Data Science & ML MCP Servers

OpenMemory

Enables Claude to remember conversations and learn from them over time through a standalone MCP server.

Pull Request Inspector

Automates the retrieval, analysis, and storage of GitHub pull request data using the GitHub API, MongoDB, and the FastMCP framework.

Kokkai Minutes

Accesses the Japanese National Diet Library's Kokkai Minutes API through a Model Context Protocol (MCP) agent.

GitHub by CData

Exposes GitHub data to Large Language Models (LLMs) through a Model Context Protocol (MCP) interface.

Suncture Healthcare

Provides healthcare-related tools for AI assistants, enabling them to offer practical healthcare information to users.

Flatfile

Enables AI assistants to interact directly with your Flatfile data.

Create Timeseries Chart

Generates timeseries charts, potentially for financial data, using a specified MCP server configuration.

Wikipedia Summary Fetcher

Retrieves Wikipedia summaries for AI assistants using a FastAPI server.

Swagger

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

CodeToPrompt

Exposes the codetoprompt library through the Model Context Protocol (MCP), enabling LLM agents to programmatically generate prompts and analyze code.

Logic Web Application

Provides a user interface for managing and interacting with a Logic MCP Server.

AgentMode

Connects coding AI to databases, data warehouses, data pipelines, and cloud services through the Model Context Protocol.

Model Context

Standardizes the connection of AI models to various data sources and tools.

AI Council

Queries multiple AI models in parallel, synthesizes responses to reduce bias, and improves accuracy through ensemble decision-making.

Weather

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

Thaletto

Provides an MCP server enabling Large Language Models and other hosts to access digital resources.

RateSpot

Provides AI assistants with real-time mortgage rates and comprehensive lending information via the RateSpot.io API.

Systemprompt Code Orchestrator

Orchestrates AI coding agents like Claude Code CLI and Gemini CLI to automate and manage complex coding tasks.

Milvus Server

Connects LLM applications to Milvus vector database functionality via the Model Context Protocol.

Google Analytics

Accesses Google Analytics 4 (GA4) data via an MCP server implementation.