Data Science & ML MCP Servers

Trafilatura

5,181

Extracts text and metadata from web pages and online resources, offering various output formats.

Claude Context

5,063

Enhances AI coding agents by providing semantic code search and deep context from an entire codebase.

Viper

4,837

Facilitates adversary simulation and red team operations through a flexible platform with integrated AI.

Deep Research

4,323

Leverage any Large Language Model to generate comprehensive, privacy-focused research reports.

Code Interpreter API

3,865

Provides an open-source implementation of the ChatGPT Code Interpreter using LangChain for sandboxed Python code execution.

Langroid

3,843

Enables building LLM-powered applications through a multi-agent programming paradigm.

Pollinations

3,787

Generates images, text, and audio from text prompts using a free and open-source API.

Fast Agent

3,602

Defines, prompts, and tests MCP-enabled agents and workflows.

GPT Code

3,581

Provides an open-source implementation of OpenAI's ChatGPT Code interpreter, enabling users to generate and execute code through natural language prompts.

Exa

3,559

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Chart Generator

3,518

Generates visual charts from data using the Model Context Protocol and AntV.

Simple AIChat

3,518

Provides a streamlined Python interface for easily interacting with AI chat models like ChatGPT and GPT-4, emphasizing efficiency and minimal code complexity.

OP Vault

3,400

Empower ChatGPT with long-term memory by creating custom knowledge bases from uploaded documents and retrieving relevant answers using the OpenAI and Pinecone vector database stack.

PromptX

3,379

Transforms AI agents into specialized experts through a revolutionary conversational context engineering platform.

MiniMax-01

3,297

Provides access to large language and vision-language models based on linear attention for various natural language and multimodal tasks.

MCP Chinese Getting Started Guide

3,268

Provides a quick start guide for programming with the Model Context Protocol (MCP) in Chinese.

Google Gen AI

3,211

Enables developers to integrate Google's generative models into Python applications.

PPTAgent

3,179

Automatically generates and comprehensively evaluates presentations from documents using an innovative agentic AI system.

Excel

3,140

Enables Excel file manipulation capabilities without requiring Microsoft Excel installation.

ContextForge Gateway

3,105

Unifies Model Context Protocol (MCP) and REST services, providing a central management point for AI clients and federated environments.