Paperspace MCP Server for Windsurf 6 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Paperspace 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 Paperspace and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"paperspace": {
"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 Paperspace MCP Server
Bring DigitalOcean Paperspace Cloud Insights directly into your AI workflows. By bridging directly with your AI compute environments, this integration tracks active deep learning machines, traces deployment logic natively, maps active Jupyter notebooks acting as Gradient limits, and exports the strict profile bounds applied across your data-science operations.
Windsurf's Cascade agent chains multiple Paperspace tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 6 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Compute Core Engine — Identify heavily modified REST boundaries targeting physical core/GPU machines extracting memory schemas and storage constraints gracefully
- Project Modeling — Trace collaborative groupings checking native team logic and limits defining exactly how GPU units map globally into discrete Project clusters
- Notebook Insights — Query raw Jupyter notebooks attached strictly to the deep logic Gradient models determining idle constraints
- Deployment Workloads — Check serverless API container logs determining container availability
The Paperspace MCP Server exposes 6 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 Paperspace to Windsurf via MCP
Follow these steps to integrate the Paperspace 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 Paperspace
Open Cascade and ask: "Using Paperspace, help me..." — 6 tools available
Why Use Windsurf with the Paperspace MCP Server
Windsurf provides unique advantages when paired with Paperspace 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 6 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Paperspace + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Paperspace MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Paperspace and generate models, types, or handlers based on real API responses
Live debugging: query Paperspace tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Paperspace and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Paperspace data with Cascade's code generation to scaffold entire features in minutes
Paperspace MCP Tools for Windsurf (6)
These 6 tools become available when you connect Paperspace to Windsurf via MCP:
get_machine_details
Perform structural extraction of properties driving active Instance logic
get_user_details
Identify precise active arrays spanning native Identity Auth
list_deployments
Retrieve explicit Cloud logging tracing explicit Deploy targets
list_machines
Identify bounded Compute resources inside the Headless Paperspace limits
list_notebooks
Inspect deep internal arrays mitigating specific AI workload limits
list_projects
Enumerate explicitly attached structured rules exporting active Team limits
Example Prompts for Paperspace in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Paperspace immediately.
"Scan Paperspace for any currently active deployed Core machines."
"Execute an inventory sweep over active Gradient Jupyter Notebooks running in production."
"Show exactly which users are tied down to my native Paperspace environment."
Troubleshooting Paperspace MCP Server with Windsurf
Common issues when connecting Paperspace to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Paperspace + Windsurf FAQ
Common questions about integrating Paperspace 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 Paperspace with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
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 Paperspace to Windsurf
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.