Data Science & ML MCP Servers

Local

Simulates a Multi-Context Processing (MCP) system for efficient data handling across multiple contexts.

Dummy

Provides a functional example of a FastMCP server for learning Model Context Protocol integration.

Financial AI Agent

Accesses financial market information and news articles through a unified interface with Model Context Protocol (MCP) servers and tool calling.

Exa

Enables AI assistants like Claude to access the Exa AI Search API for real-time web information and advanced research capabilities.

Tushare

Provides AI assistants with access to comprehensive Chinese financial market data via the Tushare API.

Nextcloud Notes Server

Integrate Large Language Models with Nextcloud Notes to automate organization, summarization, and content manipulation.

Blender

Empower Blender as a powerful server to control numerous tools via API for AI-driven 3D workflows and automation.

Outlook

Provides AI assistants with standardized access to Microsoft Outlook emails and calendars for intelligent assistance and communication analysis.

HiPEAC

Provides intelligent search and discovery tools for the HiPEAC research network.

SQL Bridge

Enables AI assistants to interact with MySQL databases using natural language queries via the Model Context Protocol.

VW Connect

Establishes a Model Context Protocol (MCP) server to integrate Volkswagen Group vehicles with AI assistants.

SpecForge

Enforce rigid technical contracts, schema validation, and full-lifecycle traceability to align LLM artifacts with business requirements.

Beodata

Provides agentic AI models with structured access to the complete Old English text of Beowulf, including its dictionary and linguistic annotations, via an MCP server.

Brain

Provides a registry of reusable skills for AI coding agents, offering token-efficient access and project-specific management.

MeSH

Integrates Claude with the NLM Medical Subject Headings (MeSH) linked data APIs to enhance subject analysis and authority control through large language models.

Agent Audit Trail

Provides immutable, hash-chained audit logging for AI agents to ensure data integrity and facilitate compliance with regulations like the EU AI Act.

FrootAI

Unifies infrastructure, platform, and application teams within the generative AI ecosystem.

Memori

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

CapCut

Enables AI agents to directly manipulate CapCut project files via the Model Context Protocol.

VibeScholar

Transforms AI assistants into academic research partners by providing tools for searching, reading, and navigating academic literature.