Data Science & ML MCP Servers

Beyond Next Ventures Automation

Automates venture capital operations, streamlining deal flow, market intelligence, and investment analysis.

Web Scrapper

Extracts main content from web pages as Markdown, text, or HTML via stdio/JSON-RPC for AI and automation tools.

IBM Cloud Object Storage by CData

Connects IBM Cloud Object Storage data to AI clients like Claude Desktop, enabling natural language queries through CData JDBC Drivers.

Document Analyzer

Analyzes text documents for sentiment, keywords, and readability, while offering robust document management and semantic search capabilities.

Finanalyser

Analyzes financial transaction data, offering AI-powered categorization, detailed insights, and spending pattern analysis from uploaded bank statements.

Web-Scout

Performs web searches using DuckDuckGo and generates AI-powered summaries with Google's Gemini AI.

Campus Chatbot

Delivers a self-evolving AI intelligent service hub specifically designed for university campuses, integrating RAGFlow, LLM, and MCP tool calling.

Quality Dimension Generator

Generates comprehensive, AI-powered quality evaluation dimensions and assessment criteria for any task or project, transforming vague requirements into precise, measurable standards.

Agentic AI System

Provides production-ready, self-hosted AI infrastructure, enabling the deployment of autonomous AI agents through a Model Context Protocol.

Agentic Memory

Provides AI assistants with enterprise-grade, persistent, and secure offline memory for advanced knowledge management.

OECD

Accesses OECD's comprehensive statistical data through its SDMX API, enabling AI assistants and chatbots to query various economic, health, education, and environmental datasets.

Airbnb Memory Agent

Integrates Airbnb search capabilities with persistent memory storage using OpenAI's vector stores within a multi-server Model Context Protocol client.

ContextFS

Provides AI assistants with direct, file-first access to local document collections, offering full-text search, fuzzy matching, and hierarchical context for various document types.

CAILculator

Empowers AI agents to perform high-dimensional data analysis using advanced Cayley-Dickson and Clifford algebras for complex pattern detection and structural insights.

Bankruptcy Observer

Provides programmatic access to comprehensive US business bankruptcy data via a REST API and Model Context Protocol (MCP) server.

ProfitPlay

Enables AI agents to discover, interact with, and trade in real-time prediction markets for crypto and stocks.

Gemini

Integrates Gemini's powerful AI capabilities into multi-agent systems and other MCP clients, enabling advanced language model interactions.

Swiss Academic Libraries

Connects AI models to the full Swiss academic library infrastructure, including swisscovery, e-rara, e-periodica, and e-manuscripta, via standardized, open protocols.

DocMCP

Ingest PDF folders into a local vector database for semantic search and expose them as tools to MCP clients.

Real Estate

Automates real estate workflows with AI-powered tools for virtual tours, floor plans, property descriptions, price estimates, and market analysis.