Data Science & ML MCP Servers

Fetch

Retrieves and extracts web content, converting HTML to markdown for easier consumption by LLMs.

Toolbox LlamaIndex SDK

Integrates the Gen AI Toolbox functionalities into LlamaIndex LLM applications for advanced orchestration and GenAI model interaction.

ChatGPT

Forwards prompts to OpenAI's ChatGPT for advanced reasoning and summarization within LangGraph-based assistants.

Midjourney

Facilitates Midjourney image generation through a Model Context Protocol (MCP) server, leveraging the GPTNB API.

Light Researcher

Orchestrates LLMs with efficient web content search and extraction capabilities, including DuckDuckGo and GitHub Code search.

Kuzu

Connects Large Language Models to Kuzu databases, enabling schema inspection and query execution through the Model Context Protocol.

MS Learn Chat

Provides an AI-powered conversational assistant for interacting with Microsoft Learn documentation via a modern web interface.

Sequential Thinking Ultra

Enhances sequential thinking with the Ultra Think methodology to provide a structured approach to complex problem-solving through sequential reasoning steps.

A-MEM

Provides an AI-powered memory system for Claude Code, maintaining persistent and evolving contextual understanding across coding sessions.

Plotting

Transforms CSV data into diverse visualizations, including line, bar, pie charts, and world maps, optimized for AI assistant integration.

VL Image Analysis

Analyzes images to extract code content, identify programming languages, and analyze software architecture using the GLM-4.5V model.

AI Agents

Orchestrates a collection of AI agents for web scraping, real-time information retrieval, and dynamic podcast generation.

Memorious

Provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.

ReasoningBank

Provides AI agents with memory-enhanced reasoning capabilities through the Model Context Protocol.

SageMath

Provides a local SageMath service based on the Model Context Protocol (MCP) for executing mathematical scripts and querying version information.

CodeWeaver

Delivers precisely curated code context to AI coding agents through a single natural language interface, effectively reducing context bloat and improving search precision.

Faim

Integrates the FAIM time series forecasting SDK with MCP-compatible AI assistants to enable AI-powered forecasting capabilities.

Chainstack Developer Portal

Provides comprehensive Chainstack documentation with integrated AI agent access and an interactive RPC node API reference.

Factorio AI Companion

Connects Factorio game chat with Claude Code via RCON, enabling AI companions to interact with the game world.

Artifex

Provides a vendor-agnostic Model Context Protocol (MCP) server for generating and editing AI images across multiple providers like Google's Antigravity and OpenAI's DALL-E 3.