Data Science & ML MCP 服务器

Mlflow Natural Language Interface

Enables querying and managing MLflow tracking servers using natural language via the Model Context Protocol (MCP).

Local File Reader

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

Paperpal

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

Dataverse SQL Query

Enables querying of Dataverse environments using SQL through the Model Context Protocol (MCP).

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

FRED Macroeconomic Data

Provides access to Federal Reserve Economic Data (FRED) for Large Language Models (LLMs) like Claude.

Aura

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

Mermaid Validator

Validates and optionally renders Mermaid diagrams using a Python Model Context Protocol (MCP) server.

Materials Project

Enables AI models to query and retrieve comprehensive materials science data from the Materials Project database via a Model Context Protocol server.

Ultrahuman

Retrieves fitness data from the Ultrahuman API for health monitoring and querying with large language models.

Dual-Cycle Reasoner

Empowers autonomous agents with self-awareness and reliability through intelligent loop detection and experience acquisition.

Mode Manager

Provides persistent memory and instruction management for VS Code's GitHub Copilot, ensuring it remembers user preferences and context across conversations.

Vibe Workspace

Streamlines development workflows by providing consistent environments, tooling configurations, and coding patterns for modern AI Agentic coding across multiple repositories.

CCD

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

REST Adapter

Convert REST API specifications into MCP (Model Context Protocol) tools for AI agents.

Word Agent

Automate Word document creation, editing, and management through natural language instructions using an integrated AI agent.

Rijksmuseum Plus

Provides an AI-powered conversational interface to the Rijksmuseum's Linked Open Data collection, enabling natural language queries for art exploration.

Attestix

Provides a robust attestation infrastructure for AI agents, encompassing verifiable identity, W3C credentials, and EU AI Act compliance.

Kindex

Manages a persistent knowledge graph for AI-assisted workflows, indexing conversations, projects, and intellectual work to provide context for AI agents.

Broker as a Service

Enables AI agents to execute and monitor cross-chain cryptocurrency swaps via the Chainflip decentralized exchange.