Data Science & ML MCP Servers

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.

SQLite

Enables AI models to interact with SQLite databases by executing SQL queries and managing schemas.

Server Diff Python

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

Memory

Enables long-term memory storage for LLM conversations using Redis Graph as a backend.

Cursor History

Enables searching of vectorized Cursor IDE chat history using LanceDB and Ollama through an API service.

Discogs

Connect your Discogs music collection to an LLM client to query, analyze, and get recommendations via natural language.

YouTube Transcribe

Fetches or generates YouTube video transcripts using AI, prioritizing official transcripts and falling back to local Whisper transcription.

Document Reader

Reads various document formats including Word, PDF, and Excel, providing advanced capabilities for image extraction, structural analysis, and link validation.

Binance Alpha

Monitors real-time Binance Alpha trades, providing data and tools for AI agents to optimize alpha point accumulation.

Plex AI

Enhances Google Gemini's capabilities by enabling interaction with external tools and APIs from a command-line interface.

Blender AI

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

ComfyUI

Enables AI assistants to interact with ComfyUI for generating images, video, audio, and 3D content.

Preloop

Automates event-driven workflows with AI agents, incorporating human approval for sensitive operations across integrated tools.

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.

AT Protocol

Provides a searchable knowledge base for the AT Protocol ecosystem, offering semantic search across documentation, lexicons, and code examples.

Memory Gateway

Establishes a universal context and memory layer for AI agents, preventing repeat mistakes by capturing feedback, generating prevention rules, and injecting relevant historical context.

QuantContext

Enables AI agents to perform real quantitative financial analysis for enhanced trading strategies, including stock screening, backtesting, and factor analysis.