Data Science & ML MCP 서버

LSP Bridge

Connects Language Server Protocol (LSP) servers to Model Context Protocol (MCP) clients, enabling AI coding assistants to interact with any LSP-compatible language server.

MITRE ATT&CK

Exposes the MITRE ATT&CK framework to Large Language Models, AI assistants, and automation workflows via a Model Context Protocol server.

Zillow

Provides real-time access to Zillow real estate data, enabling property search, valuation, and market trend analysis.

Pantheon

Delivers AI agent instructions on demand from a vast collection of specialized agents.

CCD

Reduces medical hallucinations and enhances clinical accuracy in radiology multimodal large language models.

AIRA-SemanticScholar

Provides AI models with comprehensive access to the Semantic Scholar Academic Graph API for intelligent literature search and analysis.

S3 Documentation

Provides LLMs with semantic search capabilities over Markdown documentation stored in S3, leveraging 100% local embeddings to eliminate API costs.

Light Researcher

Orchestrates LLMs with efficient web content search and extraction capabilities, including DuckDuckGo and GitHub Code search.

Pubmed

Enables AI assistants to search and analyze PubMed medical literature with advanced filtering, citations, and research tools.

Memento

Provides a local, offline memory server for AI agents, leveraging SQLite with advanced search capabilities.

Crawleo

Enables AI assistants to access real-time web data and perform deep content extraction through native tool integration.

Mailchimp

Connects AI agents to the Mailchimp Marketing API, offering read-only access to comprehensive email marketing data.

Swift OpenAI

Provides a universal Model Context Protocol (MCP) server for accessing OpenAI's APIs and other compatible AI providers through a standardized interface.

Advanced Reasoning

Empowers AI with advanced cognitive capabilities for meta-reasoning, hypothesis testing, and structured knowledge management through integrated memory libraries.

RegenNexus

Facilitates secure and low-latency communication between diverse devices, robots, applications, and AI agents through a Universal Agent Protocol.

Qlik

Integrates AI assistants with Qlik Sense applications, providing comprehensive access to detailed Qlik data through a Model Context Protocol server.

ChatSpatial

Analyzes spatial transcriptomics data through natural language conversation, enabling researchers to interact with their data without writing code.

Music Collection

Manages and enriches local music collections with advanced metadata, intelligent classification, and comprehensive analytics.

Xmind

Transforms various document formats into XMind mind maps, leveraging AI for structure optimization and deployable as a Micro-Compute-Platform server.

Faim

Integrates the FAIM time series forecasting SDK with MCP-compatible AI assistants to enable AI-powered forecasting capabilities.