Discover Awesome MCP Servers

Practice Fusion MCP Server

Enables interaction with Practice Fusion EHR through 19 healthcare tools for patient management, appointment scheduling, insurance verification, and document handling. Supports both local and remote access with OAuth2 authentication and structured data resources.

Memory Shell Detector MCP

A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.

Unleash Mcp

A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system.

Stealth Browser MCP

Enables AI agents to perform undetectable browser automation that bypasses Cloudflare, antibots, and social media blocks. Provides 105 tools for element extraction, network debugging, and real-world web scraping with a 98.7% success rate on protected sites.

POC MCP Server

Mirror of

CC-Meta

An MCP server that evaluates prompts using AI to provide detailed feedback on clarity, completeness, and effectiveness.

🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server

Simple MCP server using Claude to interact with a local JSON server

MCP-AWS

A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.

Risky Business MCP Server

Enables comprehensive cybersecurity vulnerability assessment by searching GitHub repositories for exploits, querying NIST NVD for CVE details, and accessing CISA's Known Exploited Vulnerabilities catalog. Supports complete vulnerability research workflows from threat intelligence gathering to proof-of-concept discovery.

Redshift MCP Server

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.

forgejo-mcp

An MCP server for managing your repositories on Forgejo/Gitea server.

Code Ocean MCP Server

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

WebSim MCP Server

Enables interaction with WebSim's public API to browse projects, discover trending content, search assets, manage user profiles, and access community comments and discussions.

Snowflake MCP Server

Enables interaction with Snowflake databases through SQL queries, schema exploration, and data analysis. Supports read/write operations, table management, and automatic insight tracking for comprehensive database operations through natural language.

Virtuoso Schematic MCP

Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, nets, and instance properties via SkillBridge. It provides tools for component inspection and schematic validation to ensure design integrity.

MCPServer (FastMCP)

A minimal Model Context Protocol server built with FastMCP that provides basic utility tools including user greetings, number addition, and file listing operations. Includes examples of exposing tools, resources, and prompts for MCP-aware clients.

Raisers Edge NXT MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Raisers Edge NXT (beta): https://www.cdata.com/download/download.aspx?sku=JZZK-V&type=beta

🤗 Hugging Face MCP Server 🤗

Mirror of

Instagram MCP Investigator

Automates Instagram profile scraping using Playwright with saved login sessions and generates AI-powered analytical reports. Enables users to extract profile data, recent posts metadata, and receive OpenAI-generated summaries through natural language interactions.

MCP API Bridge Server

A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT APIs to facilitate spreadsheet code generation, AI chat integration, and comprehensive IoT device management. It allows users to perform CRUD operations on spreadsheets, integrate Azure AI models, and handle real-time MQTT messaging for IoT applications.

GitHub MCP Server Test

A test repository created using the GitHub MCP server

Memory MCP Server (Go)

A Model Context Protocol server that provides knowledge graph management capabilities.

Bitbucket Cloud MCP Server

Enables interaction with Bitbucket Cloud through 25+ tools for managing repositories, pull requests, branches, commits, issues, pipelines, and code search with OAuth 2.0 authentication.

Neon MCP Server

A lightweight MCP server that interacts with the Neon REST API, deployable on Cloudflare Workers for streamlined database management and integration.

Selenium MCP Server

Allows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.

AMap Maps MCP Server

Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.

GitLab-MCP-Server

Mirror of

YD MCP Application

A RESTful API application based on the Koa framework that provides example endpoints for creating, reading, updating, and deleting resources.