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Vetted Servers(8554)
project-mcp-server
by WilliamPinto-Olmos
Provides a Model Context Protocol server to allow LLM agents to explore and interact with a project's APIs (via OpenAPI) and databases (currently MySQL).
Provides a Model Context Protocol server to allow LLM agents to explore and interact with a project's APIs (via OpenAPI) and databases (currently MySQL).
Setup Requirements
- ⚠️Requires a local OpenAPI specification file (defaults to `openapi-spec.json` in CWD, or specified by `PROJECT_MCP_OPENAPI_SPEC`).
- ⚠️Database features require MySQL/MariaDB database credentials (`PROJECT_MCP_DB_HOST`, `PROJECT_MCP_DB_USER`, `PROJECT_MCP_DB_PASSWORD`, `PROJECT_MCP_DB_DATABASE`).
- ⚠️Intended for use with a Model Context Protocol (MCP) compatible client (e.g., Cursor, Claude Desktop), requiring specific client-side configuration.
Verified SafeView Analysis
casey-legal-mcp-server
by GlacierEQ
This MCP server provides specialized legal tools to analyze federal civil rights cases, detect judicial bias, track evidence, monitor court deadlines, and assess child welfare for Case 1FDV-23-0001009.
This MCP server provides specialized legal tools to analyze federal civil rights cases, detect judicial bias, track evidence, monitor court deadlines, and assess child welfare for Case 1FDV-23-0001009.
Setup Requirements
- ⚠️Requires Node.js v18.0.0 or higher to run.
Verified SafeView Analysis
Image-Generation-Agent-with-Cost-Approval
by Pranavashokk
Manages and automates image generation requests, incorporating a cost approval workflow for bulk operations to manage long-running tasks.
Manages and automates image generation requests, incorporating a cost approval workflow for bulk operations to manage long-running tasks.
Setup Requirements
- ⚠️Requires an operational 'MCP server' for the agent to connect to.
- ⚠️Requires API access to an image generation service (e.g., OpenAI DALL-E, Stability AI), which will incur external costs.
- ⚠️Likely requires an API key for the image generation service, which needs to be configured securely.
Review RequiredView Analysis
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.