How to Use the MonkeyLearn MCP in Claude

Q: Can MonkeyLearn work with Claude Desktop for sentiment analysis?

Yes, you can run sentiment analysis models through the classifytext tool. It provides immediate feedback on customer tone within your chat interface.

Q: Does Claude Desktop allow listtagtrees with MonkeyLearn?

Absolutely. You can call listtagtrees directly from the tool menu to view your existing hierarchy. This helps ensure your classification logic matches your current project needs.

Analyze text and extract entities directly inside Claude Desktop using the MonkeyLearn MCP server.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect MonkeyLearn MCP to Claude Desktop

Create your Vinkius account to connect MonkeyLearn to Claude Desktop and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup MonkeyLearn with Claude Desktop

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Automated text classification

Run `classify_text` to sort incoming messages or feedback by intent. It maps your raw data to specific categories you define in your account. Claude Desktop executes this locally, giving you clear, structured output without leaving your chat window.

Instant keyword extraction

Use `extract_text` to pull relevant entities and keywords from long-form documents. This tool identifies the core subjects within your text in real time. Your agent parses these results to build summaries, allowing you to process large volumes of information faster than reading manually.

Manage classifier metadata

Check your available models with `list_classifiers` to see what is ready for use. You can also pull details for any model using `get_classifier_details`. This keeps your Claude Desktop environment synced with your latest training data, ensuring you always classify against the correct labels.

Setup guide

Set up MonkeyLearn MCP in Claude Web or Desktop

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.
2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.
3

Start a conversation

Open a new chat. The MonkeyLearn MCP tools are available immediately — no restart needed.

Endpoint URL

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

No configuration file needed — paste the URL directly in the Claude web interface.

Available on Free (1 connector), Pro, Max, Team, and Enterprise plans.

Prerequisites

Claude Desktop installed (macOS or Windows)
Active Vinkius subscription with a valid endpoint token

1

Open Claude Desktop Settings

Click the menu icon at the top-left corner, go to Settings → Developer → Edit Config. This opens claude_desktop_config.json in your default text editor.
2

Paste the MonkeyLearn MCP configuration

Copy the JSON snippet on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Restart Claude Desktop

Close and reopen the application. Claude needs a full restart to load new MCPs — refreshing a conversation is not enough.
4

Verify the connection

Open a new conversation. Click the 🔌 icon at the bottom of the message input. You should see tools listed under monkeylearn-mcp.

json

{
  "mcpServers": {
    "monkeylearn-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

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.

Connect MonkeyLearn now

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 Claude Desktop

Open your configuration file via the Settings menu in Claude Desktop. Add the server details under the mcpServers key, save, and restart the app.

Yes, you can run sentiment analysis models through the `classify_text` tool. It provides immediate feedback on customer tone within your chat interface.

Absolutely. You can call `list_tag_trees` directly from the tool menu to view your existing hierarchy. This helps ensure your classification logic matches your current project needs.

Your API token is stored locally on your machine within the configuration file or environment variables. It never leaves your local environment during execution.

The server transmits only the specific text payloads you provide to the API for processing. No PII is logged by the MCP server itself, and all traffic is encrypted in transit.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript