Explore All MCP Servers
Discover and explore Model Context Protocol servers
gitlab-mcp-server
by LuisCusihuaman
The GitLab MCP Server is designed to enhance interactions between GitLab and AI tools by providing seamless API integration. It offers advanced automation features and supports dynamic tool discovery for optimized workflows within GitLab projects.
chronos-mcp-server
by aadversteeg
Chronos MCP Server offers timezone-aware date and time information through a simple MCP protocol interface. It is built in .NET Core, designed for lightweight deployment, including Docker support, and features robust error handling.
jmh108_MCP-server-readability-python
by MCP-Mirror
The MCP Server Readability Parser is a Python implementation of an MCP server that extracts and optimizes webpage content into Markdown, using the Readability algorithm to eliminate unnecessary elements like ads and navigation. It is designed for efficient LLM processing and delivers consistent, cleanly formatted output.
dpdispatcher-mcp-server
by PhelanShao
The Dispatcher MCP Server provides a way to manage computational jobs using the dpdispatcher library. It enables language models and MCP clients to submit, track, and manage jobs on local or HPC systems, with support for interactive configuration and stdio transport.
mcp-server-demo
by liqingdong
This project is a demonstration of a Model Control Protocol server utilizing Spring Boot and AI tools for intelligent service delivery. Key functionalities include number services and weather services with suggestions for expansion using external APIs.
didlogic_mcp
by UserAd
The Didlogic MCP Server implements a Model Context Protocol (MCP) for the Didlogic API, enabling Large Language Models to interact with Didlogic services. It features tools for API access, balance, SIP accounts, IP restrictions, and transaction management.
filesystem-mcp-server
by ai-yliu
The Filesystem MCP Server is a protocol server that enables filesystem operations for Claude AI. It supports reading, writing, and searching files, as well as managing directories with a focus on security and operational constraints. The server's operations are limited to specific directories set via command-line arguments.
jap-vocab-anki-mcp-server
by vionwinnie
This project is a Model Context Protocol server for interacting with Anki decks, with special support for Japanese language learning. It facilitates programmatic addition and management of vocabulary cards, including sample sentences, and tracking of review progress.
couchbase-mcp-server
by hummusonrails
Couchbase MCP Server enables natural language queries on Couchbase Capella clusters using the Model Context Protocol (MCP). It facilitates interactions between language models and external systems, providing an efficient Couchbase querying tool.
ragie-mcp-server
by andyciggy
The Ragie Model Context Protocol Server allows AI models to retrieve information from a Ragie knowledge base using the MCP protocol, featuring a retrieval tool to search and query the knowledge base effectively. It requires Node.js and a Ragie API key to operate.
switch-bot-mcp-server
by yasu89
The SwitchBot MCP Server is designed to control SwitchBot devices interactively using the Model Context Protocol (MCP). It supports operations on multiple devices simultaneously, enabling users to perform tasks using data retrieved from other devices.
mcp-server-weather-python
by yestarz
The Weather MCP Server is a protocol-based service providing real-time weather information using the QWeather API. It offers detailed weather data and supports integration with CherryStudio for easy configuration and usage.
prometheus-mcp
by etruong42
Prometheus MCP is a demonstration project for a Model Context Protocol (MCP) server, highlighting its integration with other services like Claude. It provides a basic setup and running guide to showcase MCP functionality.
mcp-florence2
by jkawamoto
Florence-2 MCP Server enables image processing by extracting text using OCR and generating captions. It supports both local and web-based image sources, and is compatible with Claude Desktop and Goose tools.
smallest-ai-mcp
by Akshay-Sisodia
The Smallest AI MCP Server connects the Waves API with MCP-compatible LLMs, focusing on speed and security for voice applications. It allows for seamless voice synthesis and voice cloning workflows.
me_mcp_server
by jhgaylor
The Me MCP Server is a Model Context Protocol server designed to enhance your job search experience by providing personalized instructions and access to various resources like LinkedIn and GitHub profiles. It supports different communication transports for flexibility in deployment and usage.
twitter-mcp-server
by theo-nash
The project is a Model Context Protocol (MCP) server enabling AI models to interact with Twitter by using the agent-twitter-client package, without direct access to the Twitter API. It supports various authentication methods, includes extensive documentation, and offers integration with Grok for enhanced Twitter interactions.
burpsuite-mcp-server
by Cyreslab-AI
The Burpsuite MCP Server provides MCP protocol integration with Burpsuite Professional for AI-driven web security testing and scanning processes. It includes tools to start scans, assess vulnerabilities, and access proxy data. It supports both installation via Smithery and manual setup.
mcp-server-minecraft-mod-devdoc
by Zhou-Shilin
This project is a Model Context Protocol (MCP) Server tailored for Minecraft mod development, providing structured access to mod documentation. It supports integration with various clients and can expand to different document sources.
fess-mcp-server
by g-fukurowl
Fess MCP Server is a middleware solution that interfaces with the Fess search engine, enabling enhanced information retrieval capabilities for MCP clients such as Claude for Desktop. It supports both Docker and non-Docker setups, and offers comprehensive testing procedures.
