"OpenAI Gym" matching MCP servers:

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.

One click installation & Configuration，access to OpenAI's websearch functionality through the Model Context Protocol。

Enables AI models to search the web for current information before generating responses, with features for conditional searching, geographic customization, and automatic citations.

Enables web search via Azure OpenAI Responses API with the web_search_preview tool, returning results with citations.

An unofficial bridge that lets Claude Code control local macOS applications through an existing OpenAI Computer Use installation by launching the signed Codex client and translating MCP compatibility.

Provides OpenAI-compatible API, MCP, and CLI for Google AI Mode, with automatic fallback to a real Chrome browser to bypass TLS fingerprint detection.

Enables monitoring of job postings by keyword, returning companies currently advertising those roles enriched with firmographics and LinkedIn URLs via Apify.

Detects hiring intent signals by scanning job boards for specific companies. Returns structured role data for outbound sales targeting.

Zero-dependency MCP server that wraps OpenAI Codex's standalone search endpoint into codex_web_search and codex_web_research tools for Claude Code, enabling real-time web search and multi-step deep research independent of the underlying model.

Enables Claude Code to discover relevant web pages and read public URL content via Tavily Search and Jina Reader over MCP, returning structured results for research workflows.

Let Claude Code, Claude Desktop, OpenAI Codex, Kimi and any MCP-capable AI agent create, launch, check and drive your Nullprint browser profiles. Install with one command: claude mcp add nullprint -- uvx nullprint-mcp

MCP Bridge is a local-first Linux/Windows desktop app connecting ChatGPT to approved files and Chrome through authorized OpenAI tunnels, with optional shell tools. The Glama-hosted v0.1.0 release is a restricted READ-ONLY documentation demo: five tools can access only bundled public examples, not your computer, browser, credentials, shell, or files.

Enables Claude to delegate web search, page reading, text drafting, and parallel multi-model image generation to cheaper helper models on any OpenAI-compatible backend. Claude stays in charge of planning and final decisions while consuming fewer of its own tokens.

Lets an AI agent read public TikTok data with no API keys or developer account: search videos and hashtags, fetch profiles, recent videos and comments, discover creators posting about a topic, and transcribe videos through your own OpenAI-compatible speech-to-text endpoint. All popular MCP clients can launch it via uvx, and every tool returns structured output as a read-only operation.

Lets any MCP host or OpenAI-compatible client chat with Meta's Muse (muse.ai Hatch) agent by driving your own logged-in Chrome, exposing tools for status, login, new chat, prompting, and reading replies. It also serves an OpenAI-compatible HTTP endpoint with real SSE streaming and prompt-injected tool calling, plus a small CLI for one-shot generation.

Enables any MCP client or OpenAI-compatible application to use Meta Muse through a logged-in Chrome session, with tools for chat, attachments, session management, media retrieval, streaming, and tool-call compatibility.

Lets coding agents send questions, progress reports and approved PDFs into the user's own signed-in ChatGPT session through a local Chrome extension, then return the reply and its conversation URL. Keeps one ongoing conversation across devices and blocks duplicate or blind re-sends, all without an OpenAI API key.

Turns a logged-in ChatGPT Web conversation into an OpenAI-compatible HTTP endpoint, letting any compatible client send chat completions and responses without an API key. Native tool calls tunnel back to the local MCP server and execute under bubblewrap sandboxing with capability-bound session tokens, idempotent turns, and DOM-captured answers.

Provides a unified MCP interface to access 10 free web AI services (like Gemini, ChatGPT, and Claude) through your logged-in Chrome, enabling chat, parallel batch, pipeline, and provider status operations via an OpenAI-compatible gateway.

Enables ChatGPT to control Mobile Safari on a real USB-connected iPhone through an OpenAI Secure MCP Tunnel and Appium MCP, including device selection, WDA preparation, and Safari session automation.

An AI-powered job search and application assistant that enables multi-source job hunting, OpenAI matching, cover letter generation, and hybrid application automation via Playwright, Chrome CDP, screen OCR, and manual assist.

Enables MCP clients to run SearXNG-backed public web searches and Crawl4AI page extraction for approved domains, with local approvals, deny rules, audit history, and optional OpenAI Secure MCP Tunnel connectivity.

Enables local MCP clients to answer questions about the current browser page by capturing DOM context, routing them to fast or deep OpenAI models via a local model router, and optionally filling forms and submitting answers.

Enables MCP-capable agent CLIs on macOS to reuse an installed, unmodified OpenAI Browser Runtime to drive a connected Chrome or Edge browser (or a host's in-app browser backend) through js, js_reset, and turn_ended tools. It stays a thin bridge that preserves the Runtime's approval and security boundaries, failing closed when the client cannot handle approval requests.

Enables free access to multiple AI models (ChatGPT, Claude, Gemini, etc.) via MCP tools and OpenAI-compatible endpoints by leveraging browser session cookies, eliminating the need for API keys.

Enables ChatGPT Web to interact with an explicitly authorized local Mac workspace through an OpenAI Secure MCP Tunnel, providing file operations, isolated Playwright browser automation, npm workflows, and managed development servers.

Enables AI clients to search and retrieve up-to-date technical documentation for popular agent frameworks such as langchain, llama-index, autogen, agno, openai-agents-sdk, mcp-doc, camel-ai, and crew-ai by running site-scoped Google searches and extracting text from the resulting pages. It can be deployed locally over the stdio transport or remotely over SSE, and works with clients like Cline, Cursor, and custom Python clients.

Enables AI models to search and retrieve the latest technical documentation for mainstream agent frameworks such as langchain, llama-index, autogen, agno, openai-agents-sdk, mcp-doc, camel-ai, and crew-ai by running site-restricted Google searches and extracting the text of the resulting pages. It can be served locally over stdio or deployed remotely over SSE.

Exposes 17 scraping tools over stdio or SSE so any LLM agent can fetch pages, extract structured data, run a full crawl, and take screenshots through conversation. It works with Claude Code, Claude Desktop, Cursor, Windsurf, ChatGPT, LangChain, and the OpenAI Agents SDK.

Exposes 17 scraping tools over stdio or SSE so an LLM agent can fetch pages, extract structured data, run full crawls, and take screenshots entirely through conversation. Works with Claude Code, Claude Desktop, Cursor, Windsurf, ChatGPT, LangChain, and the OpenAI Agents SDK.