"OpenAI Gym" matching MCP servers:

• MCP Simple OpenAI Assistant

  andybrandt

  A

  license

  A

  quality

  D

  maintenance

  A simple MCP server for interacting with OpenAI assistants. This server allows other tools (like Claude Desktop) to create and interact with OpenAI assistants through the Model Context Protocol.

  Last updated 2025-09-12

  9

  39

  MIT

• opencode-openai-vision-mcp

  WormAlien

  A

  license

  A

  quality

  C

  maintenance

  Provides image/vision support for OpenCode by routing images to any OpenAI-compatible endpoint, enabling paste-and-ask screenshot workflows.

  Last updated 2026-06-18

  1

  MIT

• openai-ads-mcp

  shinypebble

  A

  license

  A

  quality

  C

  maintenance

  An MCP server for the OpenAI Ads (ChatGPT Ads) Advertiser API, providing tools for agent-led performance marketing such as finding dead ads, auditing near-duplicate copy, and auditing ad-group context hints.

  Last updated 2026-06-17

  18

  MIT

• OpenAI Ads MCP

  trakkr-aisearch

  A

  license

  B

  quality

  A

  maintenance

  Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Supports account, campaign, ad group, ad, creative, audience, insight, and conversion tools with readonly mode and guarded writes.

  Last updated 2026-06-20

  12

  3

  MIT

• OpenAI MCP Server

  Supermaxman

  A

  license

  B

  quality

  D

  maintenance

  Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

  Last updated 2025-08-07

  2

  MIT

• OpenAI Agents MCP Server

  lroolle

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that enables Claude users to access specialized OpenAI agents (web search, file search, computer actions) and a multi-agent orchestrator through the MCP protocol.

  Last updated 2025-03-14

  4

  10

• MCP Server with OpenAI

  Dagudelot

  F

  license

  B

  quality

  D

  maintenance

  Enables automatic weather information retrieval through a custom MCP server integrated with OpenAI using Cloudflare tunnels. Demonstrates seamless function calling between OpenAI and custom MCP tools without manual intervention.

  Last updated 2025-08-15

  1

• OpenAI MCP Server

  thadius83

  A

  license

  C

  quality

  D

  maintenance

  Enables integration with OpenAI models through the MCP protocol, supporting concise and detailed responses for use with Claude Desktop.

  Last updated 2025-02-20

  1

  3

  MIT

• OpenAI MCP Server

  pierrebrunelle

  A

  license

  C

  quality

  D

  maintenance

  Query OpenAI models directly from Claude using MCP protocol.

  Last updated 2024-11-28

  1

  83

  MIT

• OpenAI SDK Knowledge MCP

  iflow-mcp

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides expert knowledge on the OpenAI API, powered by RAG. It enables users to ask technical questions and get accurate answers, with support for search and fetch tools.

  Last updated 2025-07-13

  MIT

• openai-agents-sdk-mcp

  gavinz0228

  A

  license

  -

  quality

  D

  maintenance

  Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling LLMs to retrieve documentation topics and content via natural language queries.

  Last updated 2025-12-18

  MIT

• Gemini CLI MCP/OpenAI Bridge

  Intelligent-Internet

  A

  license

  -

  quality

  F

  maintenance

  Exposes Gemini CLI's built-in tools and external MCP proxies through a unified MCP endpoint while providing an OpenAI-compatible API for Gemini models. It features configurable security modes to safely manage file system operations, web searches, and shell command execution.

  Last updated 2025-07-23

  15

  136

  Apache 2.0

• Azure OpenAI

  kimtth

  A

  license

  -

  quality

  F

  maintenance

  A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI.

  Last updated 2026-04-03

  34

  MIT

• openai-search-mcp

  lie5860

  A

  license

  -

  quality

  D

  maintenance

  Enables Claude to perform real-time web searches and fetch web page content via MCP, using OpenAI-compatible APIs with optional Tavily or Firecrawl engines.

  Last updated 2026-03-02

  3

  13

  MIT

• OpenAI Secure MCP Tunnel

  6maple

  A

  license

  -

  quality

  B

  maintenance

  Enables file operations and bash command execution on the local workspace, securely exposed to ChatGPT via OpenAI Tunnel.

  Last updated 2026-07-12

  1

  MIT

• mcp-openai-extended

  kent013

  A

  license

  -

  quality

  D

  maintenance

  Extended MCP server for OpenAI with support for GPT-5 family, Codex models, and automatic API endpoint selection, enabling chat interactions via the openai_chat tool.

  Last updated 2026-02-15

  10

  MIT

• OpenAI SDK Knowledge MCP

  seratch

  A

  license

  -

  quality

  -

  maintenance

  An MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling users to query technical information through various MCP clients including ChatGPT Deep Research, Cursor, and OpenAI Responses API.

  Last updated 2025-07-13

  15

• OpenAI Token Manager MCP

  OpalDecisionSciences

  A

  license

  -

  quality

  D

  maintenance

  Provides intelligent OpenAI API token management with automatic switching between model tiers when usage limits are reached. It enables users to track daily token consumption, estimate costs before making calls, and manage project-specific usage data.

  Last updated 2025-07-27

  MIT

• OpenAI Ads MCP

  adityash8

  A

  license

  -

  quality

  B

  maintenance

  Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

  Last updated 2026-06-16

  128

  MIT

• OpenAI Image MCP Server

  aigentive

  A

  license

  -

  quality

  D

  maintenance

  Enables conversational image generation, editing, and refinement through OpenAI models with session memory for iterative creative workflows.

  Last updated 2025-05-25

  1

  MIT