openai-tool2mcp
Bridge OpenAI tools to MCP-compatible models. openai-tool2mcp is a Model Context Protocol (MCP) server maintained by alohays. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 4 tools, including WEB_SEARCH, CODE_INTERPRETER, WEB_BROWSER and FILE_MANAGEMENT, that an agent can call directly. It is categorized under AI/Integration and Tool/Server.
What is this MCP
This MCP is a bridge that translates OpenAI's built-in tools (like web search and code interpreter) into the Model Context Protocol format, making them accessible to MCP-compatible models like Claude.
How to use this MCP
Install via pip, set your OpenAI API key, and run the server. Configure MCP-compatible clients (like Claude Desktop) to connect to the server for tool access.
What this MCP can be used for
Enables MCP-compatible models to leverage high-quality OpenAI tools while remaining in the open MCP ecosystem, solving the vendor lock-in dilemma.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the openai-tool2mcp MCP server?
openai-tool2mcp is a Model Context Protocol server from alohays. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect openai-tool2mcp to my AI client?
Add openai-tool2mcp to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does openai-tool2mcp provide?
openai-tool2mcp provides 4 tools: WEB_SEARCH, CODE_INTERPRETER, WEB_BROWSER and FILE_MANAGEMENT.
Is openai-tool2mcp free to use?
openai-tool2mcp is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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