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openai-mcp

openai-mcp is an MCP server, listed under model apis. It reaches openai. It needs OPENAI_API_KEY to authenticate. Its repository has 1 GitHub star and is licensed under MIT; we last read it on 2026-10-22.

It can make mcp client interact with openai api. you can use openai model gpt-4.5-preview, o3-mini, o1, gpt-4o

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. openai-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

What it reaches, and what it needs

Reaches
openai
Credential
OPENAI_API_KEY

Maintenance

Stars
1
State
stale
Licence
MIT
From the repository

It can make mcp client interact with openai api. you can use openai model gpt-4.5-preview, o3-mini, o1, gpt-4o

openai-mcp compared with similar servers

openai-mcp compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
openai-mcp (this page)openaiOPENAI_API_KEY12025-03-27MIT
paperbananaatlascloud, google, openai(1 shared)ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY2,4122026-09-17MIT
ms-365-mcp-serverms365, openai(1 shared)MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY1,0682026-10-23MIT
just-promptanthropic, deepseek, gemini, groq, openai(1 shared)ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY7392025-08-10—
flamaanthropic, openai(1 shared)None listed3042026-10-13Apache-2.0
mcp-ragdocsopenai, qdrant(1 shared)OPENAI_API_KEY, QDRANT_API_KEY2652025-07-18MIT

Ranked by services in common with openai-mcp, then by stars. Figures are from each repository when we last read it.

Common questions about openai-mcp

What does openai-mcp do?
It can make mcp client interact with openai api. you can use openai model gpt-4.5-preview, o3-mini, o1, gpt-4o
How do I install openai-mcp?
Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/gto1seoul/openai-mcp
What does openai-mcp connect to, and what does it need?
It reaches openai. The credentials we found in its source are OPENAI_API_KEY.
Is openai-mcp official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 1 GitHub star and its state in our directory is stale. Its last commit we recorded was on 2025-03-27.
What licence does openai-mcp use?
The repository declares the MIT licence.

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