OpenAI MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect OpenAI through the Vinkius and Cascade will auto-discover every tool — ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install OpenAI and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"openai": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About OpenAI MCP Server
Connect the OpenAI API to any AI agent and unlock the full power of GPT models as composable tools.
Windsurf's Cascade agent chains multiple OpenAI tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Chat Completions — Generate responses from GPT-4o, GPT-4o-mini, and other models
- Image Generation — Create images with DALL-E 3 from text descriptions
- Embeddings — Convert text to vector representations for semantic search
- Content Moderation — Check text for policy violations automatically
- Fine-tuning — Create and monitor custom model training jobs
- File Management — List uploaded files for training and assistants
- Assistants — Browse configured OpenAI Assistants
- Structured Output — Generate structured JSON responses from prompts
The OpenAI MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect OpenAI to Windsurf via MCP
Follow these steps to integrate the OpenAI MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using OpenAI
Open Cascade and ask: "Using OpenAI, help me..." — 10 tools available
Why Use Windsurf with the OpenAI MCP Server
Windsurf provides unique advantages when paired with OpenAI through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows — Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
OpenAI + Windsurf Use Cases
Practical scenarios where Windsurf combined with the OpenAI MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from OpenAI and generate models, types, or handlers based on real API responses
Live debugging: query OpenAI tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from OpenAI and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine OpenAI data with Cascade's code generation to scaffold entire features in minutes
OpenAI MCP Tools for Windsurf (10)
These 10 tools become available when you connect OpenAI to Windsurf via MCP:
chat_completion
Specify model (gpt-4o, gpt-4o-mini, etc.) and messages array as JSON. Generate a chat completion using OpenAI models
create_embedding
Create text embeddings
create_fine_tune
Requires a previously uploaded JSONL training file ID. Create a fine-tuning job
generate_image
Returns the image URL. Generate an image with DALL-E 3
list_assistants
List OpenAI Assistants
list_files
List uploaded files
list_fine_tunes
List fine-tuning jobs
list_models
List available OpenAI models
moderate_content
Check content for policy violations
structured_output
Provide a system prompt and user message. Generate structured JSON output from a prompt
Example Prompts for OpenAI in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with OpenAI immediately.
"Ask GPT-4o to summarize this document in 3 bullet points."
"Generate an image of a futuristic cityscape at sunset."
"Check if this text violates content policies."
Troubleshooting OpenAI MCP Server with Windsurf
Common issues when connecting OpenAI to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
OpenAI + Windsurf FAQ
Common questions about integrating OpenAI MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect OpenAI with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect OpenAI to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.