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Bionic + Cloudflare

LM Studio

Powerful agent for coding and work. Natively local, with open models in the cloud. By LM Studio.

StandaloneCloud

快速入门

  1. 安装 LM Studio Bionic

    LM Studio Bionic 网站下载并安装 Bionic。

  2. 创建代码项目

    在 Bionic 中,创建一个 Code Project,然后选择包含你的 Cloudflare 项目的本地目录。如果你的项目中有 wrangler.jsonc 文件,请选择包含该文件的目录。

  3. 添加 Cloudflare MCP 服务器

    在 Bionic 中,使用以下 URL 将 Cloudflare 添加为远程 Model Context Protocol (MCP) 服务器:

    https://mcp.cloudflare.com/mcp
  4. 尝试提示词

    让 Bionic 调查任务、做出更改并运行相关测试。在保留更改之前审查其 diff 和命令输出。

    例如:

    Create a Logpush job to stream Workers analytics to my data warehouse.

Cloudflare 平台访问权限

Expand any section to learn more.

Cloudflare Skills

Persistent platform context that teaches the agent how Cloudflare works.

Skills are instructions the agent loads on demand. The cloudflare/skills bundle covers every layer of the platform — so the agent knows your conventions without you re-explaining them.

  • agents-sdkBuild AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
  • cloudflareComprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
  • cloudflare-email-serviceSend and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). Use when building email sending (Workers binding or REST API), email routing, Agents SDK email handling, or integrating email into any app — Workers, Node.js, Python, Go, etc. Also use for email deliverability, SPF/DKIM/DMARC, wrangler email setup, MCP email tools, or when a coding agent needs to send emails. Even for simple requests like "add email to my Worker" — this skill has critical config details.
  • cloudflare-one"Guides Cloudflare One Zero Trust and SASE work across Access, Gateway, WARP, Tunnel, Cloudflare WAN, DLP, CASB, device posture, and identity. Use when designing, configuring, troubleshooting, or reviewing Cloudflare One deployments. Retrieval-first: use current Cloudflare docs/API schemas instead of embedded product docs."
  • cloudflare-one-migrationsPlans migrations from Zscaler ZIA/ZPA, Palo Alto, legacy VPN, SWG, or SASE stacks to Cloudflare One. Use for migration assessments, policy mapping, rollout plans, and parity/gap analysis.
  • durable-objectsCreate and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
  • sandbox-sdkBuild sandboxed applications for secure code execution. Load when building AI code execution, code interpreters, CI/CD systems, interactive dev environments, or executing untrusted code. Covers Sandbox SDK lifecycle, commands, files, code interpreter, and preview URLs. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
  • turnstile-spinSet up Cloudflare Turnstile end-to-end in a project. Scan the codebase, create the widget via the Cloudflare API, embed it on the right forms, wire canonical server-side siteverify in the customer's existing backend, validate, and persist the skill. Load this when a user asks to add Turnstile, set up CAPTCHA, protect a form from bots, or fix a Turnstile integration. Mirrors developers.cloudflare.com/turnstile/spin.
  • web-perfAnalyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge.
  • workers-best-practicesReviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
  • wranglerCloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
MCP servers

Live access to the Cloudflare API, docs, and observability.

MCP servers provide typed tools to call into Cloudflare at runtime. There are two options: Code Mode — a single server that covers the entire Cloudflare API (2,500+ endpoints in ~1,000 tokens) — or a set of focused, domain-specific servers hosted in the cloudflare/mcp-server-cloudflare repo. The full catalog is also in the MCP servers for Cloudflare docs.

