Discover Awesome MCP Servers

Multi-Function Security MCP

Enables automated security detection and compliance auditing for cloud hosts and servers, including threat detection, baseline security checks, cryptocurrency miner detection, log analysis, and real-time monitoring through API and web dashboard.

Approval Gate

Provides a human approval gate for AI agents, enabling interactive inline cards for approving, editing, or rejecting actions before they are executed.

Google Spanner MCP Server by CData

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

Remote MCP Server Authless

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling integration with AI Playground and Claude Desktop.

SMB AI Command Platform MCP Server

Enables AI assistants to interact with SMB platform APIs for querying business data, managing tasks, accessing connectors, dashboards, and monitoring security.

IIITH Mess MCP

Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal registrations, view menus, and track billing. It supports conversational commands for tasks like cancelling meals, estimating nutrition, and checking account balances.

Quickbooks MCP Server

Model Context Protocol (MCP) server implementation for Intuit Quickbooks.

webdev-mcp

An MCP server providing web development tools such as screen capturing capabilities that let AI agents take and work with screenshots of the user's screen.

shopify-mcp

Enables management of Shopify store via GraphQL, including products, orders, inventory, and discounts with security features like preview mode and write protection.

tauri-plugin-mcp

Enables AI assistants to automate and test Tauri desktop applications through the Model Context Protocol. It provides tools for app management, UI interaction, and state inspection across multiple platforms without requiring CDP dependencies.

PythonAnywhere MCP Server

Enables AI tools to manage files, web apps, and scheduled tasks on PythonAnywhere through the Model Context Protocol.

Contentful Universal MCP Server

Provides a standardized interface for interacting with Contentful's tools and services through a unified API. Enables content management and site configuration via natural language.

MCP Server - Google Workspace

Provides comprehensive programmatic control over Google Workspace applications including Sheets, Docs, Drive, Gmail, Calendar, and Slides with 141 tools for automation and management.

Context-first

Long AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp

android-shizuku-mcp

Enables LLM agents to control Android devices securely via Shizuku and Termux:API, providing a universal shell tool for command execution and persistent sessions.

CalDAV MCP Server

Enables CRUD operations for calendar events, journal entries, and todos on any CalDAV server (like Radicale) through the Model Communication Protocol.

Rastro MCP

MCP server for Rastro catalog operations, exposing catalog, service, execution, and local visualization tools for use with Claude, Codex, or any MCP-compatible client.

pointmoon-mcp

Provides sourced, current physical and environmental field-truth (weather, air quality, water, terrain, etc.) for any location, with provenance and typed silence to prevent hallucination.

VoiceVox MCP Server

Provides text-to-speech functionality via VoiceVox, enabling Claude to generate spoken audio from text using various voices.

Security Testing MCP Server

Provides penetration testing tools including nmap, nikto, sqlmap, wpscan, and exploit database searches for educational and authorized security testing purposes using Kali Linux tools.

nano-banana-mcp

MCP server for generating and editing images using Google Gemini API. Supports text-to-image generation, image editing, and image description.

Minimal MCP

A basic educational MCP server that provides simple tools for mathematical calculations, text manipulation, and time retrieval. Designed for learning MCP implementation patterns and development purposes.

BitBucket-MCP-To-Review-PRs

A read-only MCP server for the Bitbucket Cloud REST API v2.0 that enables AI assistants to browse workspaces, repositories, and review pull requests.

CoRT MCP Server

An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology that makes AI think harder by making it argue with itself repeatedly through multiple rounds of alternative generation and evaluation.

local-graphrag-mcp

A Model Context Protocol server implementing Graph RAG with local, embedded Knowledge Graph using FAISS for vector search and NetworkX for graph traversal, enabling hybrid retrieval through anchor discovery and relationship expansion.

ai-vision-mcp

Provides AI-powered image and video analysis using Google Gemini and Vertex AI models through the Model Context Protocol.

task-manager-mcp

A task manager MCP server that demonstrates all three MCP primitives (tools, resources, prompts). Enables users to manage tasks, read task summaries and details, and run structured planning/review prompts through natural language.

mcp-ping

Pings a host and returns the result.

Douban MCP Server

Enables interaction with Douban content including searching and reviewing books, movies, TV shows, and browsing group discussions. Supports searching by ISBN or keywords, retrieving reviews, and managing group topics with filtering capabilities.

Music MCP

Enables AI assistants to control Apple Music on macOS through AppleScript, providing tools for playback management, library searching, and playlist organization. It supports detailed track metadata retrieval and enhanced queue management for a seamless music experience.