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Vetted Servers(8554)
MCP-Shared-Memory
by bivex
This server facilitates inter-process communication on Windows systems by managing shared memory operations using the Model Context Protocol (MCP) via memory-mapped files and JSON-RPC 2.0.
This server facilitates inter-process communication on Windows systems by managing shared memory operations using the Model Context Protocol (MCP) via memory-mapped files and JSON-RPC 2.0.
Setup Requirements
- ⚠️Requires Windows operating system (Windows 10/11 recommended).
- ⚠️Requires .NET 8.0 SDK or later installed.
- ⚠️Requires Administrator privileges to run due to global shared memory access.
Review RequiredView Analysis
ozon-mcp-server
by eduard256
Provides an MCP-compliant server for AI assistants to programmatically interact with Ozon.ru, enabling product search, detail retrieval, and delivery information.
Provides an MCP-compliant server for AI assistants to programmatically interact with Ozon.ru, enabling product search, detail retrieval, and delivery information.
Setup Requirements
- ⚠️Requires manual installation of Playwright browser dependencies (Chromium) if not using Docker, e.g., 'npx playwright install chromium'.
- ⚠️High resource consumption (CPU, RAM) due to launching a new browser instance for nearly every API call to bypass antibot systems, leading to increased latency per request.
- ⚠️Web scraping is inherently fragile and can break if Ozon.ru changes its website structure or antibot mechanisms.
Verified SafeView Analysis
niws-delivery
by nohuiam
Orchestrates multi-platform news content delivery, including Notion integration, teleprompter exports, and video production workflows.
Orchestrates multi-platform news content delivery, including Notion integration, teleprompter exports, and video production workflows.
Setup Requirements
- ⚠️Requires Notion API Token (NOTION_TOKEN, NOTION_DATABASE_ID)
- ⚠️Requires FFmpeg installed for video processing (FFMPEG_PATH env var)
- ⚠️AirDrop functionality is macOS-specific; will gracefully degrade on other OSes
- ⚠️Depends on `niws-intake`, `niws-analysis`, and `niws-production` servers being operational via HTTP.
Verified SafeView Analysis
MCP-Client-Server-Project-using-NodeJS
by Togavanny
Facilitate client-server communication using the Model Context Protocol (MCP) with integrated AI capabilities for querying and managing user data.
Facilitate client-server communication using the Model Context Protocol (MCP) with integrated AI capabilities for querying and managing user data.
Setup Requirements
- ⚠️Requires a Google Gemini API Key, which may incur costs based on usage.
- ⚠️Requires Node.js (version >=18) and a TypeScript build environment.
- ⚠️The client is designed to spawn a *built* version of the server (`build/server.js`), so `npm run server:build` is a prerequisite for the client to function as written.
Verified SafeView Analysis
mcp-reminder-server
by NovSerg
A Model Context Protocol (MCP) server that provides an API for creating, managing, and delivering scheduled weather and air quality reminders, broadcasting them via Server-Sent Events (SSE).
A Model Context Protocol (MCP) server that provides an API for creating, managing, and delivering scheduled weather and air quality reminders, broadcasting them via Server-Sent Events (SSE).
Setup Requirements
- ⚠️Requires a free/paid OpenWeatherMap API key (`OPENWEATHER_API_KEY`) to fetch weather and air quality data; without it, these features will not work.
- ⚠️Data persistence relies on a local `reminders.json` file in the `data` directory, meaning reminders will be lost if the server is run in an ephemeral environment without persistent storage.
- ⚠️Requires Node.js (version 12.20.0 or higher, as per node-fetch requirements in lockfile) to be installed.
Verified SafeView Analysis
mcp-project-template
by knoxmcken
A comprehensive template for developing Model Context Protocol (MCP) servers, enabling AI assistants to securely access external data sources and tools through a standardized protocol.
A comprehensive template for developing Model Context Protocol (MCP) servers, enabling AI assistants to securely access external data sources and tools through a standardized protocol.
Setup Requirements
- ⚠️Requires Node.js v18.0.0 or higher and npm v8.0.0 or higher.
