Discover Awesome MCP Servers

Educational MCP Server

Enables AI assistants to access educational domain tools including grading, cognitive diagnosis, knowledge tracing, learning path recommendations, and sentiment analysis through FastAPI-powered small models.

Venice Browser MCP Bridge

Enables browser automation through Playwright with persistent sessions and cookie state management. Supports web navigation, page interaction, and browser control via JSON-RPC protocol over stdin/stdout.

🚀 Operative.sh Web QA Agent MCP Server

An MCP server that evaluates web applications.

Bug Bounty Hunter MCP

Professional security testing server with 50+ integrated tools for web application vulnerability scanning, reconnaissance, fuzzing, and API testing. Enables comprehensive bug bounty hunting workflows including subdomain enumeration, XSS/SQLi detection, and automated security assessments.

MCP File System Server

A simple Model Context Protocol server that enables AI assistants to interact with local file systems, allowing them to read, write, update, and delete files within a specified project directory.

Bullhorn CRM MCP Server by CData

This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Columbia MCP Server

Provides a scalable, containerized infrastructure for deploying and managing Model Context Protocol servers with monitoring, high availability, and secure configurations.

mcp-openhexa

Enables interaction with OpenHEXA platform through Claude Desktop, allowing users to query workspaces, list datasets, search pipelines, and view pipeline runs using natural language.

HopperPyMCP

A FastMCP server plugin for the Hopper disassembler that enables AI assistants to analyze binary files, disassemble procedures, generate call graphs, search strings, and manage reverse engineering tasks. Provides comprehensive binary analysis capabilities including decompilation, annotation tools, and reference tracking through natural language interactions.

peer-mcp

MCP Proxy to Expose Local MCP Server

Python Dependency Manager Companion

Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.

Cline Email MCP Auto-Setup

Automatically configures email notification functionality for Cline through SMTP integration. Enables Cline to send email notifications for task completion, errors, or user input requirements with automated setup and testing.

Crossmint Checkout MCP Server

Enables AI agents to programmatically purchase physical and virtual goods from platforms like Amazon and Shopify using stablecoins, without the need for virtual debit cards or browser automation.

Hello World MCP Server

A simple demonstration server for the Model Context Protocol that provides tools for creating and managing greetings with support for multiple transport methods (stdio, HTTP, SSE).

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example calculator and greeting tools, and resource management capabilities.

Vega-Lite MCP Server

Provides AI assistants with access to Vega-Lite documentation, visualization examples, and specification validation tools. Enables searching docs, retrieving examples by category, validating JSON specs, and accessing schema information for creating data visualizations.

Scientific Calculator MCP Server

Provides advanced mathematical calculation capabilities including symbolic algebra, numerical computing, data analysis, and image processing through SymPy, NumPy, SciPy, and pandas integration.

MCP Memory System

Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.

Claude Kubernetes MCP Server

A Model Context Protocol (MCP) server for the Kubernetes API.

Gemini CLI MCP/OpenAI Bridge

Exposes Gemini CLI's built-in tools and external MCP proxies through a unified MCP endpoint while providing an OpenAI-compatible API for Gemini models. It features configurable security modes to safely manage file system operations, web searches, and shell command execution.

MCP Template

A template for building Model Context Protocol servers that allow AI assistants to interact with custom data and services through queryable resources and specialized tools.

Meta-Dynamic MCP Server

Aggregates multiple remote Model Context Protocol endpoints and exposes them through a unified SSE interface, allowing an LLM client to interact with specialized servers without configuration changes.

MCP Headless Gmail Server

A headless server that enables reading and sending Gmail emails through API calls without requiring local credentials or browser access, designed to run remotely in containerized environments.

BrowserLoop

A Model Context Protocol (MCP) server for taking screenshots of web pages using Playwright, allowing AI agents to automatically capture and analyze screenshots for UI verification or other tasks.

Xafari MCP

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

tpm-mcp

An AI-powered Technical Project Manager that enables Claude to track projects, features, and tasks locally using SQLite. Break down complex features, track progress and blockers, and manage hierarchical project structures through natural conversation.