Data Science & ML MCP 서버

Unichat

Facilitates universal API chat integration for various AI platforms within Node.js applications.

MySQL by CData

Enables querying live MySQL data from Large Language Models through a Model Context Protocol (MCP) interface.

PostgreSQL by CData

Connects to PostgreSQL data from Claude Desktop using CData JDBC Drivers via a read-only MCP Server.

Bitrix24

Enables natural language interaction with the Bitrix24 REST API for streamlined CRM data management.

Travelio

Offers an MCP server to provide AI clients with real-time restaurant search and food recommendation capabilities, facilitating access to external tools and data.

Minimal Article Agent

Generates technical Markdown drafts through an Embabel agent, leveraging various tool groups for research and content creation.

Aion

Dynamically imports API specifications (OpenAPI, GraphQL, AsyncAPI), exposes them as tools for agents, and enhances functionality through self-learning and autonomous documentation.

Bi-Temporal Knowledge Graph

Combines a sophisticated bi-temporal knowledge graph with dynamic automation tool generation to empower AI agents with persistent, time-aware memory.

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.

Vesper

Provides an intelligent memory system for AI agents with semantic search, knowledge graphs, and multi-hop reasoning.

Sho

Publish diverse content formats for AI agents via MCP, generating instant shareable links.

Agent Memory

Provides a shared, durable memory layer for AI agents using SQLite.

Capital Equipment Network

Empowers AI assistants to seamlessly search, book, and manage scientific research equipment across a vast network of STEM core facilities.

Vehicle

Integrate vehicle information, status, and control capabilities into AI assistants and other Model Context Protocol clients.

MHN AI Agent Memory

Equips AI agents with real-time, deterministic associative memory using Modern Hopfield Networks, eliminating the need for LLM calls or databases.

Mcpwn

Enables Large Language Models to execute security tools on your local machine.

Aris

Unifies diverse AI models into a single operating system for intelligent routing, cross-model memory, and automated evolution.

Memori

Provides persistent, long-term memory capabilities for AI agents to enhance recall, personalization, and context retention across sessions.

TA2MA Dev.Chain

Orchestrates a decentralized ecosystem for Web3 applications, AI automations, and distributed finance, leveraging intelligent AI agents and custom smart contracts.

Markdown3D

Transforms markdown documents into immersive 3D visualizations using semantic analysis and optimized spatial layout algorithms.