How to Use the MonkeyLearn MCP in Windsurf
Use the MonkeyLearn MCP Server to automate text analysis directly within Windsurf.
Works with every AI agent you already use
…and any MCP-compatible client
Connect MonkeyLearn MCP to Windsurf
Create your Vinkius account to connect MonkeyLearn to Windsurf and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Automated text classification in Windsurf
Cascade can trigger `classify_text` to sort incoming support tickets into your internal categories without you writing a single line of classification logic. It reads the raw ticket content, sends it to your model, and returns the labels directly into your active workspace. This setup removes the manual grunt work of tagging feedback. By chaining `list_classifiers` with `classify_text`, the agent identifies the correct model version and applies it to your data in one go.
Extract specific entities with Windsurf
Use `extract_text_entities` to pull names, locations, or product SKUs out of messy customer logs. Cascade parses the unstructured text and structures it for your database or documentation files. Stop digging through logs to find relevant data points. The agent handles the parsing logic, leaving you to focus on the actual fix.
Manage workflows through Windsurf
Trigger complex processing pipelines using `run_workflow` to handle multi-step NLP tasks. Cascade executes the workflow and brings the final analysis back into your editor. You can verify your account status with `get_api_status` to ensure your data pipeline stays active. It keeps your operations running without you needing to switch tabs.
Set up MonkeyLearn MCP in Windsurf
Prerequisites
- Windsurf IDE installed (macOS, Windows, or Linux)
- Active Vinkius subscription with a valid endpoint token
- 1
Open MCP configuration
Click the Cascade assistant icon in the sidebar, then click the hammer icon (🔨) at the top of the panel. Select "Configure" to open
~/.codeium/windsurf/mcp_config.json. - 2
Add the MonkeyLearn MCP
Paste the JSON snippet shown on the right into the
mcpServersobject. Replace[YOUR_TOKEN_HERE]with your endpoint token from cloud.vinkius.com. - 3
Refresh MCPs
Go back to the hammer icon (🔨) in Cascade and click "Refresh". Windsurf will detect the new server. No full restart is needed — the connection is hot-reloaded.
- 4
Verify in Cascade
Start a new Cascade conversation and ask something like "Show my MonkeyLearn payment history." If connected, Cascade will call the MonkeyLearn tools directly. You will see a green dot next to the server name in the MCP panel.
{
"mcpServers": {
"monkeylearn-alternative-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by MonkeyLearn. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
Why Choose Vinkius
Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.
Real-time monitoring
Live
visibility into every interaction
Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.
Built-in savings
60%
lower AI costs
Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.
Single dashboard
One
place for every integration
Every tool your AI connects to, managed from a single screen. One account, complete control.
Common questions about MonkeyLearn MCP in Windsurf
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the MonkeyLearn MCP today
We host it, we monitor it, we maintain it. You just paste one token.
