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.

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.

Image Reader

Enables listing and reading image files from a local directory, designed for integration with LLM agents.

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.

MoneyWiz

Provides AI assistants with secure, read-only access to MoneyWiz financial data for natural language queries and financial analytics.

Document Reader

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

AntrikshGPT

Explores space through an AI-powered web application that combines cutting-edge artificial intelligence with real-time cosmic data.

Mem0

Provides intelligent, persistent memory for AI assistants like Claude Code via a self-hosted Model Context Protocol (MCP) server.

Knowledge

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

ComfyUI

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

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.

Claude Concilium

Facilitates multi-agent AI consultations for Claude Code, leveraging various LLMs to gather diverse second opinions and enhance decision-making.

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.