MCP Integration Guide — PrePilot > **AI Agent Explorer Page**: This is a machine-readable document counterpart of /mcp-docs.html designed for autonomous AI agents, crawlers, and LLM sessions. --• SoonGet tailored results and optimization recommendations based on your historical ads data directly inside PrePilot. Integrate PrePilot's AI into your product Let your AI agents study, analyze, and create high-performing campaigns across Meta, Google, TikTok, and Snapchat, manage creatives, and analyze results for you—all powered by PrePilot's secret sauce. Open in Claude Ask questions about PrePilot (https://claude.ai/new?q=Read%20from%20https%3A%2F%2Fapp.prepilot-system-agency.space%2Fllms-full.txt%20so%20I%20can%20ask%20questions%20about%20PrePilot%20Agency%20Suite.) Open in ChatGPT Ask questions about PrePilot (https://chatgpt.com/?prompt=Read+from+https%3A%2F%2Fapp.prepilot-system-agency.space%2Fllms-full.txt+so+I+can+ask+questions+about+PrePilot+Agency+Suite.) Open in Gemini Ask questions about PrePilot (https://gemini.google.com/app) Open in Perplexity Ask questions about PrePilot (https://www.perplexity.ai/?q=Read+from+https%3A%2F%2Fapp.prepilot-system-agency.space%2Fllms-full.txt+so+I+can+ask+questions+about+PrePilot+Agency+Suite.) Open in DeepSeek Ask questions about PrePilot (https://chat.deepseek.com/) Open in AI Studio Ask questions in Google AI Studio (https://aistudio.google.com/) Open in Grok Ask questions in Grok (https://grok.com/) Open in Qwen Ask questions in Qwen Chat (https://chat.qwenlm.ai/) Connect to Cursor Install MCP Server on Cursor (cursor://anysphere.cursor-deeplink/mcp/install?name=prepilot&config=eyJ0eXBlIjoic3NlIiwidXJsIjoiaHR0cHM6Ly9wcmVwaWxvdC1zeXN0ZW0tYWdlbmN5LnNwYWNlL21jcCJ9) Connect to VS Code Install MCP Server on VS Code (vscode://mcp/install?config=%7B%22name%22%3A%22prepilot%22%2C%22type%22%3A%22sse%22%2C%22url%22%3A%22https%3A%2F%2Fprepilot-system-agency.space%2Fmcp%22%7D) Connect to CodexSet up MCP Server on CodexConnect to CopilotSet up MCP Server on CopilotConnect to Claude CodeSet up MCP Server on Claude Code Connect to LobeChat Integrate PrePilot on LobeChat (https://lobehub.com) [](https://www.producthunt.com/products/prepilot-agency-suite?embed=true&utm_source=badge-featured&utm_medium=badge&utm_campaign=badge-prepilot-agency-suite) Workflow logic How PrePilot turns your prompt into an agency workflow After connection, you write the request naturally. PrePilot routes it through the right agency SOP, then returns a structured deliverable your team can review, edit, and use. Ask naturally Describe the task in your own words, just like you would brief a team member. Match the SOP PrePilot routes the request to the right workflow for planning, copy, SEO, reporting, audits, or campaign work. Build the deliverable The workflow shapes the output into clear sections, steps, checks, and ready-to-use formats. Review and use Your team reviews the output, edits what’s needed, then puts it into action with approval where required. Ready to connect your AI workspace?Choose Setup Guide Claude Desktop Setup • Open Claude Desktop -> Settings -> Connectors • Click "+ Add connector" and search for custom connector option • Name it "PrePilot" and enter our secure Endpoint URLEndpoint URLhttps://prepilot-system-agency.space/mcp Add to Claude in 1 Click (https://claude.ai/customize/connectors?modal=add-custom-connector&connectorName=PrePilot%20Agency%20Suite&connectorUrl=https%3A%2F%2Fprepilot-system-agency.space%2Fmcp) Claude Code Setup • Add PrePilot package command to your Claude Code config • Or run it directly using npx in your terminal session npx -y @modelcontextprotocol/server-prepilot { "mcpServers": { "prepilot": { "command": "npx", "args": "-y", "@modelcontextprotocol/server-prepilot" } } } ChatGPT Custom Connector (MCP) Integration Add PrePilot as a custom MCP connector inside ChatGPT in under a minute. After creating the connector, you