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

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.

MCP server that gives AI assistants on-demand access to 1,500+ amCharts docs, ~300 code examples, and 1000+ class API references.

AMS – Deterministic Agent Pipeline with A2A‑style Orchestration and Cryptographic Audit

MCP server that bridges LCOV coverage reports to 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).

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.

Edit Android preferences using adb and Node.js.

Automate Android devices using the Gbox SDK.

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.

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

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.

Embeds intelligent guidance into AI workflows to organize development and ensure quality.

A server that dynamically creates MCP endpoints from any OpenAPI specification URL.

An MCP server for integrating AI agents with the SkyWalking observability platform and its ecosystem.

A hosted API /MCP platform providing developer-friendly JSON endpoints for user-agent parsing, postal code search with spatial queries, country/subdivision lookup, cryptographic hashing, IP geolocation, email risk scoring, and more.

Adds possibility to work with testing management via MCP

A TypeScript MCP server to access Apifox API data via Stdio.

An enhanced Apifox MCP service providing comprehensive API management capabilities for Claude Desktop and Cursor.

Provides API documentation from Apifox projects as a data source for AI programming tools that support MCP.

APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.