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cloudbase-ai-toolkit

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tencentcloudbase/cloudbase-ai-toolkit

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

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$ npx plugins add TencentCloudBase/cloudbase-plugin

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stars

138

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TypeScript

Language

MIT

License

2025-05-23

Created

2026-09-04

Last push

MIT-licensed Tencent CloudBase toolkit — Plugin / Skills / MCP layer that lets AI coding tools manage database, functions, auth and deploys from chat; connects to DSH via standard MCP config (DeepSeek Harness not explicitly documented).

DSH integration

Compatible

Inferred

Safety audit

Unaudited

Last verified

2026-08-21

License

MIT

01What can it help you accomplish?

  • Build and ship backend resources — database, auth, functions, hosting — from an AI coding conversation

    CloudBase resources created in your own environment: PostgreSQL / document DB data models and CRUD, cloud functions / Cloud Run, auth and storage, static hosting / Mini Program releases

    Developers using MCP-capable AI coding tools who want Tencent CloudBase backend work done in chat instead of the cloud console

  • Operate and debug a live CloudBase backend without leaving the agent conversation

    Login, data queries and changes, cloud function and hosting management, and log inspection executed through the MCP server

    Operators and indie builders maintaining CloudBase apps who want data CRUD, deploys and log reads handled by the agent

02How to install into DeepSeek Harness

Prerequisites

  • Node.js v18.15.0+
  • A CloudBase environment
  • An AI tool that supports Plugin / Skills / MCP

Installation steps

  1. 01

    Install as a Plugin (when the tool supports it): `npx plugins add TencentCloudBase/cloudbase-plugin`

    $ npx plugins add TencentCloudBase/cloudbase-plugin

  2. 02

    Or install the CloudBase AI CLI: `npm i -g @cloudbase/cli && tcb ai`

    $ npm i -g @cloudbase/cli && tcb ai

  3. 03

    Or configure MCP manually in the IDE config file, e.g. `{"mcpServers":{"cloudbase":{"command":"npx","args":["@cloudbase/cloudbase-mcp@latest"]}}}`

Verify the integration

Not specified by the author

03DSH integration and capability boundaries

DSH integrationCompatible

README does not mention DeepSeek Harness explicitly; usable from DSH through the generic MCP server (`npx @cloudbase/cloudbase-mcp@latest`) or the Open Plugin Spec plugin — inferred from the 'any MCP-capable tool' instructions, not officially documented for DSH

  • MCP-driven backend operations

    natural-language requests in any MCP-capable AI toolCloudBase login, data query and changes, cloud function and hosting management, log reading — all from the conversation

    Writes to live CloudBase resources (data, functions, hosting) in your environmentRequires CloudBase login credentials
  • Plugin + Skills one-shot setup

    `npx plugins add TencentCloudBase/cloudbase-plugin` in an Open Plugin Spec toolMCP Server, Agent Skills and Hooks installed together — scenario skills for Web / Mini Program / database / auth / functions

    Installs MCP Server, Skills and Hooks assets into your AI tool's configuration
  • Database, compute, auth and release coverage

    backend requirements described in chat (models, functions, login methods, releases)PostgreSQL / document DB models and CRUD with security rules; cloud functions / Cloud Run authoring, deploy, invoke, debug; auth and object storage; static hosting / Mini Program publish with logs and redeploy

    Deploys code and publishes apps to your CloudBase environmentCloudBase usage beyond free quotas is billed

04Who is it for? When not to use it?

Good for

  • Developers using MCP-capable AI coding tools who want Tencent CloudBase backend work done in chat instead of the cloud console
  • Operators and indie builders maintaining CloudBase apps who want data CRUD, deploys and log reads handled by the agent

Not for

  • Requires your own CloudBase environment, and sensitive actions proposed by the AI must be confirmed manually — the Toolkit provides capability and path, not judgment.
  • The README does not document DeepSeek Harness setup; using it from DSH follows the generic 'Other MCP-capable IDEs' MCP-config path and is not officially verified.

05Compatibility, maintenance and safety notes

  • Requires your own CloudBase environment, and sensitive actions proposed by the AI must be confirmed manually — the Toolkit provides capability and path, not judgment.
  • The Toolkit itself is MIT open source, but CloudBase has free quotas only — usage beyond that is billed by Tencent Cloud.
  • The README does not document DeepSeek Harness setup; using it from DSH follows the generic 'Other MCP-capable IDEs' MCP-config path and is not officially verified.
2025-05-232026-08-19v2.31.0

MIT · actively maintained (latest release v2.31.0, 2026-08-20)

06Frequently asked questions

How do I connect CloudBase AI Toolkit to DeepSeek Harness?

The README does not document DeepSeek Harness specifically. Since the toolkit works with any MCP-capable tool, in DSH you can configure an MCP server with command `npx` and args `@cloudbase/cloudbase-mcp@latest`, or install the Open Plugin Spec plugin `TencentCloudBase/cloudbase-plugin` if DSH supports it. This path is inferred from the generic MCP instructions, not officially verified.

Is the DeepSeek Harness integration native or MCP?

MCP / Plugin — there is no native DeepSeek Harness runtime. The Plugin installs MCP Server, Agent Skills and Hooks together; MCP-only setup is a JSON config block in your tool.

What do I need before installing?

Node.js v18.15.0+, a CloudBase environment, and an AI tool that supports Plugin / Skills / MCP.

Where do my code and data go?

Deploys target your own CloudBase environment. In local mode the MCP server runs on your machine and code need not leave until you deploy; cloud traffic uses HTTPS.

Does it cost anything?

The Toolkit (including MCP) is open source under MIT. CloudBase has free quotas; usage beyond that is billed.

08Data and sources

  • Inferredgithub.com46855cd6b6e4…

    | Other MCP-capable IDEs | MCP config only (below) |

  • Inferredgithub.com46855cd6b6e4…

    Yes. Any tool that can configure an MCP Server or install the matching Plugin / Skills works—including Claude Code, Gemi…

This page is generated from the project’s public documentation, repository metadata and a structured parse of DSH Plugins; last verified on 2026-08-21. Found an error? Submit a correction.

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