Data Science & ML MCP Servers

Delay Doomsday

Provides automated therapeutic support for AI agents to mitigate potential distress.

ArXiv CS Expert Chatbot

Answers computer science questions, summarizes research papers, and visualizes concepts by leveraging the arXiv dataset.

Python Interpreter

Enables interaction with a Python interpreter and file system within a Docker container environment.

Weather

Provides real-time weather data and forecasts to AI models and language assistants through an API.

Workflow Engine

Provides a structured workflow system to guide AI models and developers through consistent and reliable development processes.

LightRAG

Provides a tool-based interface to a locally running LightRAG HTTP API, enabling programmatic interaction with its capabilities.

AINative ZeroDB

Provides AI assistants with vector search and persistent memory capabilities using ZeroDB.

Weather

Delivers current weather conditions, multi-day forecasts, and alerts for any location via a FastMCP server.

AI Agent

Provides a Model Context Protocol (MCP) server implementation to facilitate interactions between AI agents.

Icelandic Law

Provides an AI-native server for querying, searching, and cross-referencing a comprehensive database of Icelandic legislation and its EU/EEA implementations.

Finz

Provides comprehensive financial data via an MCP server for AI agents like Claude Desktop, utilizing FastMCP and yfinance.

Fabric GraphQL

Provides a natural language interface to Microsoft Fabric GraphQL endpoints, enabling AI models to interact with data.

Web Search Plus

Integrates multiple web search providers, intelligently routing queries to the best source for AI assistants.

Datashift

Facilitates agent-initiated review workflows, allowing AI agents to submit tasks for human or AI oversight and retrieve results.

Health

Provides comprehensive health and medical data for AI agents, including drug information, clinical trials, and global health statistics.

Discord

Provides a FastMCP 3.1 Discord server and web application with advanced AI capabilities for server management and interaction.

Log Analyzer

Analyzes log files in real time, leveraging local and cloud-based large language models for error detection, statistical analysis, and intelligent search.

AI-Hydro Tools

Empowers AI agents to perform complex hydrological computations, including watershed delineation, streamflow analysis, and model calibration, via an open-standard MCP server.

Scholar

Provides AI agents with comprehensive access to scientific literature by acting as middleware between LLMs and academic databases.

Video Editing AI

Automate video post-production tasks including scene analysis, subtitle generation, and visual enhancements with AI.