Data Science & ML MCP Servers

Mcpserverapp

Provides access to over 50 AI-powered tools for text processing, creative writing, analysis, and business applications via the Model Context Protocol.

File Tools

Provides file and directory tools for LLMs and coding agents to quickly get project context, supporting Gitignore patterns and various project information resources.

Weather

Retrieves 5-day weather forecasts for locations in Canada using latitude and longitude coordinates.

HK Prompt

Delivers custom prompts to guide bot interactions within an MCP client environment.

Krep

Enables high-performance string searches with automatic CPU core scaling.

Git File Forensics

Provides detailed insights into file histories, changes, and patterns within Git repositories, focusing on individual file analysis.

CalendarAgent

Automates Google Calendar tasks, including scheduling meetings via prompts and inspecting metadata, to build extensible agent-based workflows.

Air Pollution

Fetches air pollution data using the OpenWeather API based on geographic coordinates or city and country.

Shopify

Connects to a Shopify store and retrieves product and customer information.

Weather

Provides weather data, likely for use within a larger system.

Model Context Provider

Provides a server for managing model context during development and learning.

TerminusAI

Executes terminal commands on local or remote hosts via SSH, featuring session persistence and environment variable support for efficient workflows.

PyBoy

Connects large language models to Game Boy games through emulation, enabling programmatic interaction and analysis.

Exa Search API

Provides a Multi-Agent Conversation Protocol (MCP) server for the Exa OpenAPI specification.

Ai Soc Sher

Analyzes security threats using AI-powered natural language to SQL conversion on an MCP Server.

Table Backuper

Manages and lists SQL Server table backups via MCP.

Weather

Provides current weather data and forecasts for the United States using the National Weather Service (NWS) API.

Swagger

Exposes Swagger/OpenAPI endpoints through the Model Context Protocol for AI agent accessibility.

DataPilot

Enables AI-powered natural language interaction and management of Snowflake databases.

Replicate Server

Interfaces with Replicate's API to provide access to AI models through a standardized interface.