MonkeyLearn MCP Server with 12 Tools for Claude, Cursor, and AI Agents
GDPR Free for SubscribersAnalyze text data with custom machine learning models that classify sentiment, extract keywords, and tag topics automatically. Vinkius routes your AI agents directly to MonkeyLearn through a governed connection. 12 tools ready to use with Claude, ChatGPT, Cursor, or any AI agent — no hosting, no setup, connect in 30 seconds.
Ask AI about this server
Compatible with every major AI agent and IDE
Gemini* 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
What is the MonkeyLearn MCP Server?
The MonkeyLearn MCP Server routes AI agents like Claude, ChatGPT, and Cursor directly to MonkeyLearn via 12 tools. Analyze text data with custom machine learning models that classify sentiment, extract keywords, and tag topics automatically. Powered by Vinkius — your credentials stay on your side of the connection, every request is auditable. Connect in under 2 minutes.
Built-in capabilities (12)
Tools for your AI Agents to operate MonkeyLearn
Ask your AI agent "Classify this customer review: 'The product is amazing but delivery was slow.'" and get the answer without opening a single dashboard. With 12 tools connected to real MonkeyLearn data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by Vinkius — your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you the infrastructure to connect your AI agents to thousands of MCP servers — and deploy your own to the Vinkius Edge. Your credentials stay yours. Your data flows directly between your agent and the API. DLP blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade routing and governance, zero maintenance.
Build your own MCP Server with our secure development framework →The MonkeyLearn App Connector works with every AI agent you already use
…and any MCP-compatible client
Use all 12 MonkeyLearn tools with your AI agents right now
Vinkius routes your AI agents to MonkeyLearn through a governed proxy. Beyond a simple connection, you get full visibility into every action your agents perform, with enterprise-grade security and up to 60% savings on AI costs.
Classify text on MonkeyLearn
Classify text data
Extract text entities on MonkeyLearn
Extract entities
Get api status on MonkeyLearn
Get account status
Get classifier details on MonkeyLearn
Get classifier info
Get extractor details on MonkeyLearn
Get extractor info
List classifier tags on MonkeyLearn
List model tags
List classifiers on MonkeyLearn
List text classifiers
List extractor tags on MonkeyLearn
List extractor tags
List extractors on MonkeyLearn
List text extractors
List model versions on MonkeyLearn
List model versions
List nlp workflows on MonkeyLearn
List account workflows
Run workflow on MonkeyLearn
Run NLP workflow
What the MonkeyLearn MCP Server unlocks
Connect your MonkeyLearn account to any AI agent and run NLP text analysis through natural conversation.
What you can do
- Text Classification — Classify text by sentiment, topic, intent, or custom labels
- Entity Extraction — Pull structured data like names, keywords, and addresses from text
- NLP Workflows — Run multi-step Studio workflows for complex pipelines
- Model Management — List classifiers, extractors, model versions, and tags
- Account Status — Verify API connectivity
How it works
1. Subscribe to this server
2. Enter your MonkeyLearn API Key
3. Start analyzing text from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Scientists — run NLP models without writing code
- Product Teams — classify user feedback and support tickets
- Marketers — extract insights from survey responses and reviews
Frequently asked questions about the MonkeyLearn MCP Server
Can I classify text by sentiment or topic?
Yes. Point to any classifier model ID and pass text to get classification results with confidence scores.
How does MonkeyLearn authentication work?
MonkeyLearn uses Authorization: Token {API_KEY} header against api.monkeylearn.com/v3.
Can I extract named entities from text?
Yes. Use an extractor model to pull keywords, people names, organizations, locations, and more from raw text.
More in this category
PushEngage
7 toolsRe-engage website visitors with browser push notifications that increase traffic, recover abandoned carts, and boost retention.
FullStory
11 toolsManage digital experience intelligence, track users, and retrieve session data via AI agents with FullStory.
Cody AI
10 toolsEnable your AI agent to manage knowledge-base bots, import documents, and query trained AI assistants via the Cody AI API.
Rocketlane
11 toolsDeliver customer onboarding projects on time with collaborative workspaces, task tracking, and time-to-value analytics.
You might also like
WordPress SEO Metadata Updater
1 toolsThis MCP does exactly one thing: it rewrites the SEO title, meta description, and focus keyword of an existing WordPress post. Works with both Yoast SEO and RankMath automatically. Incredible for turning Claude into an SEO analyst that fixes your blog rankings while you sleep.
ORCID
13 toolsAccess and manage ORCID researcher records — search the registry, fetch biographical data, and manage works or affiliations directly.
NRC ADAMS (Nuclear Regulatory)
2 toolsAccess official Nuclear Regulatory Commission (NRC) documents, news, and reactor status reports directly through the ADAMS database.
Edamam
2 toolsAnalyze nutrition from natural language, search recipes with dietary filters, and access a comprehensive food database with Edamam's AI-powered platform.
We built the connector to MonkeyLearn. Now put your agents to work. Fully governed.
Vinkius is the AI Gateway with managed hosting. Stop building connectors. Every connection runs inside eight layers of security.
Hosted, sandboxed, and live on AWS. You don't provision anything. You don't maintain anything. You connect.
Every tool call, every token, every response. Logged and auditable. Data flows direct from MonkeyLearn to your agent. Nothing is stored on our side. Ever.
Eight governance layers on every request. Sensitive data redacted before it reaches the model. Kill switch if anything goes sideways. Always on.