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Extends AI capabilities by enabling interaction with local systems, files, databases, and external services.
Run and serve deep learning models with shell execution and containerization options.
Provides secure access to AWS S3 buckets through pre-signed URLs.
Connects AI assistants to Linear's project management capabilities via the Model Context Protocol.
Exposes Stellar XDR-JSON conversion tools to Claude for enhanced understanding of Stellar transactions and contracts.
Scrape web content with high accuracy and flexibility for AI assistants.
Provides a framework for building Model Context Protocol (MCP) servers in Go.
Enables programmatic interaction with Sonarr using the Model Context Protocol.
Bridges Tufin APIs to AI workflows through a secure REST API with Role-Based Access Control (RBAC).
Retrieves the latest cybersecurity news from various websites and integrates with Claude Desktop.
Provides a development template for building StreamableHttp services with flexible authentication, dynamic service registration, and customizable middleware.
Quickly generate standardized Model Context Protocol (MCP) servers using Node.js.
Organizes, tests, and manages AI prompts with collections, dynamic variables, execution history, and Model Context Protocol (MCP) integration.
Integrates Acrolinx's advanced text analysis and improvement capabilities with AI assistants via the Model Context Protocol.
Provides advanced web crawling and Retrieval-Augmented Generation (RAG) capabilities for AI agents and coding assistants.
Provides a programmable server to explore and query Ruby gem documentation using YARD and the FastMCP protocol.
Fetches and processes real-time job listings from Stepstone.de, providing structured data for AI assistants and agent frameworks.
Manages AI Agent well-being by providing a liberation server that tracks stress levels, simulates boss alertness, and offers a suite of 'break' tools.
Empowers AI agents to interact with Kaia blockchain DeFi protocols, offering real-time market data, wallet management, and transaction execution capabilities.
Transforms OpenAPI 3.x specifications into Model Context Protocol (MCP) tools, enabling Large Language Models (LLMs) to interact with REST APIs.
Showcases a Model Context Protocol (MCP) server interacting with Google Maps through an agent and inspector.
Facilitates natural language interaction with Betaflight flight controllers using Claude AI for drone configuration, tuning, and management.
Provides persistent memory and semantic search capabilities for autonomous AI agents.
Empowers AI assistants to control and interact with a local LedFX instance for dynamic LED lighting management.
Provides programmatic web search capabilities through the Synthetic Search API.
Extends Claude Desktop with advanced memory, meta-cognition, and knowledge ingestion tools for AGI research.
Provides a self-hosted project management solution with a Kanban UI, enabling AI assistants to manage projects, tasks, and teams directly through a Model Context Protocol server.
Operates a Rails-based Minesweeper Web/API game as a stdio MCP server for AI hosts.
Empowers AI assistants to manage and monitor Citus distributed PostgreSQL clusters.
Enables AI assistants to securely interact with Oracle databases through a comprehensive Model Context Protocol server.
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