schemas, permissions, functions, storage, environments, and release.
CloudBase is Tencent Cloud’s AI-native all-in-one backend (database, storage, auth, cloud functions, Cloud Run, and more). This repo is the Toolkit that connects that backend to AI tools:
| Piece | Role |
|---|---|
| Plugin | Installs MCP Server, Agent Skills, and Hooks together—less per-IDE wiring |
| Agent Skills | Scenario skills (Web / Mini Program / database / auth / functions, etc.) toward workable CloudBase practice |
| MCP | Login, query and change data, manage functions and hosting, read logs—from the conversation |
This repository ships the npm package @cloudbase/cloudbase-mcp, Skills, and AI plugins.
You still need your own CloudBase environment, and you should confirm sensitive actions the AI proposes. The Toolkit provides capability and path—not judgment.
Related repositories
Publishing and sync repos live under TencentCloudBase. Directly related to this Toolkit:
| Repository | Contents | Typical entry |
|---|---|---|
| CloudBase-AI-Toolkit (this repo) | MCP Server source; marketplace source for Claude Code / Codex | npx @cloudbase/cloudbase-mcp@latest |
| dsh-plugin | DeepSeek Harness plugin (@cloudbase/dsh-plugin): MCP bridge + DB/Storage/Auth panel | dsh plugin add @cloudbase/dsh-plugin |
| cloudbase-plugin | Open Plugin Spec publish repo (CI-synced): MCP + Skills + Hooks | npx plugins add TencentCloudBase/cloudbase-plugin · CNB fallback: npx plugins add https://cnb.cool/tencent/cloud/cloudbase/cloudbase-plugin.git |
| cloudbase-sites-plugin | Sites plugin: Vite Web create & deploy | npx plugins add TencentCloudBase/cloudbase-sites-plugin · CNB: https://cnb.cool/tencent/cloud/cloudbase/cloudbase-sites-plugin.git |
| cloudbase-skills | Agent Skills collection | npx skills add TencentCloudBase/cloudbase-skills · CNB: https://cnb.cool/tencent/cloud/cloudbase/cloudbase-skills.git |
| skills | Per-skill install catalog (also on skills.sh) | npx skills add tencentcloudbase/skills --skill <name> |
| awesome-cloudbase-examples | CloudBase examples and case studies | Browse / clone examples |
| OpenVibeCoding | Vibecoding template on CloudBase | Use as a project starter |
Prefer Plugin for the full stack; Skills alone when you only need knowledge constraints. For marketplace IDEs use this repo—do not also run npx plugins add on the same tool.
Quick start
Fastest way to get started
Copy this AI prompt into your AI IDE. The agent reads skill.md and completes the setup:
Set up CloudBase for me:
1. Open https://docs.cloudbase.net/skill.md and complete the setup following its instructions.
2. Tell me when you're done, and suggest the most relevant next step.
Pick one default path for your tool (Plugin / MCP)
| Your tool | Suggested path |
|---|---|
| Claude Code / Codex (native marketplace) | Add this repo as marketplace, then install the cloudbase plugin (plugin docs) |
| Open Plugin Spec tools | npx plugins add TencentCloudBase/cloudbase-plugin |
| CodeBuddy / WorkBuddy / Doubao / MiniMax Code / DeepSeek Harness / ZCode / Kimi (built-in) | Use the IDE's built-in CloudBase plugin or connector; for CodeBuddy you can also install via plugin marketplace |
| Other MCP-capable IDEs | MCP config only (below) |
Already using CloudBase CLI?
tcb aisets up MCP and Skills too (docs).
Plugin
npx plugins add TencentCloudBase/cloudbase-plugin
Details and IDE differences: AI plugin docs.
MCP only
{
"mcpServers": {
"cloudbase": {
"command": "npx",
"args": ["@cloudbase/cloudbase-mcp@latest"]
}
}
}
Remote HTTP, self-hosted Cloud Mode, and plugin scoping: Install & connect.
First prompts
Login to CloudBase
Use CloudBase Skills to build a todo app with login, database and permissions, then deploy
Skills shape structure and practice; MCP handles environment and resources. You should be able to verify data and APIs in your own environment—not only get local source files.
Supported AI IDEs
| Tool | Platform | Guide |
|---|---|---|
| OpenClaw | CLI | Guide |
| WorkBuddy | Standalone IDE | Guide |
| Doubao | Desktop & web (plugin marketplace) | Guide |
| MiniMax Code | Desktop app & terminal CLI (plugin marketplace) | Guide |
| DeepSeek Harness | Desktop app (plugin) | Guide |
| ZCode | Standalone IDE (≥ 3.4.1 built-in) | Guide |
| Kimi Code | CLI (plugin marketplace) | Guide |
| Kimi Work | Desktop app (plugin panel) | Guide |
| Codex App | App | Guide |
| Cursor | Standalone IDE | Guide |
Stars on GitHub
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- stars in total
- 1.2k
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@facebookQuestions about cloudbase-ai-toolkit.
Install it with the command on its page. It includes ai-model-nodejs, ai-model-web, ai-model-wechat. Its skills do not fire on their own yet. Free and open source.
- What is cloudbase-ai-toolkit?
- tencentcloudbase/cloudbase-ai-toolkit is a CloudBase integration layer for AI coding tools, shipping skills, agents, commands and MCP servers. Use it to have AI write code against CloudBase while the toolkit operates databases, functions, storage and deploys from chat.
- How do I install cloudbase-ai-toolkit?
- Run these in Claude Code: /plugin marketplace add TencentCloudBase/CloudBase-AI-Toolkit. Then prompt normally.
- Does cloudbase-ai-toolkit auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin.
- Is cloudbase-ai-toolkit free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.
- Which coding agents can use cloudbase-ai-toolkit's skills?
- cloudbase-ai-toolkit installs in Claude Code, and its skills also install in Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI. Each skill's page has the install command. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.
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