M

MCP Actions Adapter

A simple adapter for converting MCP servers to APIs compatible with GPT Actions
2.5 points
29

What is the MCP Actions Adapter?

The MCP Actions Adapter is a simple and easy-to-use conversion tool that can convert a Model Context Protocol (MCP) server into an API interface compatible with GPT Actions. This enables developers to easily integrate MCP servers into the GPT ecosystem.

How to use the MCP Actions Adapter?

The usage process is very simple: 1) Prepare the configuration file. 2) Start the Cloudflare tunnel. 3) Run the adapter. 4) Configure the API in the GPT builder.

Applicable scenarios

It is suitable for developers who want to quickly connect existing MCP servers to the GPT ecosystem, or teams that need to provide custom API capabilities for GPT models.

Main features

Protocol conversionConvert the MCP protocol to an API interface compatible with GPT Actions
Simple configurationUse a configuration file format similar to Claude Desktop, which is easy to set up
Tunnel supportBuilt-in support for Cloudflare tunnels, facilitating local development and testing

Advantages and limitations

Advantages
Simplify the integration process of MCP servers with the GPT ecosystem
Simple configuration and low learning cost
Support local development and testing
Limitations
Dependent on Cloudflare tunnels for local testing
Require basic knowledge of command-line operations
Currently only support specific versions of the MCP protocol

How to use

Install the tool
Install the MCP Actions Adapter using the UV toolkit
Prepare the configuration file
Create a config.json file and refer to the provided config.example.json example
Start the Cloudflare tunnel
Run the Cloudflare tunnel command to expose the local service to the public network
Run the adapter
Start the adapter service and specify the configuration file and tunnel URL
Configure GPT
Import the openapi.json file in the custom GPT builder

Usage cases

Connect a local MCP service to GPTDevelopers can quickly connect a locally running MCP server to the GPT ecosystem through this adapter
Test the API interfaceTest whether the converted API works properly in the GPT builder

Frequently Asked Questions

Is it necessary to pay for using the Cloudflare tunnel?
What are the required fields in the configuration file?
Does it support the Windows system?

Related resources

UV toolkit documentation
The official usage documentation of the UV toolkit
Cloudflare tunnel guide
The official configuration guide for Cloudflare tunnels
GPT Actions API specification
The official specification document for the GPT Actions API
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.
682
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
365
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
867
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
250
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
349
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
136
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
640
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
576
5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
867
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
178
4.5 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
129
4.3 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
1.8K
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
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#
595
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
784
4.8 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
5.3K
4.7 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase