open-responses-server — MCP Server by teabranch

by teabranch · MCP Server · ★ 161

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About open-responses-server

🚀 open-responses-server A plug-and-play server that speaks OpenAI’s Responses API—no matter which AI backend you’re running. Ollama? vLLM? LiteLLM? Even OpenAI itself? This server bridges them all to the OpenAI ChatCompletions & Responses API interface. In plain words: 👉 Want to run OpenAI’s Coding Assistant (Codex) or other OpenAI API clients against your own models? 👉 Want to experiment with self-hosted LLMs but keep OpenAI’s API compatibility? This project makes it happen. It handles stateful chat, tool calls, and future features like file search & code interpreter—all behind a familiar OpenAI API. ⸻ ✨ Why use this? ✅ Acts as a drop-in replacement for OpenAI’s Responses API. ✅ Lets you run any backend AI (Ollama, vLLM, Groq, etc.) with OpenAI-compatible clients. ✅ MCP support around both Chat Completions and Responses APIs ✅ Supports OpenAI’s new Coding Assistant / Codex that requires Responses API. ✅ Built for innovators, researchers, OSS enthusiasts. ✅ Enterprise-ready: scalable, reliable, and secure for production workloads.

aicodexgenerative-aimcpmcp-clientopenaiopenai-apiopenai-codexopenai-codex-cliopenai-codex-integration

Quick Facts

Stars161
Forks23
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score43.7/100
Open Issues16
Last Updated2026-04-08
Created2025-04-18
Platformscli, codex, mcp, python
Est. Tokens~38k

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Frequently Asked Questions

What is open-responses-server?

open-responses-server is Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.. It is categorized as a MCP Server with 161 GitHub stars.

What programming language is open-responses-server written in?

open-responses-server is primarily written in Python. It covers topics such as ai, codex, generative-ai.

How do I install or use open-responses-server?

You can find installation instructions and usage details in the open-responses-server GitHub repository at github.com/teabranch/open-responses-server. The project has 161 stars and 23 forks, indicating an active community.

What license does open-responses-server use?

open-responses-server is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to open-responses-server?

The top alternatives to open-responses-server on Agent Skills Hub include codexia, zypher-agent, ilab-gpt-conjure. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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