AI & ML

Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.

A secure code execution environment that provides containerized sandboxes for running Python and JavaScript snippets safely via LLM applications.

An R-based MCP server providing 52 statistical tools and a 429-package ecosystem for econometric analysis, machine learning, and time series forecasting. It enables researchers to perform complex statistical modeling and professional data visualization through natural language conversation.

📱 A powerful plugin that lets you control your Android phone. Enables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts.

A Home Assistant integration that acts as an MCP server to bridge smart home devices and existing HA function-calling APIs directly to the Xiaozhi AI official servers over WebSocket.

Execute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing.

An autonomous AWS infrastructure management agent that translates natural language commands into executable operations for EC2, VPC, RDS, and security groups with built-in conflict detection.

AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON editing.

A collection of specialized MCP servers providing tools for systematic thinking, Google TypeScript style analysis, and probabilistic decision-making. Each server is containerized and designed for independent deployment to enhance AI reasoning and development workflows.

An MCP server that bridges OpenAI's Agent SDK with multiple LLM providers (OpenAI, Anthropic, Ollama) to execute autonomous engineering tasks with full file system access.

(TypeScript)

A robust MCP server that integrates yt-dlp capabilities, allowing AI agents to search YouTube, extract video metadata, generate transcripts, and download media content across various platforms.

A comprehensive MCP server that enables AI assistants to manage and query Google Cloud Platform resources including GKE, Cloud SQL, Billing, and Logging using natural language.

A Model Context Protocol server that connects AI assistants to the SEC EDGAR database, providing structured access to corporate filings, financial statements, and insider trading data.

🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

A comprehensive MCP platform and framework for creating, hosting, and managing production-quality MCP servers using TypeScript functions or OpenAPI specifications.

All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP

A robust local memory system for LLMs that provides semantic vector search, conversation tracking, and development context persistence across tools like VS Code and LM Studio.

A comprehensive MCP server providing real-time and historical financial data from Yahoo Finance, including stock metrics, financial statements, options chains, and analyst recommendations.

A comprehensive MCP server for blockchain integration, supporting wallet management, swaps, DCA, limit orders, and staking primarily on the Solana network.

An MCP server for generating interactive Apache ECharts visualizations including PNG, SVG, and JSON formats with optional MinIO storage integration.

A comprehensive MCP server enabling AI assistants to programmatically manage and analyze Power BI Desktop models, including running DAX, managing measures, and optimizing performance.

The official Hugging Face MCP server connects LLMs to the Hugging Face Hub, enabling model and dataset searches, documentation retrieval, and dynamic integration with thousands of Gradio-based AI applications hosted on Spaces.

A comprehensive MCP server for GitHub Gists that enables AI models to manage personal knowledge, daily notes, and reusable prompt templates directly through conversation.

A Kubernetes MCP server that enables AI assistants to manage and troubleshoot clusters by executing kubectl, helm, istioctl, and argocd commands in a secure containerized environment.

A comprehensive MCP server that connects Google Search Console with Claude AI, enabling sophisticated SEO analysis, property management, and performance visualization via natural language.

A specialized MCP server that connects AI assistants with Tripo AI and Blender, allowing users to generate 3D assets from natural language descriptions directly within their 3D workflow.

An MCP server that enables users to search for scientific papers and retrieve detailed metadata, abstracts, and document links from the arXiv repository.

MCP (Model Context Protocol) Server. Enables search across Bilibili's Chinese video platform through a lightweight FastMCP interface that retrieves video content, user information, and other searchable data with optional authentication via session cookies.

An IDA Pro plugin that exposes a Model Context Protocol server, enabling AI assistants to perform deep binary analysis, disassembly, and decompilation directly within the IDA environment.