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mcp-server

mcp-server is an MCP server, listed under model apis. It reaches openai. It needs OPENAI_API_KEY to authenticate. Its repository has 13 GitHub stars and is licensed under MIT; we last read it on 2026-10-25.

MCP Server for Windsurf

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. mcp-server’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

What it connects to

Supported in
Windsurf

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

Maintenance

Stars
13
State
stale
Licence
MIT
From the repository

MCP Server for Windsurf

mcp-server compared with similar servers

mcp-server compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
mcp-server (this page)openaiOPENAI_API_KEY132025-03-06MIT
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 mcp-server, then by stars. Figures are from each repository when we last read it.

Common questions about mcp-server

What does mcp-server do?
MCP Server for Windsurf
How do I install mcp-server?
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/yeakub108/mcp-server
What does mcp-server connect to, and what does it need?
It reaches openai. The credentials we found in its source are OPENAI_API_KEY.
Which AI clients can use mcp-server?
Its own description mentions Windsurf. That is a mention in its description, not a test we ran.
Is mcp-server official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 13 GitHub stars and its state in our directory is stale. Its last commit we recorded was on 2025-03-06.
What licence does mcp-server use?
The repository declares the MIT licence.

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