ILHealth-mcp
by david-aftergut
The Israel Health Data MCP Server provides access to the Israeli Ministry of Health data through a Model Context Protocol server, enabling efficient retrieval of data concerning medical services quality, child development, and more. It is designed to bridge the gap between the Ministry's API and MCP clients, offering various tools for data interaction.
louvre-mcp
by oliviermichel
Louvre MCP is an MCP server designed for interacting with the Louvre museum's digital collection. It allows users to search for artworks, obtain detailed information, and retrieve artwork images. The server offers different options for accessing artwork details and images, making it a useful tool for exploring the Louvre's collection.
mealserver
by D-C2211
The Meal Server is a Python-based Model Context Protocol (MCP) server that interfaces with TheMealDB API to access a vast collection of recipes. Users can search for meals using natural language through various criteria such as name, ingredient, category, and more. The server includes features for saving ingredients, accessing categories, and using predefined prompts for intuitive queries.
Gauntlet-Incept-MCP
by Birdsmith
Gauntlet-Incept is a project designed to generate tailored educational content for K-8 students using a REST API and Model Context Protocol server. It features article and question generation, tagging, and grading, with Docker support for deployment and integration with Claude Desktop.
mcp_census_server
by kaman1
The MCP Census Server is a robust solution designed to access US Census Bureau data using the Model Context Protocol (MCP). It features API key authentication, JSON-RPC interactions, and caching mechanisms, with both a server and client application configured for development and deployment.
deep-research-mcp
by JoshuaLelon
Deep Research MCP is a multi-agent research framework that utilizes Python and the Message Control Protocol to facilitate research activities. It includes a variety of AI agents, memory management, and a FastMCP server setup to manage and orchestrate research tasks efficiently.
sftp-ssh-mcp
by gradyyoung
SFTP-SSH MCP Server is an MCP server designed to provide secure SFTP-SSH control for Linux and Windows machines. It integrates with LLMs and other MCP clients to facilitate secure execution of shell commands over SSH.
nextjs-mcp-server
by BitHighlander
This project is a Motion Control Protocol (MCP) server implemented using Next.js. It supports real-time communication through Server-Sent Events and provides a JSON-RPC compliant API for tool invocation. It is designed to integrate with Cursor as an external tool provider.
cf-mcp-server
by anishgowda21
The project provides a Cloudflare Worker using the Model Context Protocol that allows the AI assistant Claude to access and use external services and APIs directly from user interactions. It features tools for fetching weather data, IP geolocation, web search, and HTTP requests, designed for seamless integration and interaction.
desktop-image-manager-mcp
by zhixiaoqiang
The Desktop Image Manager MCP Server is a desktop application that provides functionalities to count, list, and compress image files on the desktop, optimized for users managing large image collections. It supports multiple image formats and allows customizable compression quality.
developer
by tejpalvirk
The Developer MCP Server is a context management system tailored for software development teams to maintain and track project context, dependencies, and progress. It provides tools for session management, decision tracking, and milestone monitoring, enhancing continuity and efficiency in development workflows.
xero-mcp-server
by andyciggy
The Xero MCP Server is a Model Context Protocol server that enables seamless access to Xero's accounting and business features via standardized MCP commands. Key highlights include comprehensive contact and invoice management, and full compliance with MCP protocols.
attio-mcp
by kesslerio
The Attio MCP Server is a tool designed to connect Model Context Protocol clients to the Attio API, facilitating interactions with CRM data. Its features include APIs for managing company and people data, notes, and list entries.
mcp-server-galaxy-tool
by goeckslab
This project is an MCP server that facilitates the management and utility functions related to Galaxy tool XML files, including validation and template generation. It is intended for use with the Cline extension in VSCode, requiring Python 3.8+ and UV for setup.
mcp-server
by Tryd0g0lik
This project provides a basic Model Context Protocol (MCP) server written in Python that enables file searching within a file system. It's designed for integration with VSCode using the Cline extension for ease of use.
mcp-solana-affiliate
by waifuai
The MCP Solana Affiliate Server is designed to manage the affiliate program for the `mcp_solana_ico` project. It functions independently to handle registration and commission tracking using unique affiliate IDs and Solana Blink URLs. This server enhances scalability and separation of concerns from the main ICO server.
refine-prompt
by FelippeFarias
Refine Prompt is a tool that refines natural language prompts into structured instructions for large language models, leveraging advanced AI capabilities. It supports a range of tasks, enhancing prompt clarity and effectiveness.
mcp-audacity
by An-3
The Audacity MCP Server is designed to interface with Audacity via its mod-script-pipe interface, allowing users to control audio operations like recording and playback through a remote server. It integrates with tools like `uv` and the Claude Desktop client for enhanced functionality.
mcp-command-exec
by cnosuke
MCP Command Executor is a server implementation that safely executes system commands through the MCP protocol, using an allowlist to filter permissible actions. It features customizable environment settings and security measures to prevent unauthorized command execution.
