Find the Best MCP Server in 2025

Enables AI agents to control the Windows operating system, performing file navigation, application launching, UI interaction, QA testing, and other automation tasks through a lightweight server.

Install, manage, and develop Model Context Protocol (MCP) servers via a client‑agnostic command‑line interface.

Provides a unified, enterprise‑ready gateway and registry that centralizes AI development tools, enforces OAuth authentication, supports dynamic tool discovery, and applies fine‑grained access control for both autonomous agents and coding assistants.

Provides an all-in-one sandbox environment that combines Browser, Shell, File operations, MCP services, and VSCode Server inside a single Docker container, enabling unified, secure execution for AI agents and developers.

Enables real-time interaction with Jupyter notebooks, allowing AI to edit, document, and execute code for data analysis, visualization, and multimodal output.

Provides a unified server that aggregates multiple Model Context Protocol (MCP) servers into a single endpoint, simplifying configuration, lowering resource consumption, and offering a standardized interaction layer for AI assistants.

Enables bidirectional integration of large language models with ROS‑enabled robots, allowing natural language commands and real‑time access to robot state, topics, services and parameters.

Delivers real‑time, per‑second infrastructure monitoring with zero‑configuration agents, on‑edge machine‑learning anomaly detection, and built‑in dashboards.

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

A Model Context Protocol server that provides web content fetching capabilities.

Model Context Protocol Servers

A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.

A Model Context Protocol server for Git repository interaction and automation.

A Model Context Protocol server that provides time and timezone conversion capabilities.

Enables humans, AI agents, and applications to retrieve highly accurate answers across large‑scale data sources, unifying heterogeneous databases, warehouses, and SaaS platforms.

Provides up-to-date, version‑specific library documentation and code examples directly inside LLM prompts, eliminating outdated information and hallucinated APIs.

Connects AI tools directly to GitHub, enabling natural‑language interactions for repository browsing, issue and pull‑request management, CI/CD monitoring, code‑security analysis, and team collaboration.

Provides a secure, elastic infrastructure that creates isolated sandboxes for running AI‑generated code with sub‑90 ms startup, unlimited persistence, and OCI/Docker compatibility.

A self‑hosted, open‑source platform that provides a no‑code builder for creating, versioning, and running AI‑driven automation workflows. Pieces are TypeScript‑based plugins that become MCP servers, allowing direct consumption by large language models.

A self‑hosted web application firewall and reverse proxy that protects web applications from attacks and exploits by filtering, monitoring, and blocking malicious HTTP/S traffic.

Provides fast, lightweight browser automation using Playwright's accessibility tree, enabling LLMs to interact with web pages through structured snapshots instead of screenshots.

Automates browser‑based workflows by leveraging large language models and computer‑vision techniques, turning natural‑language prompts into fully functional web interactions without writing custom scripts.

Enables Claude AI to control Blender for prompt‑assisted 3D modeling, scene creation, and manipulation via a socket‑based Model Context Protocol server.

Connect APIs quickly with a free, hosted integration platform that enables event‑driven automations across 1,000+ services and supports custom code in Node.js, Python, Go, or Bash.

An MCP server that streamlines database tool development by handling connection pooling, authentication, observability, and secure access, allowing agents to interact with databases via natural language.

Organizes email inbox, drafts replies in the user's tone, tracks follow‑ups, and provides analytics to achieve inbox zero quickly.

Orchestrates Claude Code, Gemini CLI, Codex CLI and a wide range of AI models to provide continuous, context‑rich workflows for code analysis, debugging, planning and pre‑commit validation.

Empowers developers to code with AI-driven assistance, delivering real‑time codebase awareness, automated lint fixing, and seamless workflow integration directly inside the editor.

Provides an agentic development environment that lets developers issue plain‑English or shell commands, have multiple AI agents write, debug, and deploy code across multi‑repo codebases, and manage those agents centrally from a modern, high‑performance terminal.

Provides an integrated, customizable AI coding agent that automates routine development tasks, writes, tests, and deploys code, and can be extended with custom Zen Agents for any workflow.

A high‑performance, multiplayer code editor designed for speed and collaboration.

AI-powered code editing with contextual chat, next‑edit suggestions, and agent mode, supporting dozens of languages and deep UI customization.

Provides an autonomous AI coding partner inside the editor that can understand natural language, manipulate files, run commands, browse the web, and be customized via modes and instructions.

An AI‑powered code editor that boosts developer productivity with intelligent autocompletion, natural‑language code editing, and deep codebase awareness.

Provides an AI conversational assistant accessible via desktop and mobile applications, allowing users to continue conversations across devices without switching tabs.

AI-powered code assistance directly inside the terminal, providing instant codebase search, coordinated multi‑file edits, test execution, and seamless integration with IDEs, CI/CD pipelines, and common developer tools.

Provides a native macOS app that consolidates multiple AI models for chat, code assistance, content creation, and image generation directly inside everyday applications.

AI‑powered autonomous coding agents, context‑aware autocomplete, terminal command automation, and deep IDE integrations accelerate software development and streamline codebase navigation.