Explore All MCP Servers
Discover and explore Model Context Protocol servers
mcp-server-qdrant
by qdrant
The mcp-server-qdrant project is designed to integrate Qdrant, a vector search engine, with the Model Context Protocol to provide a robust semantic memory layer. It allows users to store and retrieve data across a Qdrant database using standardized MCP tools, making it suitable for various AI applications.
hyper-mcp
by tuananh
hyper-mcp is a versatile MCP server designed for integrating AI capabilities into applications through WebAssembly plugins. It supports cross-platform deployment and a wide range of environments, with a strong emphasis on security and plugin management.
mcp-crawl4ai-rag
by coleam00
Crawl4AI RAG MCP Server is a web crawling tool designed for AI agents and coding assistants. It provides advanced web scraping and retrieval capabilities by integrating with Supabase and supports multiple embedding models for enhanced RAG processes.
mcp-windbg
by svnscha
The project is an MCP Server designed to enable AI-driven analysis of Windows crash dumps via WinDBG/CDB. It acts as a bridge allowing AI models to execute debugger commands, aiding in effective crash dump analysis. It integrates with tools like Visual Studio Code and GitHub Copilot to enhance analysis capabilities.
sitemcp
by ryoppippi
SiteMCP is a tool designed to fetch entire websites and serve them as an MCP server. It offers customizable features such as tool naming, content length configuration, page matching, and readability improvement through CSS selectors. It is particularly useful for users needing to manage large amounts of site data efficiently.
iMCP
by loopwork-ai
iMCP is a macOS app that connects users' digital life with AI capabilities. It supports a variety of services like calendar management, contact access, and location services, using the Model Context Protocol (MCP) for seamless integration with compatible clients like Claude Desktop.
mcp-server-chart
by antvis
MCP Server Chart is a server for generating various chart types using the Model Context Protocol and AntV tools. It supports over 15 different charts and can be deployed on multiple platforms and in private environments.
mysql_mcp_server
by designcomputer
The MySQL MCP Server is a secure protocol implementation designed to facilitate communication between AI applications and MySQL databases. It enhances database safety and structure by providing a controlled interface for data interaction and analysis.
deepwiki-mcp
by regenrek
Deepwiki MCP Server is an unofficial tool designed to crawl and convert Deepwiki URLs into Markdown documents. It emphasizes safety, performance, and flexible output formats, making it a useful resource for converting web content into Markdown.
mcp-unity
by CoderGamester
MCP Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop, Windsurf, Cursor)
MCP Component Server
by baidubce
The MCP Component Server is designed to convert AppBuilder Components into FastMCP tools to integrate Baidu cloud AI services into MCP-compatible environments, offering features like content type management and custom tool registration.
Knowledge Base MCP Server
by baidubce
The Knowledge Base MCP Server is designed to facilitate the management of knowledge bases and their documents through the MCP protocol. It supports operations such as creating, managing, and querying knowledge bases, while offering tools for document management.
Baidu AI Search
by baidubce
Baidu AI Search is a component that integrates Baidu's search technology with large language models to provide intelligent, real-time search results across various industries. It offers features like custom persona settings, query rewriting, and search scope configuration.
kubectl-mcp-server
by rohitg00
Kubectl MCP Tool is a Model Context Protocol server designed for Kubernetes, facilitating natural language interaction with AI assistants to manage clusters efficiently. It offers extensive features including core Kubernetes operations, natural language processing, monitoring, security, and diagnostics.
dbhub
by bytebase
DBHub is a universal database gateway enabling MCP-compatible clients to explore and interact with various databases. It supports secure connections, read-only modes, and is equipped with tools for SQL execution and database analysis. The gateway facilitates integration with clients using either `stdio` or `sse` transports.
RedNote-MCP
by iFurySt
RedNote MCP is a service for accessing Xiaohongshu content with features like authentication management and keyword searches. It can be used as a command-line tool and has specific instructions for setup and development.
qgis_mcp
by jjsantos01
QGISMCP is a Model Context Protocol integration connecting QGIS with Claude AI, enabling rich client-server interaction. It allows for project and layer manipulation as well as execution of processing scripts and custom Python code within QGIS.
browser-use-mcp-server
by co-browser
The 'browser-use-mcp-server' project is an MCP server aimed at enabling AI agents to control web browsers through automation. It features dual transport modes, real-time VNC streaming, and asynchronous task execution, making it versatile for browser-related tasks.