mcp-solana-internet
by waifuai
The MCP Solana Internet project demonstrates a proof-of-concept server integrating with Solana blockchain to enable paid access to content using direct SOL payments. It offers a decentralized, permissionless access control system by combining the MCP protocol with blockchain technology.
dockerized-mcp-server-template
by zantis
The Dockerized MCP Server Template provides a streamlined approach to deploying a Python-based MCP server in a Docker environment. It supports integration with Large Language Models and utilizes Streamable HTTP for efficient real-time communication, making it suitable for scalable and resource-efficient applications.
influx_mcp
by m4tyn0
InfluxDB MCP Server is designed to enable secure and standardized access to InfluxDB 1.8 databases. It uses JWT authentication to ensure only authorized read-only queries are executed, enhancing security and usability for AI applications.
bigquery-analysis-mcp-server
by gotalab
The BigQuery Analysis MCP Server facilitates SQL query execution on Google BigQuery with functionalities for query validation and safe execution. It ensures data safety by only executing non-modifying queries under 1TB, and provides results in a JSON format.
notifications-mcp-server
by charles-adedotun
The Claude Notification Server is a lightweight MCP server designed to provide auditory and visual notifications for Claude Desktop on macOS. It supports native system sounds and customizable notifications, ensuring integration with macOS features. With minimal dependencies, it offers a flexible setup and multiple fallback notification methods.
stablemcp
by mkm29
StableMCP is a server implementation of the Model Context Protocol designed for generating images through Stable Diffusion. It supports customizable image generation parameters and integrates with Stable Diffusion models via a JSON-RPC 2.0 API.
mcp-weather
by wizcas
MCP Weather is an MCP server that supplies weather information, designed primarily for educational purposes. It operates in SSE mode and integrates into a client like Cherry Studio.
osm-mcp-server
by tpp6me
This project is an MCP server dedicated to leveraging OSM functionalities like geocoding and routing. It provides educational insights into implementing these APIs, supporting integration with IDEs like VSCode and applications like Claude.
iac-memory-mcp-server
by punkpeye
The project is an MCP Server designed for the management and analysis of Infrastructure-as-Code (IaC) resources. It offers features such as CRUD operations, resource management, and analysis of infrastructure entities and relationships. The server facilitates development with configuration through environment variables and supports debugging with MCP Inspector.
file_system_mcp
by sergiobayona
The Filesystem MCP Server is a Ruby-based server implementing the Model Context Protocol for managing filesystem operations, offering a range of functionalities such as file reading, writing, directory management, and metadata retrieval. It emphasizes secure file operations constrained to user-specified directories, suitable for integration with tools like Claude Desktop.
replicate-flux-mcp
by newtype-01
The Replicate-Flux MCP Server is a TypeScript-based server that facilitates running the Flux AI image generation model on Replicate. It provides easy integration with MCP-compatible applications and allows for customizable image generation parameters.
mcp-github-reader-prod
by skydeckai
MCP GitHub Reader is a server application designed for large language models to access and analyze GitHub repositories using the Model Context Protocol. It features API-based interactions, repository analysis, and file retrieval with smart filtering, supporting efficient integration into language models.
mcp_server_code_assist
by abhishekbhakat
The mcp-server-code-assist is a Model Context Protocol server designed to facilitate code creation and modification through Large Language Models. It offers various tools to manage code files, enhancing productivity for developers.
mcp-searxng-enhanced
by OvertliDS
The MCP SearXNG Enhanced Server is an MCP server designed for seamless integration with SearXNG and modern MCP clients. It provides category-aware web search, website scraping, and date/time tools, offering robust features like automatic Reddit URL conversion, domain-based rate limiting, and in-memory caching.
gitlab-mcp-server
by owayo
GitLab-MCP-Server is a server that provides functionalities to connect with GitLab via the Model Context Protocol (MCP). It retrieves pipeline failures and merge request comments for AI assistants to facilitate automatic insights and actions, enhancing developer workflows.
magento2-mcp-server
by dzmitry-vasileuski
The Magento 2 MCP Server is a protocol server that allows AI assistants to interact with Magento 2 stores via a standardized interface. It incorporates features like secure authentication, REST API integration, and robust resource handling to streamline operations.
ephor-mcp
by kstrikis
This project is an MCP server allowing multiple AI agents to share and collaborate by submitting and retrieving responses to prompts. It supports development, deployment, and testing features, including integration with MCP Inspector.
611711Dark_mcp_calculate_server
by MCP-Mirror
The MCP Calculate Server is a powerful tool designed for symbolic and algebraic computations using the SymPy library. It supports operations such as calculus, equation solving, and matrix operations, providing advanced mathematical calculation capabilities.
mcp_server_searXNG
by panxingfeng
The mcp_server_searXNG is a server that implements web search functions using MCP technology via the SearXNG engine. It focuses on privacy-friendly searches across various categories with customization options for engines, language, and time range filtering.