OpenTabs: MCP Server with 100+ Plugins for Browser-Based AI Tool Access

OpenTabs is an MCP server paired with a Chrome extension that provides access to web applications through their internal APIs rather than public APIs. The system includes 100+ plugins exposing approximately 2,000 tools.
How It Works
The Chrome extension injects plugin adapters into matching browser tabs. The MCP server discovers these plugins at runtime and exposes their tools over Streamable HTTP. This approach allows AI agents to call functions like slack_send_message that hit the same endpoints the web app's frontend uses, running within the browser with the user's existing session.
Key Features
- No API keys or OAuth flows required
- No screenshots or DOM scraping
- Works with Claude Code, Cursor, Windsurf, or any MCP client
- Includes a plugin SDK for building new plugins
Setup and Usage
Install via npm: npm install -g @opentabs-dev/cli
Start the server: opentabs start
Plugin Development
The SDK includes a skill that improves with each plugin built—patterns, gotchas, and API discoveries get written back into it. According to the developer, you can point your AI at any website and it builds a plugin in minutes.
Current Status
The developer uses 5-6 plugins daily (Slack, GitHub, Discord, Todoist, Robinhood) and considers those solid. There are 100+ total plugins, but most need more testing. The developer requests help: if you try a plugin and something's broken, point your AI at it and open a PR.
📖 Read the full source: r/ClaudeAI
👀 See Also

ClaudeClaw: Free Claude Code Plugin for Persistent AI Agents on Messaging Platforms
ClaudeClaw is a free, open-source MIT-licensed Claude Code plugin that runs Claude as a persistent agent on Slack, WhatsApp, and Telegram. It requires Node.js 20+, Claude Code, and your own Anthropic API key, with OS-level sandbox isolation via Anthropic's sandbox-runtime.

Steerling-8B: An Interpretable Language Model with Token-Level Attribution
Guide Labs released Steerling-8B, an 8-billion-parameter language model trained on 1.35 trillion tokens that can trace any generated token to input context, human-understandable concepts, and training data sources. The model achieves competitive performance with models trained on 2-7× more data.

Free macOS Menu Bar App Shows Real-Time Claude Usage Stats via SQLite Cookie Decryption
Claude Usage Tracker is a free macOS menu bar app that reads Claude desktop app encrypted SQLite cookies, decrypts them via Keychain, and displays session %, weekly limit, spend, and routine runs locally — no API key needed.

Claudeck: Browser UI for Claude Code with Agents, Cost Tracking, and Plugin System
Claudeck is a browser-based UI that wraps the Claude Code SDK, featuring autonomous agent orchestration, cost tracking, git worktree isolation, persistent memory, and a plugin system. Install with npx claudeck@latest.