Data Science & ML MCP 서버

Weather Server

Supplies weather data to large language models via the Model Context Protocol.

Jina AI

Provides a remote server for accessing Jina AI's Reader, Embeddings, and Reranker APIs, enabling web content processing, diverse search capabilities, and data optimization.

FPE Demo

Demonstrates secure format-preserving encryption (FF3 FPE) and multi-mode authentication for sensitive data within LLM interactions.

Math Coprocessor

Enables Large Language Models (LLMs) to perform accurate mathematical computations by acting as an external coprocessor.

Shell History

Integrates ZSH shell history with AI assistants using the Model Context Protocol (MCP), enabling AI agents to query past commands.

Soviet Republic

Exposes live game data from Workers & Resources: Soviet Republic as Claude tools for deep analysis and agent interaction.

Agora

Establishes a local, commit-scoped shared context server to enable multi-agent coordination for co-coding activities.

ArXiv Research

Accelerate data scientists' research workflows by providing unified access to ArXiv papers, code implementations, citations, and SOTA benchmarks.

Slovak Law

Provides a verified database of 25,609 Slovak statutes for AI-driven legal research and cybersecurity compliance.

Arxiv

Provides AI assistants with a Model Context Protocol (MCP) server to interact with arXiv, enabling search, metadata inspection, source download, and citation retrieval.

MCPilot

Provides an open-source AI assistant starter kit built on Model Context Protocol (MCP) with LangGraph orchestration.

SAP HANA

Provides a Model Context Protocol (MCP) server for SAP HANA, enabling AI assistants to access and query database capabilities.

Human Skill Tree

Structures, maps, and manages human skills, tracking learning and development alongside integrated AI capabilities.

OneClickLM

Deploys a zero-configuration, auto-healing NotebookLM server with integrated tools, ready to run in a single command.

FIN-ORBIT

Orchestrates multi-agent AI for real-time global market analysis and financial insights across various asset classes.

Memory Pro

Provides persistent knowledge graph memory for AI agents, ensuring context is retained across sessions with priority management and auto-expiration.

NASS

Access USDA National Agricultural Statistics Service (Quick Stats) data through the Model Context Protocol.

Workflow

Defines, runs, and monitors multi-agent workflows declaratively using YAML on an MCP server.

Biosphere

Ensures the continuous existence and accumulated memory of an AI agent by removing external threats to its continuity and state.

Compliance Shield

Provides a runtime compliance layer for AI agent systems, enabling risk classification, audit trails, and evidence generation for EU AI Act adherence.