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

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.

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.)

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.

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

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.

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

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

Control Apache Airflow via its API using JWT authentication.

MCP server for Airflow

Assists with aki-ui component development and usage.

ALAPI MCP Tools,Call hundreds of API interfaces via MCP

Interact with Alchemy's blockchain APIs to query data without writing code.

A Model Context Protocol (MCP) server that enables AI assistants to integrate with Prometheus Alertmanager

MCP to interact with Alertmanager - observability alerts management tool

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.

Provides utility functions for common tasks like text processing, encoding, decoding, hashing, and system information.

AI-powered SVG animation generator that transforms static files into animated SVG components using the Allyson platform

Interact with Alpaca's Trading API for stocks, options, portfolios, and real-time market data using LLMs.

MCP server for game test automation

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.

Control Android devices using the Android Debug Bridge (ADB).

An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.

Control Android devices via the Android Debug Bridge (ADB).