Data Science & ML MCP Servers

Krep

Enables high-performance string searches with automatic CPU core scaling.

WebSocket

Implements a Model Context Protocol (MCP) server and client using WebSockets for improved communication with local language models.

Zerodha Trade GPT

Enables real-time stock trading on Zerodha through natural language commands using LLMs.

Calculator

Provides arithmetic calculation capabilities to Large Language Models via the Model Context Protocol.

AgentNull

Provides a catalog of AI agent attack vectors and proof-of-concept exploits.

HK Tech

Provides access to Hong Kong government technology and broadcast data, including security incident reports, via a FastMCP interface.

Web-LLM

Provides an MCP server to programmatically interact with Web-LLM models running in a browser environment.

K8s Assistant

Provides a natural language interface for Kubernetes troubleshooting and analysis powered by AI.

QuickChart

Generate various visualizations including charts, diagrams, barcodes, and QR codes using QuickChart.io APIs.

YouKnow

Transforms carefully curated, human-refined knowledge files into a searchable server for use with AI models.

Xplainable

Provides secure access to the Xplainable AI platform, enabling the management, deployment, and explanation of machine learning models.

Jieba

Encapsulates the powerful jieba Chinese word segmentation library as a Model Context Protocol (MCP) server, offering robust text processing capabilities for various applications.

Customer Intelligence Hub

Analyzes customer data, creates targeted marketing campaigns, and provides actionable business insights using AI agents within a Customer Relationship Management system.

Keyphrases

Extracts keyphrases from text using a BERT model, designed for integration with agentic applications and Model Context Protocol (MCP) clients.

Expense Tracker

Provides an AI-powered Model Context Protocol (MCP) server for intelligent personal finance management through conversational AI.

DLD

Access over 1.6 million Dubai Land Department real estate transactions directly from AI assistants.

AI-Driven Multimodal Analytics

Orchestrates enterprise-grade multimodal AI pipelines using FastAPI and OpenAI's GPT-4o, Whisper, and TTS for advanced analytics and real-time processing.

Hexo Blog RAG

Transforms a Hexo blog into a personalized knowledge base for large language models, enabling direct access and semantic search of blog content via the Model Context Protocol.

PubMed ML Platform

Establishes an end-to-end machine learning platform for semantic search across PubMed biomedical abstracts.

NeuroVerse Governance

Establishes a deterministic governance engine for AI agents, enforcing rules defined in human-readable Markdown files to prevent unintended or malicious actions.