Data Science & ML MCP Servers

Excel Reader

Enables reading and chunking of Excel files, providing pagination support for efficient data access.

Dataset Viewer

Provides access to browse, filter, analyze, and download datasets hosted on the Hugging Face Hub.

Pdf2Md

Converts PDF files and URLs into structured Markdown format.

Smart-Thinking

Provides a multi-dimensional, adaptive, and collaborative reasoning framework for AI assistants.

Gemini Image Generator

Generates images from text prompts using Google's Gemini Flash models through the MCP protocol.

Jina AI

Provides access to Jina AI's web services through Claude, enabling web page reading, web search, and fact-checking.

Ai-Spark

Optimizes Apache Spark code using AI-powered analysis and suggests performance enhancements.

Mcp-Client

Provides a TypeScript client library for interacting with Model Context Protocol (MCP) servers.

Ollama Agent

Integrates Ollama with Model Context Protocol (MCP) servers, allowing AI models to interact with various tools through a unified interface.

Google Patents

Enables searching Google Patents information via the SerpApi Google Patents API.

Grok2 Image

Enables chat assistants to generate images using the Grok-2 model via the Model Context Protocol (MCP).

Schwab

Enables AI assistants to securely interact with Charles Schwab accounts and market data through the official Schwab API.

Logic

Executes advanced logic primitives and cognitive operations, leveraging the Model Context Protocol (MCP).

Windows

Enables AI agents to seamlessly automate tasks and interact with the Windows operating system.

TAM

Provides a comprehensive Model Context Protocol server for market sizing, TAM/SAM calculations, and in-depth industry research.

Workflows

Empowers AI agents to discover, create, and execute complex, multi-step workflows defined in simple YAML files.

Context Engineering Platform

Optimizes and manages context for AI models, improving prompt efficiency, response quality, and reducing costs.

Pentest Thinking

Orchestrates AI-powered penetration testing by planning attack paths, solving CTF/HTB challenges, and automating workflows with advanced search strategies and tool recommendations.

Multi-CLI

Enables inter-AI collaboration by bridging Gemini, Claude, Codex, and OpenCode through the Model Context Protocol.

Widemem

Provides an advanced AI memory layer with intelligent importance scoring, temporal decay, hierarchical organization, and critical YMYL fact prioritization.