Discover Awesome MCP Servers

Widget MCP

Adds interactive widgets to LLM chats for common tasks like timers, stopwatches, unit conversions, and displaying facts. Breaks away from text-only interfaces by providing visual, interactive components similar to Google's search result widgets.

Minecraft MCP Server

Enables control of a Minecraft server through RCON commands via natural language, including game commands, chat-based AI interactions, and server management capabilities.

MCP SBOM Server

Performs vulnerability scans using Trivy to generate Software Bill of Materials (SBOM) in CycloneDX format. It enables automated security auditing and dependency tracking through the Model Context Protocol.

MCP Stock Assistant

Provides real-time stock information for Chinese A-shares and US stocks using the Xueqiu API. Enables users to fetch comprehensive market data including current price, percentage changes, volume, and other key metrics by stock code.

MCP SSH Manager

Enables Claude to manage multiple SSH connections, execute remote commands, and transfer files across servers. Supports secure authentication, default directories, sudo operations, and deployment automation with profiles for different project types.

MCP Firebird

Enables Large Language Models like Claude to access, query, analyze, and manage Firebird SQL databases with support for schema inspection, performance analysis, and database operations through the Model Context Protocol.

wholesale-mcp

An MCP server that enables AI assistants to browse, analyze, and automate interactions with wholesale websites using Playwright and recipe-based HTTP execution. It supports tasks like automated login, product searching, and cart management through browser snapshots and network log analysis.

Smara Memory MCP Server

Provides persistent, decay-aware memory for AI applications by integrating the Smara Memory API through semantic search and Ebbinghaus forgetting curves. It enables tools to store, search, and manage long-term user context with importance-based ranking and automatic decay.

Jokes MCP Server

An MCP server that provides access to jokes from three sources (Chuck Norris, Dad jokes, and Yo Mama jokes) for integration with Microsoft Copilot Studio.

coles-woolworths

Exposes api data

docker

sapne dekha ache baat hai sapna ke so jaana wo sahi nahi hai

AIND Metadata MCP Server

Provides access to Allen Institute for Neural Dynamics (AIND) metadata and data assets through MongoDB queries, aggregation pipelines, NWB file exploration, and AI-powered data summaries.

Google Flights MCP Server

Integrates Google Flights data into AI workflows for natural language flight searches, price comparisons, flexible date searches, and multi-city itinerary planning with support for various cabin classes and passenger types.

NetBox MCP Server

A read-only FastMCP server that enables AI assistants to query and retrieve network infrastructure information from NetBox using natural language.

peaka-mcp-server

Implementação de Servidor MCP para Peaka

Remote MCP Server Authless

A template for deploying remote Model Context Protocol servers to Cloudflare Workers using Server-Sent Events without authentication. It allows developers to quickly host custom tools and connect them to clients like Claude Desktop or the Cloudflare AI Playground.

Hello World MCP Server

Um servidor de demonstração que implementa o SDK do Protocolo de Contexto do Modelo (MCP), fornecendo ferramentas e endpoints para eventos enviados pelo servidor e tratamento de mensagens.

GroundDocs

A version-aware Kubernetes documentation assistant that connects LLMs to trusted, real-time Kubernetes docs to reduce hallucinations and ensure accurate, version-specific responses.

Dev.to Blog Publisher MCP Server

Enables publishing blog posts directly to Dev.to through the Model Context Protocol, allowing seamless content creation and publication via natural language interactions.

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.

Phenomenai

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussions, and a proposal pipeline for new terms.

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.

Apache Cassandra MCP Server by CData

Apache Cassandra MCP Server by CData

Pimp My Ride MCP Server

Enables car customization and racing through natural language by building dream rides with colors, wheels, body kits, spoilers, and driver personas. Supports saving multiple builds with performance scoring and secure authentication.

CTS MCP Server

Automates Close-to-Shore methodology for Godot game development by creating tasks in Shrimp MCP from hop plans and generating interactive visualizations of signal architectures, dependencies, and project metrics.

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

Focalboard MCP Server

Enables task and board management in Focalboard through natural language, supporting board operations, card creation/updates, and column movements with automatic authentication and user-friendly property names.

MCP Memory SQLite

Provides persistent memory and knowledge graph capabilities for AI assistants using local SQLite storage. Enables creating, searching, and managing entities, relationships, and observations with vector search support across conversations.

Bright Data Web MCP

Enables LLMs and AI agents to access real-time web data, search websites, and navigate the web without getting blocked. Includes 5,000 free monthly requests and supports web scraping, browser automation, and bypassing geo-restrictions.

Crawl4ai MCP Server

Um servidor de Protocolo de Contexto de Modelo que fornece capacidades de rastreamento web usando o Crawl4ai.