Awesome MCP Servers

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

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

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.

An MCP server to help AI assistants to answer questions and generate AccelByte Extend SDK code more effectively .

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.

Local-first MCP server that sits transparently between your AI editor and any model, classifying intent, selecting the right files, and compiling focused context — with zero manual invocation

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

True deliberative consensus MCP server where AI models debate and refine positions across multiple rounds

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

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.

Persistent code index using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+.

MCP server for AI Diagram Maker — generate beautiful software engineering diagrams directly inside Cursor, Claude Desktop, Claude Code, or any MCP-compatible AI agent

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.

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

Search and discover Ai projects from Claude Code. Browse 1,400+ MCP servers, tools, and agents. Submit projects via your Ai agent.

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

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

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

Orchestrates a dual-AI engineering loop where a Primary AI plans and implements, while a Review AI validates and reviews, with continuous feedback for optimal code quality. Supports custom AI pairing (Claude, Codex, Gemini, etc.)

Cryptographic identity for MCP clients — Ed25519 keypairs, DID-based verification, trust scoring, encrypted messaging, and artifact signing.

EU AI Act compliance scanner for Python AI agents — 10 tools for scanning, analysis, and remediation

Control Apache Airflow via its API using JWT authentication.

MCP server for Airflow

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.

EXIF for AI. AKF embeds trust scores, source provenance, and compliance metadata into every file your AI touches — DOCX, PDF, images, code, and 20+ formats. 9 MCP tools: stamp, inspect, trust, audit, scan, embed, extract, detect. Audit against EU AI Act, SOX, HIPAA, NIST in one command.