Openapi
OpenAPI-MCP is a proxy server that dynamically converts OpenAPI specifications into MCP tools, enabling AI agents to access external APIs without custom encapsulation.
2.5 points
8.6K

What is the OpenAPI to MCP Proxy Server?

The OpenAPI to MCP Proxy Server is a bridge tool that parses OpenAPI specification files and transforms API operations into standardized MCP tools, resources, and prompts. This enables AI agents to easily call external APIs without writing custom wrappers.

How to use the OpenAPI to MCP Proxy Server?

Simply install the server and configure it to connect to your OpenAPI specification file, and you can start using it. Then, AI agents can call remote APIs as if they were local tools.

Applicable scenarios

Suitable for AI projects that need to quickly integrate external APIs, especially those services that need to call multiple different APIs frequently.

Main features

Support multiple transmission methods
Optimized support for standard input/output (stdio), can be directly used with popular LLM coordinators.
Automatically parse OpenAPI
Parse OpenAPI specification files and register all available operations as callable MCP tools.
Automatic resource registration
Automatically convert OpenAPI component models into resource objects with defined URIs.
Context prompt generation
Generate context prompts based on API operations to help LLMs better understand how to use the API.
OAuth2 support
Handle machine authentication, support the client credentials flow.
JSON-RPC 2.0 compatibility
Fully comply with the JSON-RPC 2.0 request/response structure.
Extended tool metadata
Include detailed parameter information and response models.
Advantages
Simplify the API integration process without writing custom wrappers.
Support multiple transmission protocols, easy to integrate with existing systems.
Powerful parameter parsing ability to ensure the accuracy of data types.
Dynamically generate context prompts to improve the understanding ability of LLMs.
Limitations
Dependent on valid OpenAPI specification files.
May require additional configuration for very complex APIs.
Some advanced features may require specific environment settings.

How to use

Install the server
Clone the repository and install the dependencies.
Configure the Llm coordinator
Add the server configuration to the Llm coordinator.
Start the server
Run the server script to start listening for requests.

Usage examples

Query all pets in the pet store
Use the OpenAPI to MCP proxy server to query all pets in the pet store.
Create a new order
Use the proxy server to create a new order.

Frequently Asked Questions

How to install the OpenAPI to MCP proxy server?
Does it support OAuth2 authentication?
Does it support the JSON-RPC 2.0 protocol?

Related resources

GitHub repository
Get more information about the OpenAPI to MCP proxy server.
Documentation
Detailed user guide and technical documentation.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {

    "petstore3": {
      "command": "full_path_to_openapi_mcp/venv/bin/python",
      "args": ["full_path_to_openapi_mcp/src/server.py"],
      "env": {
        "SERVER_NAME": "petstore3",
        "OPENAPI_URL": "https://petstore3.swagger.io/api/v3/openapi.json"
      },
      "transport": "stdio"
    }

  }
}
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
6.6K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
6.7K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
5.8K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
5.7K
4 points
P
Paperbanana
Python
7.1K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
7.2K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
7.9K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
6.9K
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
25.3K
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
21.9K
4.5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
73.7K
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
36.4K
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#
33.5K
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
65.1K
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
21.5K
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
99.4K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase