Awesome MCP Servers

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

A server for reverse engineering tasks using the pcm toolkit. Requires a local clone of the pcm repository.

An advanced penetration testing tool for automated, LLM-driven security assessments using tools like nmap and dirb.

An AI-driven platform for frontend semantic cognition and automation.

Turn natural language into powerful Perfetto trace analysis. Quickly explain jank, diagnose ANRs, spot CPU hot threads, uncover lock contention, and find memory leaks.

Execute shell commands with permission notifications.

Dynamically manage AI personas from markdown files for AI assistants like Claude.

Interacts with the Swagger Petstore API using Petclinic v3 APIs, exposing tools for OpenAI models.

An MCP server and client implementation for the Swagger Petstore API.

Enables natural language interaction with pfSense firewalls through GenAI applications.

MCP Server for PGYER platform, supports uploading, querying apps, etc.

Interacting with Phabricator API

Evaluate Pharo Smalltalk expressions and get system information via a local NeoConsole server.

Control your Android phone using ADB commands. Requires ADB tools and an Android device with USB debugging enabled.

An MCP server for integrating with and automating Adobe Photoshop using the photoshop-python-api.

Provides semantic PHP code analysis and refactoring tools, enabling AI assistants to perform safe, intelligent code transformations at the AST level.

A server-side implementation of the Model Context Protocol (MCP) for PHP applications, allowing exposure of application parts as standardized MCP Tools, Resources, and Prompts.

A Laravel wrapper for the php-mcp/server library to expose Laravel applications as MCP servers.

An MCP server for interacting with the PI Dashboard API.

An MCP server for Pica that enables seamless interaction with various third-party services through a standardized interface.

Integrates with the Pica API platform to interact with various third-party services through a standardized interface.

Quickly retrieve SVGs using the Iconify API, with no external data files required.

An MCP server providing on-chain AI tools for seamless interaction with the Solana blockchain.

Fetch READMEs, metadata, and search for Python packages on PyPI.

Integrate with PipeCD to manage applications and deployments.

Generate and manipulate pixel art using the PixelLab API.

Generate images and videos from templates using the Placid.app API.

MCP server that provides PlantUML diagram generation capabilities

Automate Playwright flows using natural language with Midscene.js and AI.

Generate Playwright tests with AI assistants by providing real-time access to the browser DOM, interactions, and screenshots.

An intelligent tool that uses MCP to autonomously explore websites and generate Playwright tests from natural language descriptions.