MCP Bridge
M

MCP Bridge

MCP-Bridge is a bridge connecting the OpenAI API and MCP tools, allowing developers to use MCP tools through the OpenAI API interface, supporting non-streaming and streaming chat completions, tool calls, and other functions.
0 points
9.4K

What is MCP-Bridge?

MCP-Bridge is a middleware service that allows developers to call the functions of MCP tools through the standard interface of the OpenAI API. It solves the compatibility problem between different clients and MCP tools, enabling any client that supports the OpenAI API to use MCP tools seamlessly.

How to use MCP-Bridge?

After a simple Docker deployment or manual installation, you can point your existing client to the MCP-Bridge service endpoint and send requests just like using the standard OpenAI API. The Bridge will automatically handle the interaction with MCP tools.

Applicable scenarios

It is suitable for scenarios where MCP tools need to be integrated into existing AI applications, especially when the client does not support the native MCP protocol. Typical use cases include: using MCP tools in the Open Web UI, adding tool call capabilities to clients that do not support MCP, etc.

Main features

OpenAI API compatible interface
Provides REST endpoints fully compatible with the OpenAI API, supporting non-streaming and streaming chat completions
MCP tool support
Automatically manages the lifecycle of MCP tools, including tool registration, invocation, and result processing
SSE bridging
Provides Server-Sent Events endpoints, supporting native MCP clients to connect via the SSE protocol
Intelligent model routing
Automatically selects the best model based on the configured model intelligence parameters (intelligence/cost/speed)
Advantages
Seamless integration: Add MCP tool support without modifying existing client code
Flexible deployment: Supports both Docker containerization and native installation
Multi-protocol compatibility: Supports both REST API and SSE protocols
Secure and controllable: Protects service endpoints with configurable API key authentication
Limitations
Performance overhead: Introduces a small amount of latency as an intermediate layer
Function limitations: Currently does not support MCP resources and streaming completions
Dependency configuration: Requires correct configuration of the backend inference engine and MCP tools

How to use

Installation and deployment
Quickly deploy the service via Docker or manually install Python dependencies
Configure the service
Edit the config.json file to set the inference server and MCP tool parameters
Connect the client
Configure the client to use the MCP-Bridge endpoint instead of the original OpenAI API address

Usage examples

Use MCP tools in the Open Web UI
Configure the Open Web UI to use MCP-Bridge as the backend, and you can directly call MCP tools in the chat interface
Command-line tool integration
Connect to the SSE endpoint through the mcp-cli tool to test MCP functions

Frequently Asked Questions

Which inference engines does MCP-Bridge support?
How to add new MCP tools?
How to verify that the service is working properly after startup?

Related resources

Official documentation
Detailed technical documentation and API reference
Discord support community
Get real-time help and communicate
mcp-cli tool
Command-line testing tool

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

K
Klavis
Klavis AI is an open-source project that provides a simple and easy-to-use MCP (Model Context Protocol) service on Slack, Discord, and Web platforms. It includes various functions such as report generation, YouTube tools, and document conversion, supporting non-technical users and developers to use AI workflows.
TypeScript
9.1K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.6K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
6.1K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.6K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
8.3K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 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
15.0K
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
24.0K
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
45.9K
4.3 points
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
17.0K
4.3 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#
20.5K
5 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
45.5K
4.5 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
16.1K
4.5 points
C
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
65.1K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase