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Enables web searches within MCP-compatible applications using the Perplexity AI API.
Enables Large Language Models (LLMs) to interact with MongoDB databases for schema inspection and operation execution.
Enables AI assistants to control, debug, and analyze Android devices using natural language via the Model Context Protocol.
Generates context files from code, repositories, and web pages for AI language models.
Enables AI-powered coding tools to access Feishu documents via a Model Context Protocol server.
Enables secure interaction with Microsoft SQL Server databases via a controlled interface for AI assistants.
Exposes any web application with an OpenAPI specification as a Model Context Protocol (MCP) server.
Integrates Claude with Neovim using the Model Context Protocol to enable AI-assisted text editing.
Enables code searching in a codebase using ast-grep CLI within an MCP environment.
Integrates Apktool with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
Enhances Claude Desktop's reasoning capabilities with beam search and Monte Carlo Tree Search.
A collection of guides, utilities, clients, and servers developed while exploring and implementing the Model Context Protocol (MCP).
Enables secure command-line interactions on Windows systems for controlled access to various shells and remote systems via the Model Context Protocol.
Provides non-IDE dependent Language Server Protocol integration for Claude Code, enhancing its coding capabilities.
Analyzes codebases to identify important files based on dependency relationships, generating diagrams and importance scores to improve AI understanding.
Orchestrates access to OpenAI, Google Gemini, and Azure AI models through a unified Model Context Protocol (MCP) interface for enhanced coding workflows.
Enables browser automation capabilities using Playwright for LLMs to interact with web pages.
Enables AI assistants to control and automate tasks on macOS using Apple Shortcuts.
Connects Rhino 3D to AI Agents via the Model Context Protocol (MCP), enabling AI-assisted 3D modeling.
Provides integration with Chrome's debugging capabilities by acting as a Model Context Protocol (MCP) server for Claude Desktop and Claude Code.
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