MiniMax-MCP
by MiniMax-AI
MiniMax MCP server provides APIs for generating text-to-speech and multimedia content, supporting MCP clients like Claude Desktop and Cursor. It enables voice cloning and multimedia generation while offering region-specific setups.
wcgw
by rusiaaman
The project "Shell and Coding Agent for Claude and other MCP clients" is an MCP server that enables chat applications to code, build, and execute tasks on local machines. It offers interactive command handling, large file editing, and syntax checking, with multiple modes for diverse workflows.
terraform-mcp-server
by hashicorp
The Terraform MCP Server facilitates seamless integration with Terraform's APIs, providing enhanced automation and insight for Infrastructure as Code (IaC) workflows. It supports automated discovery, data extraction, and detailed insights into Terraform plugins and modules.
pg-mcp-server
by stuzero
The PostgreSQL Model Context Protocol (PG-MCP) Server is a comprehensive solution for integrating AI agents with PostgreSQL databases. Key features include robust connection management, advanced query and schema discovery tools, and support for extensions like PostGIS. It's built for seamless database interaction via an enhanced API, ensuring secure and efficient data management.
mcp-server-docker
by ckreiling
The Docker MCP server allows users to manage Docker containers using natural language. It provides features to compose, introspect, and manage containers, volumes, networks, and images. Designed for server administrators, tinkerers, and AI enthusiasts, it expands the reach of LLM capabilities.
UnityMCP
by Arodoid
UnityMCP is a robust Unity Editor plugin that fully leverages the Model Context Protocol (MCP) for integration between Unity and AI assistants. It offers tools such as editor state monitoring, command execution, and log retrieval, enhancing development workflows for Unity projects with real-time capabilities.
ida-mcp-server
by MxIris-Reverse-Engineering
The IDA MCP Server is designed to facilitate interaction and automation with IDA using Model Context Protocols and Large Language Models. It is in early development, indicating potential for additional features and improvements over time.
godot-mcp
by Coding-Solo
Godot MCP is a Model Context Protocol server that facilitates interaction with the Godot game engine for AI assistants. It helps automate tasks such as launching the editor, running projects, and managing scenes, enhancing AI-generated code quality and debugging capabilities.
mcpdoc
by langchain-ai
The MCP LLMS-TXT Documentation Server provides a framework for accessing and auditing documentation files within applications like Cursor and Windsurf. It enhances user control over tool interactions and context retrieval, ensuring only authorized domain access.
HowToCook-mcp
by worryzyy
The HowToCook-MCP Server is a Model Context Protocol server that empowers AI assistants to function as personal chefs. It aids users in meal planning and recipe recommendations, with features like categorized searches and intelligent meal suggestions.
brightdata-mcp
by brightdata-com
Bright Data MCP server enhances AI agents by providing real-time web data access and extraction capabilities while bypassing geo-restrictions and bot detection. It offers seamless integration with MCP-compatible assistants and includes security best practices for handling web data.
tavily-mcp
by tavily-ai
Tavily MCP server is designed for integrating AI systems with data extraction and interaction capabilities. It provides tools like search, extract, and mapping to enhance AI assistants like Claude by enabling them to interact with web information in real-time. Developed by Anthropic, Tavily MCP focuses on facilitating seamless AI integration with secure connections.
mcp-server-mysql
by benborla
This project is an MCP server allowing seamless integration with MySQL databases for querying and schema access, leveraging NodeJS. It supports complex configurations for multi-database environments, provides schema-specific permissions, and ensures high performance and security.
fetch-mcp
by zcaceres
Fetch MCP Server is designed to fetch and transform web content, providing it in formats such as HTML, JSON, plain text, and Markdown. It supports custom headers and utilizes JSDOM and TurndownService for content parsing and conversion.
line-bot-mcp-server
by line
The LINE Bot MCP Server facilitates integration between AI Agents and the LINE Messaging API, providing tools to send messages and handle communication over LINE Official Accounts. Designed for experimental purposes, it features a preview version with customizable broadcasting capabilities and user profile retrieval.
manim-mcp-server
by abhiemj
The Manim MCP Server is designed to execute Manim animation scripts and return the resulting videos. It is portable, configurable, and integrates with Claude to dynamically generate animations. The project is open-source and licensed under the MIT License.
ios-simulator-mcp
by joshuayoes
The iOS Simulator MCP Server is a protocol server that allows interaction with iOS simulators for UI testing and inspection. It is useful for quality assurance tasks, providing several features to control and inspect simulator UI elements.
android-mcp-server
by minhalvp
The Android MCP Server offers programmatic control over Android devices using ADB, enabling command execution, screenshot capture, UI analysis, and package management. It's designed to be used with an MCP client like Claude Desktop.
mcp-server-data-exploration
by reading-plus-ai
MCP Server is an interactive tool for data exploration, functioning as a personal data scientist by providing insights from complex datasets. It facilitates exploration through easy-to-use prompt templates and tools within Claude Desktop.
mcp-gsuite
by MarkusPfundstein
The mcp-gsuite project is an MCP server designed to integrate with Gmail and Google Calendar, supporting multiple accounts. It offers functionality such as querying emails, managing email drafts, organizing calendar events, and more, with OAuth2-based Google Workspace API access.
mcp-send-email
by resend
This project is a simple Model Context Protocol (MCP) server designed to facilitate sending emails seamlessly through Resend's API. It allows for sending both plain text and HTML emails, scheduling, and customization of sender information. The MCP server integrates with Cursor and Claude Desktop for ease of use.
mcp-youtube
by anaisbetts
The YouTube MCP Server integrates YouTube subtitle downloads with claude.ai through the Model Context Protocol, enabling users to obtain video summaries using specific commands. It requires the installation of `yt-dlp` for functionality.
