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Exposes Stellar XDR-JSON conversion tools for Claude to understand XDR data structures.
Integrates a Model Control Protocol (MCP) server with Google's Gemini API.
Provides a comprehensive Model Context Protocol (MCP) server for accessing the PubChem chemical database.
Integrates Planfix business process management with the Model Context Protocol (MCP), enabling AI assistants to manage tasks, projects, contacts, and retrieve analytics.
Plays notification sounds when AI coding assistants like Windsurf or Cursor require user attention.
Simulates a CO2 sensor device and provides a JSON-RPC server for interaction, with real and simulated modes.
Serves MongoDB-compatible database functionality by generating data statistically using DataFlood ML models, enabling natural language interactions for large language models.
Integrates Vibe Coding methodology with Knowledge Graph technology to enable AI-assisted software development.
Integrates Manticore Search capabilities with AI development environments via the Model Context Protocol.
Interact directly with SwitchBot devices using a Model Context Protocol (MCP) server.
Connects AI assistants to the Vectra AI security platform, enabling intelligent analysis of threat detection data and automated incident response.
Provides filesystem operations for Claude AI through a Model Context Protocol (MCP) server.
Empowers AI coding assistants with semantic search across Apple's comprehensive developer documentation, WWDC transcripts, and code examples.
Enables IDEs to safely interact with Supabase databases for SQL query execution, database management, and Management API access.
Enables coding agents to execute long-running shell commands asynchronously with full process management capabilities.
Provides a standardized gRPC interface for Core Lightning nodes, enabling control via Large Language Models (LLMs) using the Model Context Protocol (MCP) specification.
Provides tools for searching and retrieving academic papers from the arXiv preprint repository via the Model Context Protocol.
Enables AI assistants to read and send Instagram direct messages.
Bridges Language Server Protocol (LSP) with Model Context Protocol (MCP) to enhance codebase interaction for large language models.
Retrieves safe jokes with various filtering options from the JokeAPI.
Provides security checks for domains, URLs, and IPs, integrating into Python applications and enriching LLM context with real-time threat insights.
Run and serve deep learning models with shell execution and containerization options.
Automates the installation and containerization of other Model Context Protocol (MCP) servers directly from GitHub repositories.
Connects large language models and other agents to Google Workspace services for read-only interactions with Drive, Gmail, and Calendar.
Enables AI models to interact with the Farcaster network, fetching casts, searching channels, and analyzing content.
Connect LLM agents to Modbus devices in a secure, standardized manner for seamless integration with building automation and industrial control systems.
Retrieves and cleans web content, optimizing it for consumption by Large Language Models.
Integrates Spotify with the Model Context Protocol, offering secure OAuth authorization and comprehensive playback control.
Explore a curated directory of Model Context Protocol (MCP) servers for developers and AI enthusiasts.
Validates code and content against official Model Context Protocol specifications, ensuring technical accuracy and preventing misinformation.
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