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Vetted Servers(9120)
mcp-simulation
by Furkanyolcu
Serves weather forecast and alert data from the National Weather Service API as tools for an MCP-compatible AI agent.
Serves weather forecast and alert data from the National Weather Service API as tools for an MCP-compatible AI agent.
Setup Requirements
- ⚠️Requires Python 3.10+ and the 'uv' package manager for dependency management and execution.
- ⚠️An Anthropic API Key is required for the client application to function and should be configured in a .env file (e.g., ANTHROPIC_API_KEY=your_key_here).
Verified SafeView Analysis
dev-tool-mcp
by osins
An MCP (Model Context Protocol) server providing advanced web crawling, browser automation, and content extraction capabilities, with support for multiple output formats and LLM integration.
An MCP (Model Context Protocol) server providing advanced web crawling, browser automation, and content extraction capabilities, with support for multiple output formats and LLM integration.
Setup Requirements
- ⚠️Requires Playwright browsers (e.g., Chromium) and their underlying system dependencies, which need to be installed separately via 'python -m playwright install chromium --with-deps'.
- ⚠️LLM integration features (e.g., 'instruction' parameter in 'crawl_web_page') implicitly require an API key for the configured LLM provider (e.g., OPENAI_API_KEY for OpenAI models), incurring a paid service cost.
Verified SafeView Analysis
image-gen-mcp
by marc-shade
Provides a multi-provider image generation service with automatic fallback, specialized pixel art mode, and advanced latent space manipulation capabilities.
Provides a multi-provider image generation service with automatic fallback, specialized pixel art mode, and advanced latent space manipulation capabilities.
Setup Requirements
- ⚠️Requires API keys for most image providers (Cloudflare, Hugging Face, Together AI, Replicate) if not using Pollinations.ai or exceeding free-tier limits.
- ⚠️Requires a local or accessible Ollama instance running an LLM (e.g., 'llama3.2:3b') for intelligent pixel art prompt generation; otherwise, it falls back to rule-based prompts.
- ⚠️Python 3.10+ is required.
Review RequiredView Analysis
mcp-pdf-reader
by Migueel0
Extracts text from PDF files, optionally performing OCR on embedded images, and returns the content.
Extracts text from PDF files, optionally performing OCR on embedded images, and returns the content.
Setup Requirements
- ⚠️Requires Python >= 3.13 (recommended)
- ⚠️Requires Tesseract OCR installed and configured (TESSERACT_CMD environment variable)
- ⚠️Manual configuration of TESSERACT_CMD in a '.env' file is necessary for OCR functionality.
Review RequiredView Analysis
Metatrader-5-MCP-Server
by Cloudmeru
Integrates MetaTrader 5 market data into Model Context Protocol, providing read-only access for advanced technical analysis, charting, and ML-driven forecasting.
Integrates MetaTrader 5 market data into Model Context Protocol, providing read-only access for advanced technical analysis, charting, and ML-driven forecasting.
Setup Requirements
- ⚠️Requires Windows OS (MetaTrader5 library is Windows-only).
- ⚠️MetaTrader 5 terminal must be installed and running.
- ⚠️Algo trading must be enabled within the MT5 terminal settings.
- ⚠️Requires Python 3.10+.
Verified SafeView Analysis
docling-mcp-server
by aiibygg
A server component for the AIibygg project, likely handling document processing or management within an AI context.
A server component for the AIibygg project, likely handling document processing or management within an AI context.
Review RequiredView Analysis
nasuni-mcp-desktop
by nasuni-labs
Provides an AI agent (like Claude Desktop) with controlled, local access to files on mounted Nasuni SMB shares for experimental data analysis.
Provides an AI agent (like Claude Desktop) with controlled, local access to files on mounted Nasuni SMB shares for experimental data analysis.
Setup Requirements
- ⚠️Requires 'uv' (Python package manager/installer) to be installed globally.
- ⚠️Requires one or more Nasuni SMB shares to be mounted locally on the desktop.
- ⚠️The 'FILE_SYSTEM_PATH' environment variable is mandatory and must be configured correctly, pointing to the mounted SMB share.
Verified SafeView Analysis
server-mcp
by Marco-O94
AI-powered natural language interface for querying and managing data across multiple databases (MongoDB for paints, MySQL for food industry).
AI-powered natural language interface for querying and managing data across multiple databases (MongoDB for paints, MySQL for food industry).
Setup Requirements
- ⚠️Requires Docker Desktop with at least 8GB RAM and ~20GB disk space.
- ⚠️Users must manually download an Ollama LLM model (e.g., `llama2` or `mistral`) after initial setup using `./docker-utils.sh pull-model <model-name>`.
- ⚠️The `.env` file must be copied from `.env.example` and its default credentials should be updated for security.
Verified SafeView Analysis
xiaozhi-slack-mcp-server
by lamplite-dev
This server acts as a communication bridge, enabling a Multi-Agent Communication Protocol (MCP) agent to send notifications to specific Slack channels.
This server acts as a communication bridge, enabling a Multi-Agent Communication Protocol (MCP) agent to send notifications to specific Slack channels.
Setup Requirements
- ⚠️Requires SLACK_BOT_TOKEN environment variable configured with appropriate Slack app permissions.
- ⚠️Requires Python 3 environment with 'fastmcp' and 'slack_sdk' libraries installed.
Verified SafeView Analysis
phone-call-mcp-server
by jordantdavis
Enables AI assistants to programmatically make and manage phone calls through Twilio.
Enables AI assistants to programmatically make and manage phone calls through Twilio.
Setup Requirements
- ⚠️Requires Go 1.25.3 or later
- ⚠️Requires a Twilio account (paid service) with Account SID, Auth Token, and a Twilio phone number
- ⚠️Requires environment variables (TWILIO_ACCOUNT_SID, TWILIO_AUTH_TOKEN, TWILIO_FROM_NUMBER) to be set before startup. Missing variables will cause a fatal error.
Verified SafeView Analysis
elevenlabs-voice-agent-mcp
by griffinwork40
Manages ElevenLabs Voice Agents, including their configuration, knowledge bases, webhook tools, and outbound calling capabilities, for integration with MCP clients like Claude.
Manages ElevenLabs Voice Agents, including their configuration, knowledge bases, webhook tools, and outbound calling capabilities, for integration with MCP clients like Claude.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Requires a paid ElevenLabs API key.
- ⚠️For outbound calling features, requires a Twilio account and imported Twilio phone numbers.
- ⚠️For batch calling, ElevenLabs Zero Retention Mode (ZRM) must be disabled.
Verified SafeView Analysis
image-processing-toolkits
by williamIIliu
This server provides a wide range of image and video processing functionalities, including basic manipulations, color adjustments, filters, format conversions, metadata extraction, and document-to-image conversions, exposed as an MCP server.
This server provides a wide range of image and video processing functionalities, including basic manipulations, color adjustments, filters, format conversions, metadata extraction, and document-to-image conversions, exposed as an MCP server.
Setup Requirements
- ⚠️Requires Python >=3.10.
- ⚠️The 'word_to_images' tool explicitly requires LibreOffice (soffice) to be installed on the system.
- ⚠️The 'pdf_to_images' tool (via `pdf2image` library used in `word_to_images` or `fitz` in `convert_pdf_to_images`) may implicitly require Poppler PDF utilities (e.g., `pdftoppm`) on some systems, though PyMuPDF (`fitz`) has its own engine.