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Vetted Servers(8554)
MCP-server
by Supratik24
A simple FastMCP server providing name-related operations such as greeting, printing, and formatting names.
A simple FastMCP server providing name-related operations such as greeting, printing, and formatting names.
Setup Requirements
- ⚠️Python 3.8 or higher is required
- ⚠️Requires 'fastmcp' Python library (installed via requirements.txt)
Verified SafeView Analysis
nl-mcp-stdio-ollama-time-demo
by Divakar-2005-02-02
Performs a basic arithmetic calculation (addition) and prints the result to standard output.
Performs a basic arithmetic calculation (addition) and prints the result to standard output.
Verified SafeView Analysis
all-hearts-2025-mcp-server
by nateshmbhat
Enables AI assistants to interact with a multi-game competition platform for organizational events, providing features like AI game coaching, automated score submission, and real-time leaderboard queries.
Enables AI assistants to interact with a multi-game competition platform for organizational events, providing features like AI game coaching, automated score submission, and real-time leaderboard queries.
Setup Requirements
- ⚠️House names 'Shakti Compliers ' and 'Karma Debuggers ' require a trailing space.
- ⚠️Requires Node.js runtime environment.
- ⚠️Requires `npm run build` to compile TypeScript to JavaScript before running.
- ⚠️Requires manual configuration in the MCP client (e.g., `~/.cursor/mcp.json`).
Review RequiredView Analysis
gmail-assistant-mcp
by thejoefriel
Integrates with Gmail to fetch unread emails and generate AI-powered draft replies, optionally guided by a Google Doc for writing style and context.
Integrates with Gmail to fetch unread emails and generate AI-powered draft replies, optionally guided by a Google Doc for writing style and context.
Setup Requirements
- ⚠️Requires manual setup of a Gmail App Password.
- ⚠️Requires an Anthropic API Key (paid service).
- ⚠️Requires manual setup of a Google Cloud Project, enabling the Docs API, and downloading 'credentials.json' if email guidelines from Google Docs are to be used.
- ⚠️Assumes the project is located at `~/mcp-servers/gmail-assistant-mcp` for Google Docs credentials/token storage.
Verified SafeView Analysis
smart-mcp-server
by DigitalSQR
Provides a secure interface for AI assistants to interact with FHIR R4 servers, enabling clinical decision support workflows through PlanDefinitions, resource management, terminology lookups, and structured data capture via Questionnaires.
Provides a secure interface for AI assistants to interact with FHIR R4 servers, enabling clinical decision support workflows through PlanDefinitions, resource management, terminology lookups, and structured data capture via Questionnaires.
Setup Requirements
- ⚠️Requires Docker Desktop with MCP Toolkit enabled
- ⚠️Requires Docker MCP CLI plugin (`docker mcp` command)
- ⚠️Requires a FHIR R4 server running (default: http://localhost:8080/fhir)
- ⚠️Requires a Matchbox server for StructureMap transforms (default: http://localhost:8081/matchboxv3/fhir)
Verified SafeView Analysis
hydra-headless-ts
by jeffdyke
Acts as a headless OAuth2 login/consent provider, bridging Ory Hydra (with DCR support) and Google OAuth (without DCR support) for authentication flows, primarily for AI agents like Claude.ai.
Acts as a headless OAuth2 login/consent provider, bridging Ory Hydra (with DCR support) and Google OAuth (without DCR support) for authentication flows, primarily for AI agents like Claude.ai.
Setup Requirements
- ⚠️Requires Docker, PostgreSQL, and Redis to be running for full functionality.
- ⚠️Requires Google OAuth credentials (client ID and secret) to be configured.
- ⚠️The Ory Hydra OAuth2 server must be running and properly configured as a dependency.
- ⚠️All hardcoded secrets (CSRF, session, JWT, Hydra system/cookie secrets) MUST be overridden with strong, unique values in any non-development environment to prevent critical security vulnerabilities.
