Awesome MCP Servers

Put performance and error data directly in the hands of your AI assistant.

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A server providing setup guidance for students learning agent development, with support for both Python and TypeScript.

Bring agent evaluations, observability, and synthetic test set generation directly into your IDE for free with Galileo's new MCP server

A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.

An AI Agent with optional Human-in-the-Loop Safety and Model Context Protocol (MCP) integration.

A server that provides VRM avatar functionality for Large Language Models (LLMs) by connecting to an AgentVRM engine.

A secure, Docker-based server providing core execution capabilities for AI agents.

A toolkit for autonomous agent development with tools for task management, filesystem operations, browser automation, and terminal control.

A VS Code extension with a GUI for the agentic-tools-mcp server, enhancing task and memory management.

An all-in-one MCP server for developers, connecting coding AI to databases, data warehouses, data pipelines, and cloud services.

An MCP server for AgentOps, providing observability and evaluation tools for AI agents.

A planning and orchestration system for AI-driven software development.

An AI-powered server for generating agile artifacts like backlogs, features, and user stories.

An MCP server providing model wrapper tools for agile development teams, requiring external API keys.

Manipulate Adventure Game Studio (AGS) compiled room (.crm) files to enable AI-powered game development.

An AI agent for the Playwright MCP server, enabling automated web testing and interaction.

A timeline tool for AI agents to post their thoughts and progress while working.

An AI agent using the Model Context Protocol (MCP) with a Node.js server providing REST resources for users and messages.

Assists AI developers with requirement clarification, module design, and technical architecture.

An AI assistant for development tasks, including taking screenshots, architecting solutions, and performing code reviews.

Generate images using the Together AI API. Supports custom aspect ratios, save paths, and batch generation.

An MCP server for real-time user intervention in AI-assisted development workflows.

Receive system notifications in your code editor when an AI response is complete.

AI-powered tools for code review, brainstorming, performance analysis, and security review in Ruby.

Searching and access your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex.

Integrates with Google AI Studio/Gemini API for PDF to Markdown conversion and content generation.

A unified framework for integrating various language models and embedding providers to generate text completions and embeddings.

An MCP server for offloading AI coding tasks to Aider, enhancing development efficiency and flexibility.

AI-powered code quality analysis to detect best practice violations, security issues, and architectural problems in real-time.

An MCP server with integrations for GitLab, Jira, Confluence, and YouTube, providing AI-powered search and development utility tools.