MCP Servers

**Option 1 (Focus on Model Orchestration):** > Model Context Protocol server. Orchestrates Claude + other LLMs (Gemini, OpenAI, etc.) for combined processing. **Option 2 (Focus on Unified Interface)

The MCP Inspector is a developer tool for testing and debugging MCP servers, allowing users to inspect server implementations without cloning the repository. It includes a client UI and MCP proxy server.

QA via natural language AI tests

Install, run and deploy your own decentralized AI agent service

**MCP: Model Context Protocol specification & documentation. Defines data exchange for model context & interoperability.**

AI Agent monitoring & cost tracking SDK. Benchmarking, LLM integration (Langchain, OpenAI, CrewAI & more). AgentOps.

WhatsApp MCP server

**n8n workflow builder MCP for Claude Desktop/Code/Windsurf/Cursor. Automates n8n workflow creation using AI.**

Chrome extension MCP server. Enables AI assistants (e.g., Claude) to automate Chrome, analyze content, and perform semantic search via Model Context Protocol.

AI agent integration platform. Connects agents to 600+ tools via MCP server with auth & permissions. Function calling & VibeOps.

This repository hosts a Model Context Protocol (MCP) server leveraging Playwright for browser automation, enabling LLMs to interact with web pages and execute JavaScript. It supports tasks like screenshot capture

Adversary simulation and Red teaming platform with AI

A list of free LLM inference resources accessible via API.

**AWS MCP servers: Manage & optimize AWS resources across environments. (MCP)**

The world's first open-source "Vibe Workflow" platform for complex tasks.