- ⚠️The `AUTH_SECRET` environment variable must be updated from its default for production security.
- ⚠️Full production deployment with Docker Compose includes Redis and PostgreSQL as external dependencies, requiring their setup.
Verified SafeView Analysis
mysql-mcp-server
by ahmad5599
Enables AI assistants to interact with SQL databases (MySQL, MariaDB, PostgreSQL, SQLite) through natural language queries, integrating with the Model Context Protocol (MCP) and providing a VS Code extension for setup.
Enables AI assistants to interact with SQL databases (MySQL, MariaDB, PostgreSQL, SQLite) through natural language queries, integrating with the Model Context Protocol (MCP) and providing a VS Code extension for setup.
Setup Requirements
- ⚠️Requires Node.js version 20.19.0 or higher.
- ⚠️An external SQL database (MySQL, PostgreSQL) must be running and accessible, or SQLite for local use (a test.db is bundled).
- ⚠️Users must provide a correctly formatted database connection string via environment variable or CLI argument.
Review RequiredView Analysis
aligneurs-mcp-server
by Wesype
This server provides a Model Context Protocol (MCP) interface to query a PostgreSQL database containing aligner activity data, primarily for AI agents.
This server provides a Model Context Protocol (MCP) interface to query a PostgreSQL database containing aligner activity data, primarily for AI agents.
Setup Requirements
- ⚠️Requires a PostgreSQL database instance.
- ⚠️The import scripts (`import_csv_to_postgres.py`, `import_csv_optimized.py`) have a hardcoded CSV file path that needs to be manually modified or provided.
- ⚠️Setup and import scripts contain hardcoded Railway PostgreSQL credentials, which should be removed or made configurable for production use.
Review RequiredView Analysis
home-assistant-mcp
by sandraschi
Provides AI-powered natural language control for Home Assistant smart home systems via the Model Context Protocol, enabling AI assistants to orchestrate complex home automations.
Provides AI-powered natural language control for Home Assistant smart home systems via the Model Context Protocol, enabling AI assistants to orchestrate complex home automations.
Setup Requirements
- ⚠️Requires a running Home Assistant instance for full functionality.
- ⚠️Requires a Home Assistant Long-Lived Access Token, which must be generated by the user and provided via configuration or environment variables.
- ⚠️Requires Python 3.10 or higher for the server to run.
Verified SafeView Analysis
shadcnspace-mcp
by shadcnspace
This MCP server enables AI agents to interact with Shadcn Space's UI block registry for listing, searching, and installing components to build web interfaces.
This MCP server enables AI agents to interact with Shadcn Space's UI block registry for listing, searching, and installing components to build web interfaces.
Setup Requirements
- ⚠️Requires Node.js runtime (version 18 or higher).
- ⚠️Requires internet access to fetch UI block data from tailwind-admin.com.
Verified SafeView Analysis
vectorize-mcp-server
by dannwaneri
Provides semantic search capabilities from Claude Desktop by acting as a Model Context Protocol (MCP) bridge to a Cloudflare Workers backend with Vectorize.
Provides semantic search capabilities from Claude Desktop by acting as a Model Context Protocol (MCP) bridge to a Cloudflare Workers backend with Vectorize.
Setup Requirements
- ⚠️Requires Node.js 18+ to be installed locally.
- ⚠️Requires Claude Desktop to be installed and manually configured with the server's absolute path to `dist/index.js`.
- ⚠️An external `vectorize-mcp-worker` (Cloudflare Worker) must be deployed and accessible via the configured `WORKER_URL`.
- ⚠️The Vectorize index on the backend Worker needs to be populated with data for semantic search to return results.
Verified SafeView Analysis
morocco-experience-protocol-mcp
by gugga7
Integrate Morocco tourism data with AI assistants like Claude Desktop via the Model Context Protocol (MCP).
Integrate Morocco tourism data with AI assistants like Claude Desktop via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Cloudflare account and Wrangler CLI for deployment and local development
- ⚠️Requires Node.js 18+ to run
- ⚠️Firebase credentials and other database configurations are required for full data functionality, as indicated in the contributing and deployment guides, though not actively used in the provided main server logic.