OpenAI Complete MCP Server

@aiamblichus

代码仓库

基本信息

分类

AI 与智能体

许可证

MIT

传输方式

stdio

作者

aiamblichus

关于 OpenAI Complete MCP Server

MCP server for OpenAI text completion

#mcp-openai-complete#text-completion#openai

OpenAI Complete MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mcp-openai-complete": {
      "command": "docker",
      "args": [
        "build",
        "-t",
        "mcp-openai-complete",
        "."
      ]
    }
  }
}

OpenAI Complete MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is OpenAI Complete MCP Server?

The OpenAI Complete MCP Server is an MCP server that provides a clean interface for LLMs to use text completion capabilities through the MCP protocol. It acts as a bridge between an LLM client and any OpenAI-compatible API. The primary use case is for base models, as it does not support chat completions.

How to use OpenAI Complete MCP Server?

Install by cloning the repository, installing dependencies with pnpm install, building with pnpm run build, and starting with pnpm start. Alternatively, use Docker: build the image and run the container with environment variables. The server exposes a single "complete" tool with parameters such as prompt (required), max_tokens, temperature, top_p, frequency_penalty, and presence_penalty.

Key features of OpenAI Complete MCP Server

Provides a single "complete" tool for text completions.
Handles asynchronous processing without blocking.
Implements timeout handling with graceful fallbacks.
Supports cancellation of ongoing requests.
Works with any OpenAI-compatible API.

Use cases of OpenAI Complete MCP Server

Using base models for text completion via MCP protocol.
Integrating text completion capabilities into MCP-enabled clients.
Leveraging OpenAI-compatible API endpoints for completions.

常见问题

What does this server do?

It bridges an LLM client to any OpenAI-compatible API for text completions, exposing a "complete" tool via MCP.

Does it support chat completions?

No, it only supports text completions (base models), not chat completions.

What are the required environment variables?

OPENAI_API_KEY, OPENAI_API_BASE, and OPENAI_MODEL are required.

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