Data Science & ML MCP 서버

Tavily

Integrates Tavily API to provide advanced search and content extraction capabilities via the Model Context Protocol.

Freedanfan

Standardizes context interaction between AI models and development environments using FastAPI and the Model Context Protocol (MCP).

OpenAI Agents

Exposes OpenAI agents and tools as a Model Context Protocol (MCP) server.

Local File Reader

Enables AI models to securely access and read local files using the Model Context Protocol (MCP).

Tradovate

Enables AI assistants to manage Tradovate trading accounts through natural language.

Quantum Simulator

Simulates quantum circuits with noise models and integrates with Model Context Protocol (MCP) clients.

MySQL Database Server

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Paperpal

Enhance literature reviews by enabling LLMs to access and interact with academic papers.

Graphistry

Enables LLMs to visualize and analyze complex network data through GPU-accelerated graph visualization and analytics.

Kontxt

Index a local codebase to provide context-aware information to AI clients like Cursor or Claude.

Aura

Provides an advanced AI companion experience featuring emotional intelligence, sophisticated memory management, and extensive tool integration.

AgentSource

Provides live, comprehensive company and contact data from Explorium's AgentSource platform, exclusively for use within Claude Desktop.

PDF Knowledgebase

Enables intelligent document search and retrieval from PDF collections by serving as a Model Context Protocol (MCP) server.

Paper Search

Search and download academic papers from various platforms, including arXiv, PubMed, and bioRxiv.

Nova

Provides large language models (LLMs) with persistent, long-term memory capabilities across conversations using a multi-layered architecture and rapid GPU-accelerated search.

Vert.x

Integrates Model Context Protocol (MCP) servers into Vert.x applications, providing a high-performance, non-blocking transport layer.

Tumiki

Connects AI agents with various business tools using the Model Context Protocol to create intelligent digital employees.

Tea Rags

Provides a high-performance, enterprise-ready MCP server for intelligent codebase analysis, featuring fast local indexing for millions of lines of code.

Stats Compass

Empower large language models with comprehensive data analysis and machine learning capabilities through a unified server.

SAME

Provides AI coding agents with persistent, local memory and automatic context surfacing using semantic search.