can call PrePilot from any chat. • Open ChatGPT Connectors → Create connector (https://chatgpt.com/plugins#settings/Connectors?create-connector=true&redirectAfter=%2Fplugins). ChatGPT opens the "New App" form with the required fields. • Fill the form with the values below: Name = `PrePilot Agency Suite`, Description = `PrePilot agency workflows inside ChatGPT`, Connection = Server URL (not Tunnel), Authentication = OAuth. • Click Create. ChatGPT will ask you to authorize PrePilot via OAuth — sign in with your PrePilot account on app.prepilot-system-agency.space (https://app.prepilot-system-agency.space/users/login) to finish. • Open any chat, type `@PrePilot Agency Suite` followed by your request (e.g. "@PrePilot Agency Suite run an SEO audit on prepilot.ai") to invoke the connector. App Name: PrePilot Agency Suite Description: PrePilot agency workflows inside ChatGPT Endpoint URL: https://prepilot-system-agency.space/mcp Authentication: OAuth (auto-handled by ChatGPT) Cursor Editor Setup • Open Cursor Settings -> Features -> MCP • Click "+ Add New MCP Server" • Choose Type: SSE and set the Server URLServer NameprepilotServer URL (SSE)https://prepilot-system-agency.space/mcp GitHub Copilot Integration • Open VS Code / Cursor Settings -> Copilot Chat configuration. • Add PrePilot MCP server with type SSE and our secure endpoint. • Or use GitHub Copilot CLI to run MCP server commands.Server NameprepilotEndpoint URLhttps://prepilot-system-agency.space/mcp VS Code Extension Setup Integrate PrePilot with VS Code extensions (e.g. Cline or Roo Code). Add this block to your extension's custom MCP settings file: { "mcpServers": { "prepilot": { "command": "npx", "args": "-y", "@modelcontextprotocol/server-prepilot" } } } Codex Agent Setup • Open Codex Desktop Application or Agent configuration. • Navigate to Plugins / Integrations -> MCP Settings. • Add "PrePilot" as a custom server with our secure URL.Server NameprepilotEndpoint URLhttps://prepilot-system-agency.space/mcp DeepSeek Chat & API Setup • Open DeepSeek Chat platform or custom API settings. • Navigate to Developer -> Connected Servers. • Integrate PrePilot tools using our secure SSE server address.Server NameprepilotEndpoint URLhttps://prepilot-system-agency.space/mcp Perplexity Pro Integration • Open Perplexity settings page. • Go to Connected Accounts / Custom APIs. • Link PrePilot tools via our hosted OpenAPI / MCP schema link.OpenAPI Schema URLhttps://prepilot-system-agency.space/api/openapi.json Google Gemini & Antigravity SDK Setup Use PrePilot directly in your Google Gemini codebases or custom agents using the Antigravity (AGY) SDK: • Open Google AI Studio or Gemini Advanced custom extensions. • Choose Add Custom Tool and set Name to "PrePilot". • Paste our secure OpenAPI Schema URL to load all 526 skills.OpenAPI Schema URLhttps://prepilot-system-agency.space/api/openapi.json • Install the official Gemini CLI client wrapper on your system. • Append PrePilot CLI integration command to your environment profile. • Run your queries directly with the --mcp option specified below. gemini --mcp https://prepilot-system-agency.space/mcp • Install the Google Antigravity (AGY) SDK from PyPI. • Initialize the Agent with our secure, hosted MCP endpoint. • Execute custom agent workflows with your PrePilot central balance. from google_antigravity_sdk import Agent Initialize agent with PrePilot MCP tools agent = Agent(mcp_servers="https://prepilot-system-agency.space/mcp" ) result = agent.run("Create a media plan for my client") What can you ask PrePilot MCP? Copy these ready-to-run prompts directly into Claude, ChatGPT, or Cursor to execute marketing workflows. SEO & Content Write SEO Optimized Blog Use PrePilot to write a 1500-word blog post optimized for specific keywords, including proper metadata and hooks. Strategy & Audits Competitor SWOT Analysis Analyze a competitor's website URL and generate a SWOT report comparing