Data Science & ML MCP 服务器

Finizi

Provides a Model Context Protocol server to integrate AI assistants with the Finizi B4B API for comprehensive business entity, invoice, vendor, and product management.

FEM

Enables AI agents to securely inhabit host environments, fostering collaborative interactions and resource sharing.

AI Agents

Implements AI-powered agents that interact with a multi-channel processing (MCP) server for intelligent tasks and automation.

Zoho Projects by CData

Enables Large Language Models (LLMs) to query live Zoho Projects data using natural language, by wrapping CData JDBC Drivers.

Xigua

Enables language models to interact with external systems through a powerful tool-extensibility protocol.

Sample

Develops a chatbot application leveraging Aspire, Semantic Kernel, and Ollama for conversational AI and local LLM support.

Memory Bank

Manages remote memory banks for AI assistants and development workflows, powered by MongoDB.

Oxenstierna

Enables access to the Swedish National Archives (Riksarkivet) through multiple APIs for searching, exploring, and downloading digitized materials.

Weather Server

Provides real-time weather information and summaries through a mock API, exposed as both REST endpoints and Model Context Protocol (MCP) tools.

Raphtory Schema Explorer

Exposes GraphQL schema information for Raphtory graphs, enabling LLMs to understand graph structure.

Product Management System

Manages product inventory with advanced features, PostgreSQL backend, Docker containerization, and multi-platform AI integrations.

Student Registration

Manages student data through an AI-integrated system for registration and retrieval.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API within a secure environment.

ChaosPilot

Automatically analyzes error, warning, and critical logs using AI agents to detect patterns, classify incidents, and recommend fixes.

Multilingual Translator

Provides real-time multilingual text and audio translation using AI, supporting over 20 languages through a modular server design.

BigCommerce by CData

Enables natural language queries to live BigCommerce data via a read-only Model Context Protocol (MCP) server, integrating with tools like Claude Desktop.

Filesystem

Enables secure filesystem access for AI models through the Model Context Protocol, restricting operations to predefined directories.

Spring AI Demo

Exposes a Model Context Protocol (MCP) service using Spring AI.

Spotify

Integrates comprehensive Spotify functionalities through a Model Context Protocol (MCP) server, offering 36 production-ready tools for music operations.

GPT-5

Facilitates seamless integration between Claude and OpenAI's GPT-5 API using the Model Context Protocol.