mcp-language-server
by isaacphi
The MCP Language Server is designed to enhance code navigation and analysis by integrating language server protocols for various programming languages into MCP-enabled systems. It provides features like semantic analysis and diagnostics to improve the workflow of developers using LLMs.
mcp-server-weread
by freestylefly
WeChat Reading MCP Server provides Model Context Protocol services to integrate WeChat Reading data with large language models, enhancing data access and management for users. It supports features like bookshelf retrieval, book search, notes and highlight management, and popular review acquisition.
memory-bank-mcp
by alioshr
Memory Bank MCP Server is a protocol server that centralizes management of memory banks, allowing remote access and multi-project handling. It enhances the capabilities of traditional memory banks with an emphasis on security and consistent file management.
iterm-mcp
by ferrislucas
iterm-mcp is a Model Context Protocol server that integrates with iTerm, allowing models to interact with terminal sessions. It features efficient token usage, full terminal control, and simple integration with minimal dependencies.
obsidian-mcp
by StevenStavrakis
Obsidian MCP Server allows AI assistants to interface with Obsidian vaults for note management and organization. It provides robust features for reading, creating, editing, and tagging notes, ensuring comprehensive note-taking capabilities. Users are advised to back up their data regularly.
spotify-mcp
by varunneal
The spotify-mcp project is an MCP server that integrates Claude with Spotify, allowing users to control and interact with their Spotify account programmatically. Key features include managing playback, searching for media, and handling playlists.
Gmail-MCP-Server
by GongRzhe
The Gmail AutoAuth MCP Server integrates Gmail functionalities into Claude Desktop, allowing AI-driven management of emails through natural language. It offers comprehensive email and label management, advanced search capabilities, and efficient batch processing, with secure OAuth authentication and Docker support.
mcp-memory-service
by doobidoo
The MCP Memory Service is a scalable and cross-platform server providing semantic memory storage for Claude Desktop. It offers advanced semantic search and retrieval functions along with robust database management capabilities using ChromaDB.
mcp-clickhouse
by ClickHouse
ClickHouse MCP Server is a model context protocol server specifically for ClickHouse, allowing for executing secure SQL queries and managing databases easily. It is configurable to work both locally and with cloud setups, providing streamlined operations for developers.
mcp-mem0
by coleam00
MCP-Mem0 is a template MCP server for AI agents to use long-term memory, integrated with Mem0. It provides persistent memory capabilities, allowing storage, retrieval, and semantic search functionalities, serving as a basis for developing other MCP servers.
mcp-filesystem-server
by mark3labs
The MCP Filesystem Server provides secure file system operations via the Model Context Protocol. It features directory access, file manipulation tools, and supports integrations with Docker and Go projects.
jupyter-mcp-server
by datalayer
Jupyter MCP Server is a Model Context Protocol server implementation designed to integrate with Jupyter notebooks using any JupyterLab instance. It offers real-time control and compatibility with MCP clients, enhancing notebook interaction.
awesome-cursor-mpc-server
by kleneway
The AI Development Assistant MCP Server is a development toolkit designed to offer intelligent coding assistance through AI tools. It integrates with Cursor to support functions like code architecture planning, UI screenshot analysis, and code reviews, serving primarily as an educational tool.
n8n-mcp-server
by leonardsellem
The n8n MCP Server allows AI assistants to control n8n workflows using natural language. It enhances automation by providing tools for workflow and execution management, making it an essential tool for integrating AI assistance with workflow automation platforms.
FluxCD MCP Server
by controlplaneio-fluxcd
Flux MCP Server integrates AI assistants with Kubernetes clusters running Flux Operator, enabling analysis and troubleshooting using natural language. It provides features like debugging GitOps pipelines, intelligent root cause analysis, and visualization of dependencies.
linear-mcp-server
by jerhadf
The Linear MCP Server facilitated integration with Linear's issue tracking system via the Model Context Protocol, allowing large language models to manage and interact with Linear issues. It included tools for creating, updating, and searching issues but has since been deprecated.
moling
by gojue
MoLing is a desktop and browser-based MCP Server that facilitates system interaction through operating system APIs. It allows for file operations, command executions, and browser control without requiring any dependencies. The project supports various MCP clients and offers automation features across multiple platforms.
dev-mcp
by Shopify
The Shopify Dev MCP Server is designed to facilitate interactions with Shopify APIs through a Model Context Protocol, offering support for the Admin GraphQL API and Functions, with optional Polaris Web Components integration. It provides essential tools and prompts to enhance usability and development.
tfmcp
by nwiizo
tfmcp is a command-line tool that integrates with Terraform through the Model Context Protocol, enabling AI methods to manage and operate Terraform environments securely and effectively. It provides a rich set of features, including Docker support, high-speed processing, and compatibility with AI platforms like Claude Desktop.
homeassistant-mcp
by tevonsb
This project creates a bridge between Home Assistant and Language Learning Models, enabling natural language control of smart home devices via the Model Context Protocol. It offers a robust API for device control, automation management, and secure operations, suitable for integration with various platforms.