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

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.

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

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

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

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).

Edit Android preferences using adb and Node.js.

Automate Android devices using the Gbox SDK.

A growing collection of MCP tools for Android Development. Currently features a deterministic Figma-SVG-to-Android-XML converter, with plans for Gradle analysis, Resource management, and ADB integration tools.

An MCP server providing AI assistants with discovery capabilities for angreal projects.

An MCP server for accessing the official Angular documentation.

Executes Manim Python animation scripts to generate and return videos.

Provides tools to interact with the Ansible Automation Platform API for automation tasks.

Access comprehensive documentation for Ant Design components, including examples, API references, and best practices.

Provides Ant Design component documentation to large language models (LLMs), allowing them to explore and understand the components.

A TypeScript MCP server for integrating with the AntBot AI-based RPA platform, handling tool listing and execution.