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one-api: Performance Optimization Tips

June 1, 2026
1 min read

Introduction

one-api is a tool in the MCP (Model Context Protocol) ecosystem that helps developers build better AI-powered applications.

This guide covers the key features and usage of one-api for developers working with MCP.

What is MCP?

Model Context Protocol (MCP) is an open standard that enables AI models to securely connect to external data sources and tools. It defines how servers expose capabilities and how clients (like Claude) consume them.

About one-api

one-api is an MCP project that extends AI assistant capabilities. It integrates with MCP-compatible clients to provide additional context and functionality.

Getting Started

To use one-api, you need an MCP-compatible client such as Claude Desktop, Cursor, or another AI assistant that supports the Model Context Protocol.

Refer to the official repository for installation instructions and configuration details specific to one-api.

Conclusion

one-api is a useful addition to the MCP ecosystem. Visit model-context-protocol.com to explore more MCP servers and clients.

About this MCP Client

one-api

LLM API 管理 & 分发系统，支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆包、ChatGLM、文心一言、讯飞星火、通义千问、360 智脑、腾讯混元等主流模型，统一 API 适配，可用于 key 管理与二次分发。单可执行文件，提供 Docker 镜像，一键部署，开箱即用。LLM API management & key

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