Review RequiredView Analysis
sql-server-mcp
by jpcanter
Manages and interacts with Microsoft SQL Server databases through a Model Context Protocol (MCP) server, offering tools for database object discovery, schema inspection, safe write operations, and a full stored procedure lifecycle management with versioning.
Manages and interacts with Microsoft SQL Server databases through a Model Context Protocol (MCP) server, offering tools for database object discovery, schema inspection, safe write operations, and a full stored procedure lifecycle management with versioning.
Setup Requirements
- ⚠️Requires a running Microsoft SQL Server instance (Docker-based test environment provided, or connect to existing server).
- ⚠️Requires Node.js (version >=18) and npm for running the server.
- ⚠️Critical database connection details (DB_SERVER, DB_DATABASE, DB_USER, DB_PASSWORD, DB_TRUST_SERVER_CERTIFICATE) must be configured via environment variables (.env file).
Verified SafeView Analysis
MCP-server
by Prakharsahu10
This server acts as an AI content creation agent that researches topics, generates high-quality content, and stores it in a PostgreSQL database.
This server acts as an AI content creation agent that researches topics, generates high-quality content, and stores it in a PostgreSQL database.
Setup Requirements
- ⚠️Requires `SMITHERY_API_KEY` environment variable.
- ⚠️Requires access to a PostgreSQL database for the agent to store content.
- ⚠️Relies on the external `smithery.ai` service for the Neon MCP server.
Review RequiredView Analysis
VectorMind
by RecallFlow
A lightweight vector database service providing semantic search and Retrieval Augmented Generation (RAG) capabilities using Redis as a backend for storing embeddings.
A lightweight vector database service providing semantic search and Retrieval Augmented Generation (RAG) capabilities using Redis as a backend for storing embeddings.
Setup Requirements
- ⚠️Requires Docker, Docker Compose, and Docker Model Runner.
- ⚠️Requires a running Redis server (handled by 'docker compose up -d' within the provided setup).
- ⚠️Assumes a compatible embedding model ('ai/mxbai-embed-large' by default) is pulled and available via the Docker Model Runner at 'http://localhost:12434'.
Verified SafeView Analysis
MCP-SERVER
by ahmed0ezzat
Exposes basic arithmetic and string manipulation functions as a web service using the FastMCP framework.
Exposes basic arithmetic and string manipulation functions as a web service using the FastMCP framework.
Setup Requirements
- ⚠️Requires Python 3.8+ to run.
- ⚠️Requires 'mcp' and 'fastmcp' Python libraries to be installed.
Verified SafeView Analysis
hello3dmcp-frontend
by aidenlab
A real-time 3D model visualization application built with Three.js that functions as a frontend for an external Model Context Protocol (MCP) server, allowing AI (like Claude) to control 3D models and lighting.
A real-time 3D model visualization application built with Three.js that functions as a frontend for an external Model Context Protocol (MCP) server, allowing AI (like Claude) to control 3D models and lighting.
Setup Requirements
- ⚠️Requires the `hello3dmcp-server` to be running locally or accessible via a tunnel for full functionality.
- ⚠️Requires `sessionId` to be passed as a URL query parameter (e.g., `http://localhost:5173?sessionId=<your-session-id>`) for WebSocket connection and MCP control.
- ⚠️For Netlify deployment, requires a WebSocket tunnel (e.g., `ngrok`, `localtunnel`) to connect to a local MCP server, and the `VITE_WS_URL` environment variable set to the `wss://` tunnel URL.
Verified SafeView Analysis
remote-mcp-server
by farhanrhine
A remote Model Context Protocol (MCP) server for tracking personal expenses, providing tools to add, list, and summarize financial data.
A remote Model Context Protocol (MCP) server for tracking personal expenses, providing tools to add, list, and summarize financial data.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires `uv` package manager for installation and execution
- ⚠️SQLite database defaults to system temp directory, which may not persist across reboots and might require specific handling for production persistence.