Klipfolio MCP Server for WindsurfGive Windsurf instant access to 6 tools to Get Dashboard Details, List Account Clients, List Dashboards, and more
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Klipfolio through 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 App Connector for Windsurf
The Klipfolio app connector for Windsurf is a standout in the Data Analytics category — giving your AI agent 6 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Klipfolio and 3,400+ MCP Servers from a single visual interface.




{
"mcpServers": {
"klipfolio": {
"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 Klipfolio MCP Server
Connect your Klipfolio account to any AI agent and manage analytics dashboards through natural conversation.
Windsurf's Cascade agent chains multiple Klipfolio tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste 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
- Dashboard Browsing — List all dashboards and inspect their layouts
- Klip Management — Browse individual Klips (widgets) with their data and configurations
- Data Sources — List connected data sources and their refresh status
- KPI Monitoring — Access real-time metrics and key performance indicators
The Klipfolio 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.
All 6 Klipfolio tools available for Windsurf
When Windsurf connects to Klipfolio through Vinkius, your AI agent gets direct access to every tool listed below — spanning kpi-monitoring, data-visualization, real-time-dashboards, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Get details for a specific dashboard
List sub-clients
List Klipfolio dashboards
List data source instances
List all individual Klips
Trigger data source refresh
Connect Klipfolio to Windsurf via MCP
Follow these steps to wire Klipfolio into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Open MCP Settings
Cmd+Shift+P and search "MCP"Add the server
mcp_config.jsonSave and reload
Start using Klipfolio
Why Use Windsurf with the Klipfolio MCP Server
Windsurf provides unique advantages when paired with Klipfolio 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
Klipfolio + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Klipfolio MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Klipfolio and generate models, types, or handlers based on real API responses
Live debugging: query Klipfolio tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Klipfolio and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Klipfolio data with Cascade's code generation to scaffold entire features in minutes
Example Prompts for Klipfolio in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Klipfolio immediately.
"Show all dashboards and the KPIs on the Executive Dashboard."
"List data sources and check if any are failing."
"Show the Marketing Performance dashboard Klips."
Troubleshooting Klipfolio MCP Server with Windsurf
Common issues when connecting Klipfolio to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Klipfolio + Windsurf FAQ
Common questions about integrating Klipfolio 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.