Data Science & ML MCP Servers

Fetch Python

Extracts and transforms web content into various formats, including rendered HTML, Markdown, and text from media files.

Baidu Search

Enables AI assistants to perform intelligent searches using the Baidu Wenxin API.

Google Analytics Data API

Interfaces with the Google Analytics Data API using a Model Context Protocol (MCP) server.

Youtube Research

Aggregates and returns YouTube video IDs and metadata based on user-defined search queries.

Server Diff Python

Generates text differences between two strings using Python's `difflib` in Unified diff format.

Data Wrangler

Provides a standardized interface for data preprocessing, transformation, and analysis tasks within the Model Context Protocol ecosystem.

Coder Db

Enhances programming workflows by leveraging vector embeddings, structured databases, and knowledge graphs to intelligently store, retrieve, and analyze code patterns.

Toolbox LlamaIndex SDK

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

Crypto Trading

Unifies cryptocurrency trading and market data monitoring across multiple exchanges using a Model Context Protocol (MCP) server.

Mailchimp

Connects AI agents to the Mailchimp Marketing API, offering read-only access to comprehensive email marketing data.

Run Python Code

Execute Python code, install packages, and manage Python scripts within a secure, integrated environment.

Seedream

Leverage Volcano Engine Seedream 4.0 API to generate images from text, images, or fused inputs, offering versatile image creation capabilities.

Knowledge

Enables AI assistants to leverage local knowledge through semantic search over multi-format documents, supported by vector storage and OCR.

Nano Banana

Extends MCP-compatible command-line interfaces with advanced AI image generation, editing, and restoration capabilities.

Blender AI

Enables large language models to reliably control Blender for 3D modeling tasks.

Media Gen

Generate, edit, and fetch images and videos using OpenAI and Google GenAI models, with smart compression and strict Model Context Protocol (MCP) compliance.

Obsidian Graph

Enhances Obsidian or markdown vaults with AI-powered semantic knowledge graph navigation using vector embeddings and PostgreSQL+pgvector.

TranslateGemma

Provides a local AI translation service with a web UI and REST API, supporting 55 languages and various Google TranslateGemma model configurations.

Interactive LeetCode

Enables AI-guided learning and interactive practice for Data Structures and Algorithms on LeetCode.

BGPT

Empowers AI assistants to access a comprehensive database of scientific papers by extracting raw experimental data, methods, and conclusions directly from full-text studies.