
Web Search MCP
An MCP server project for web search
TypeScript
3.7K
2.5 points

Qdrant MCP Local
A Docker Compose solution for quickly deploying the Qdrant vector search engine and MCP protocol server locally
3.6K
2.5 points

MCP Docker
This project demonstrates how to use Docker to run the MCP server, supporting the local stdio protocol and local/remote SSE protocols, including deployment guides and project structure descriptions.
Python
3.4K
2 points

Codemasterpro
CodeMasterPro is an AI-based advanced programming assistant designed to enhance the development experience of software engineers. It features intelligent debugging, multi-language support, real-time document query, etc., and can be quickly deployed via Docker.
TypeScript
3.6K
2 points

Tiangong Lca MCP
TianGong LCA Model Context Protocol Server, supporting two communication protocols: STDIO and SSE
TypeScript
3.3K
2 points

Pixeltable MCP Server
Pixeltable's multi-modal model context protocol server set provides indexing and querying functions for audio, video, images, and documents
Python
3.5K
2.5 points

MCP Server Ros 2
The WiseVision ROS2 MCP Server is a Python - based implementation of the ROS2 Model Context Protocol (MCP), providing functions such as ROS2 topic and service management, message subscription and publishing, and data black box access. It supports containerized deployment via Docker.
Python
3.4K
2.5 points

Supabase Self Host
Self-host the MCP service on macOS to query the Supabase database
3.4K
2 points

Baryhuang MCP Server Aws Resources Python
An AWS resource query MCP server based on Python and boto3, deployed through Docker containerization, providing a secure code sandbox execution environment and supporting operations on multiple AWS services
Python
3.5K
2 points

MCP Everything Server Docker Image
Create a multi-architecture Docker image for deploying the MCP Everything server, supporting the SSE transmission protocol.
JavaScript
3.4K
2.5 points

MCP DOCKER Atlassian
This project provides a Docker-based MCP Atlassian integration service, which allows users to access Confluence and Jira resources through the VS Code Copilot extension.
Python
3.3K
2 points

Git Summitagent
Summit Agent project for GitHub MCP server and tools
JavaScript
3.4K
2 points

Airi Android
An MCP server project that allows LLMs to use Android devices, a sub - project of airi.
Python
3.2K
2 points

MCP Server With Docker Redis And Timescaledb
This project uses Docker to build an MCP server that integrates Redis and TimescaleDB, providing features such as fast deployment, automatic restart, and useful scripts.
Python
3.5K
2.5 points

Azure Devops MCP
A C# MCP server project for Azure DevOps, supporting Docker deployment and Visual Studio development
C#
3.4K
2 points

Mcpez
MCPez is a microservice command proxy management platform that unifies the management and standardizes the backend service interfaces through a web interface, simplifying the integration and deployment of applications such as AI agents.
Python
3.3K
2.5 points

MCP Servers Bni
The project provides methods for setting up multiple MCP servers, supporting the operation of the SSE mode in a Docker environment, including services related to git, time, GitHub, and AWS.
3.2K
2 points

Pythonservermcp
This project is a cryptocurrency price service based on Python and the MCP framework. It provides real-time price query functions, supports Docker containerized deployment, and integrates the CoinMarketCap API.
Python
3.2K
2 points
Featured MCP Services

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
832
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
90
4.3 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
145
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
569
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
285
4.5 points