M

Mcpo Docker

mcpo-docker is a Docker image project that provides OpenAPI-compatible HTTP endpoints for MCP (Model Context Protocol) servers, facilitating integration with OpenWebUI.
2.5 points
12

What is mcpo-docker?

mcpo-docker is a pre-configured Docker solution for quickly deploying Model Context Protocol (MCP) servers. It exposes these servers through OpenAPI-compatible HTTP endpoints, enabling them to be easily integrated into platforms such as OpenWebUI.

How to use mcpo-docker?

Simply clone the repository, copy the example configuration file, and then start the service using docker-compose. After startup, each MCP server will have an independent HTTP endpoint.

Applicable scenarios

Suitable for developers or teams who need to integrate MCP server functionality into OpenWebUI, especially those who want to quickly deploy without manually configuring each server.

Main features

One-click deploymentQuickly deploy multiple MCP servers via Docker Compose
OpenAPI compatibilityExpose MCP servers as standard OpenAPI-compatible endpoints
Multi-server supportSupport simultaneous deployment and configuration of multiple different types of MCP servers

Advantages and limitations

Advantages
Simplify the deployment process of MCP servers
Provide a standardized HTTP interface for easy integration
Support simultaneous management of multiple MCP servers
Limitations
Require basic Docker knowledge
Initial startup may take a long time, especially when multiple servers are configured
Depend on the availability and stability of external MCP servers

How to use

Clone the repository
Get the source code of mcpo-docker
Configuration
Copy and edit the example configuration file
Start the service
Start the container using Docker Compose

Usage examples

Integrate the memory serverIntegrate the MCP memory server into OpenWebUI to enable the chatbot to remember the conversation history
Use the sequential thinking serverLeverage the sequential thinking server to enhance the reasoning ability of the chatbot

Frequently Asked Questions

How long does it take to start the service?
How to add a new MCP server?
What if the service fails to start?

Related resources

mcpo project homepage
The official repository of the mcpo tool
OpenWebUI documentation
Documentation for OpenAPI server integration
Original project repository
The original source of this project
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
659
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
342
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
829
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
228
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
322
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
110
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
615
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
555
5 points
Featured MCP Services
G
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
85
4.3 points
N
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
140
4.5 points
M
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
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
829
4.3 points
F
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
U
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#
564
5 points
G
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
282
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
753
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase