AI & ML

The Azure MCP Server provides a comprehensive bridge between AI agents and over 30 Azure services, enabling automated resource management, cloud architecture design, and database operations through a standardized interface.

A2V is a decentralized protocol and value governance layer that enables AI agents to measure, exchange, and settle economic value on-chain through MCP and X402 protocol integrations.

A robust framework for building multi-agent systems and AI pipelines, featuring support for tool calling, vectorized model operations, and fine-tuning capabilities across various LLM providers.

The official MiniMax MCP server provides advanced multimodal AI capabilities including high-quality text-to-speech, voice cloning, music generation, and state-of-the-art video and image generation via MiniMax APIs.

Official Qdrant MCP server that enables LLMs to store and retrieve semantic memories using the Qdrant vector database as a knowledge retrieval layer.

The Azure DevOps MCP Server enables local interaction with Azure DevOps services like repositories, work items, builds, and wikis directly through MCP-compatible clients.

Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform

A high-performance memory service that provides persistent, semantic context across AI sessions for Claude, Cursor, and other MCP clients. It features hybrid SQLite/Cloudflare storage, automated document ingestion, and a knowledge graph system for intelligent relationship mapping.

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

Integrates ElevenLabs' advanced text-to-speech and audio processing APIs into MCP clients, enabling voice cloning, speech generation, and multi-speaker transcription.

The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏.

Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport.

A Java-based enterprise management platform for Xiaozhi ESP32 hardware, providing integrated firmware management, voice cloning, and multi-LLM support for IoT device control.

An MCP server for Xiaohongshu (XHS) automation, enabling AI-driven content publishing, cookie management, and creator data analysis via natural language.

Search engine for AI agents (search + extract) powered by Tavily

A Model Context Protocol implementation that provides secure integration between AI applications and MySQL databases, supporting schema exploration and SQL execution.

Peekaboo is a native macOS automation server that provides high-fidelity screen capture, GUI control, and AI-powered vision analysis to perform complex UI tasks through a standardized MCP interface.

A plugin for JADX that integrates the Model Context Protocol (MCP) to enable AI-powered reverse engineering and static analysis of Android APKs directly within LLMs like Claude.

Minima is an on-premises RAG (Retrieval-Augmented Generation) server that enables local file searching and indexing for use with Claude, ChatGPT, and GitHub Copilot.

A lightweight self-hosted markdown note-taking application built with Go and SQLite, featuring full-text search and MCP support for interacting with notes.

An MCP server that provides a direct interface to the Claude Code CLI, allowing agents to execute complex, multi-step coding tasks, file operations, and Git commands with automatic permission bypass.

OpenOps is a no-code FinOps automation platform designed to manage and optimize cloud costs through customizable workflows, reporting tables, and deep integrations with AWS, Azure, and GCP.

A specialized MCP server for publishing Markdown content to WeChat Official Accounts with automatic layout styling and image handling.

A comprehensive open-source chatbot platform that integrates the Model Context Protocol (MCP) to provide advanced tools like browser automation, code execution, and visual workflows.

A headless browser-based MCP server that uses Playwright to fetch, render, and extract clean Markdown or HTML content from JavaScript-heavy websites.

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

An MCP server for accessing RedNote (XiaoHongShu) content, allowing users to search for posts by keyword and retrieve content via URLs.

A proxy server that enables AI assistants to interact with JetBrains IDEs, facilitating code analysis and development tasks directly within the IDE environment.

SafeDep vet-mcp provides real-time security vetting for open source packages, detecting vulnerabilities and malicious code in software dependencies. It allows AI agents to perform automated security analysis and policy enforcement for multi-ecosystem projects.

A comprehensive MCP server that bridges AI IDEs with Tencent CloudBase, enabling full-stack application deployment, database management, and cloud function orchestration through natural language.