  • Code mode APIcode modeBroad access to the full Cloudflare API via code execution, with minimal token overheadhttps://mcp.cloudflare.com/mcp
  • AI Gateway serverSearch your logs, get details about the prompts and responseshttps://ai-gateway.mcp.cloudflare.com/mcp
  • Audit Logs serverQuery audit logs and generate reports for reviewhttps://auditlogs.mcp.cloudflare.com/mcp
  • Browser Run serverFetch web pages, convert them to markdown and take screenshotshttps://browser.mcp.cloudflare.com/mcp
  • Cloudflare Blog serverSearch and read posts from the Cloudflare Bloghttps://blog.mcp.cloudflare.com/mcp
  • Cloudflare One CASB serverQuickly identify any security misconfigurations for SaaS applications to safeguard users & datahttps://casb.mcp.cloudflare.com/mcp
  • Container serverSpin up a sandbox development environmenthttps://containers.mcp.cloudflare.com/mcp
  • Digital Experience Monitoring serverGet quick insight on critical applications for your organizationhttps://dex.mcp.cloudflare.com/mcp
  • DNS Analytics serverOptimize DNS performance and debug issues based on current set uphttps://dns-analytics.mcp.cloudflare.com/mcp
  • Documentation serverGet up to date reference information on Cloudflarehttps://docs.mcp.cloudflare.com/mcp
  • GraphQL serverGet analytics data using Cloudflare’s GraphQL APIhttps://graphql.mcp.cloudflare.com/mcp
  • Logpush serverGet quick summaries for Logpush job healthhttps://logs.mcp.cloudflare.com/mcp
  • Observability serverDebug and get insight into your application's logs and analyticshttps://observability.mcp.cloudflare.com/mcp
  • Workers Bindings serverBuild Workers applications with storage, AI, and compute primitiveshttps://bindings.mcp.cloudflare.com/mcp
  • Workers Builds serverGet insights and manage your Cloudflare Workers Buildshttps://builds.mcp.cloudflare.com/mcp
Wrangler CLI

Local dev, deploys, and Workers-specific commands.

Use Wrangler for local development, deploys, and product-specific commands like wrangler d1 migrations apply or wrangler tail. The bundled wrangler Skill teaches the agent when to reach for it.

Agent-friendly docs

Token-efficient references optimized for agents.

Append /index.md to any Cloudflare docs URL for a clean markdown version. Every top-level product section also has its own llms.txt — a page index sized for a single context window. A few useful ones:

For a full overview of how these docs are structured for agents, refer to the Docs for Agents guide.

示例提示词

技巧与建议

  • 对本地 Cloudflare 源文件使用 Code Project。对研究、写作和文档任务使用 Work Project
  • 将 Cloudflare API MCP 服务器用于账户资源,将特定领域的服务器用于聚焦的工作流。
  • 在保留更改之前审查 Bionic 的 diff 和命令输出。

常见问题 (FAQ)

我是应该使用 MCP 服务器、Wrangler CLI,还是两者都用?

两者都用。Cloudflare API MCP 服务器处理 Cloudflare 账户操作, 例如 DNS、WAF、R2 和 Zero Trust。Wrangler 处理本地开发、 部署和迁移。在 Code Project 中,Bionic 可以运行本地 shell 命令,包括 Wrangler 命令。

如何向 Bionic 授予我 Cloudflare 账户的访问权限?

添加 https://mcp.cloudflare.com/mcp 作为远程 MCP 服务器。当 Bionic 提示你时,在浏览器中完成 OAuth 授权流程并 选择要授予的权限。

Bionic 能否部署现有的 Workers 项目?

可以。从位于 wrangler.jsonc 所在位置的现有项目目录 创建 Code Project。然后你可以要求 Bionic 运行该项目的 部署命令。

Code Mode 对 MCP 意味着什么?

Code Mode 是 Cloudflare API MCP 服务器将所有 2,500+ 个 API 端点 容纳到约 1,000 个 token 中的方式。它没有将每个端点作为独立工具暴露, 而是暴露了 search()execute()。Bionic 编写 JavaScript 来调用它们。有关详细信息,请参阅 Code Mode

故障排查

MCP 服务器未连接

确认服务器 URL 为 https://mcp.cloudflare.com/mcp。 在 Bionic 中删除并重新添加远程 MCP 服务器,然后再次尝试连接。

获取到关于 Cloudflare 产品的过时信息

https://docs.mcp.cloudflare.com/mcp 添加 Cloudflare 文档 MCP 服务器,以便 Bionic 可以检索最新文档。或者,将 Bionic 指向 developers.cloudflare.com/llms.txt 以获取所有产品的目录, 或指向 developers.cloudflare.com/<product>/llms.txt 获取特定产品的索引。

MCP 服务器身份验证失败

删除并重新添加 MCP 服务器。当 Bionic 提示你时,在浏览器中完成 OAuth 授权流程。

在 Cloudflare 上构建 Agent

Also worth knowing

Cloudflare is not just a deploy target for agents, it is a full stack for building your own.

其他 Agent

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