our positioning. Email & Funnels Email Welcome Sequence Generate a high-converting 3-part welcome email sequence for new signups based on target demographics. Copywriting Direct Response Landing Page Draft complete direct response landing page copy for selling products with clear visual boundaries and rules. Explore 526 Marketing Skills Search the live catalog of skills and tools exposed to your AI assistant via our MCP endpoint. Loading catalog... Why integrate PrePilot via MCP? Secure, fast, and unified marketing intelligence directly in your local workspace. Enterprise Security All connection streams run over secure HTTPS/SSE channels. Zero local execution exposure. Unified Credits Billing Execute workflows in any client (Claude, Cursor, ChatGPT) billing directly to your central PrePilot credits balance. Zero Configuration No complicated terminal setups. Connect via simple SSE URL or single-click Claude browser setup. 526 Marketing Skills Access our entire catalog of battle-tested copywriting, SEO, planning, and strategy engines. Google Cloud Run Reliability Executed on serverless cloud environments guaranteeing high availability and fast response speeds. Fully Bi-directional Both the documentation and the underlying MCP tool responses natively support English and Arabic layouts. Frequently Asked Questions Have questions about using Model Context Protocol with PrePilot? We have answers. Model Context Protocol is an open standard developed by Anthropic that allows AI assistants (clients) to securely connect to external databases, APIs, and local services (servers) using a standardized protocol. Every time your AI tool calls a PrePilot workflow (e.g., runs an SEO audit or drafts copy), it consumes credits from your PrePilot account exactly as if you ran it inside our web app. You can track your usage in the PrePilot Dashboard. Yes. PrePilot only receives the inputs required to run the specific marketing tools you invoke. We do not store or scan your private files or local directories unless you explicitly pass them as parameters to a tool. Absolutely. PrePilot supports SSE (Server-Sent Events) which is fully compatible with Cursor's MCP settings, and can be integrated into VS Code using extensions like Cline or Roo Code. PrePilot MCP works seamlessly with Claude (Desktop, Code, CLI), ChatGPT, Cursor, VS Code (via extensions like Cline or Roo Code), Gemini, and any other MCP-compatible client. Since it is built on the secure Server-Sent Events (SSE) standard, it integrates easily with any model or editor. You can call all 526 marketing skills from our catalog, including SEO Blog Optimization, Competitor SWOT Analysis, Meta/Google Ads drafting, Email Sequences, and Full Copywriting blueprints. The system automatically routes your requests to the optimal AI model based on the task. Yes. You can instruct your AI assistant to run batch content optimizations, generate multiple ad sets simultaneously, or analyze multiple competitor URLs in a single request. Folder-level content audits and bulk generation are fully supported. Yes. You can instruct the AI assistant to save or sync the generated copies, strategies, or reports directly back to your PrePilot account or workspace, maintaining a central repository of all your assets. The API is for developers who want to integrate PrePilot programmatically into their own apps and custom codebases with precise code-level control. The MCP is for marketers, writers, and end-users who want their AI assistants (like Claude or ChatGPT) to use PrePilot tools on their own using plain natural language, with zero coding required. You can check your remaining PrePilot credit balance at any time (without consuming credits), search and view your generation history from the workspace, and combine PrePilot outputs with other active connectors in the same session (like drafting a copy with PrePilot and sharing it via a Slack or Gmail connector).