The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
CloudBase AI Toolkit
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
Install
npx plugins add TencentCloudBase/cloudbase-pluginclaude mcp add cloudbase-ai-toolkit -- npx plugins add TencentCloudBase/cloudbase-plugin{
"mcpServers": {
"cloudbase-ai-toolkit": {
"command": "npx",
"args": [
"plugins",
"add",
"TencentCloudBase/cloudbase-plugin"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →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]
![][github-license-shield] ![][github-contributors-shield]
Recent updates
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
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