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Vetted Servers(9120)
mcp-server-authless
by Origonlabs
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication, allowing AI clients to access custom tools.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication, allowing AI clients to access custom tools.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment to Cloudflare Workers.
- ⚠️The server is intentionally 'authless', which requires careful security consideration if deploying beyond demonstration purposes.
Verified SafeView Analysis
claude-mcp-servers
by harshv2013
Provides Model Context Protocol (MCP) servers for Claude Desktop, enabling secure file system access and advanced mathematical calculations.
Provides Model Context Protocol (MCP) servers for Claude Desktop, enabling secure file system access and advanced mathematical calculations.
Setup Requirements
- ⚠️Requires macOS and Claude Desktop application.
- ⚠️Requires Python 3.10+.
- ⚠️Manual configuration of Claude Desktop's `claude_desktop_config.json` with absolute paths to the server scripts is required and can be error-prone.
- ⚠️Currency exchange rates in the calculator are hardcoded (as of Jan 2025 approximations) and not real-time.
Verified SafeView Analysis
MCP-F1data
by Maxbleu
Provides a Model Context Protocol (MCP) server to allow LLMs like Claude to interact with Formula 1 data through a set of Python tools.
Provides a Model Context Protocol (MCP) server to allow LLMs like Claude to interact with Formula 1 data through a set of Python tools.
Setup Requirements
- ⚠️Requires Claude Desktop application to be installed and configured with the MCP server entry in its `claude_desktop_config.json` file.
- ⚠️Requires Python 3.12 or newer to run the server.
- ⚠️Relies on several environment variables (`JWT_TOKEN`, `APIF1DB_PRIVATE_NETWORK_BASE_PATH`, `PUBLIC_KEY`, `ALGORITHM`) for API authentication and endpoint configuration, which must be correctly set.
Review RequiredView Analysis
mcp-code-analyzer
by Pratham-Prog861
Analyzes JavaScript/TypeScript code quality in real-time, providing linting suggestions via both a Model Context Protocol (MCP) server and a standalone HTTP API.
Analyzes JavaScript/TypeScript code quality in real-time, providing linting suggestions via both a Model Context Protocol (MCP) server and a standalone HTTP API.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️Initial setup requires 'npm install' to fetch dependencies.
- ⚠️For MCP integration with Claude Desktop, the absolute path to 'index.js' needs to be configured manually.
Verified SafeView Analysis
repka-lifeforce
by repkam09
A modular REST API server providing an AI conversational assistant, server utilities, weather, music playback information, and media management.
A modular REST API server providing an AI conversational assistant, server utilities, weather, music playback information, and media management.
Setup Requirements
- ⚠️Requires a Temporal cluster for workflow management.
- ⚠️Requires a Supabase instance for user authentication and database operations.
- ⚠️Requires multiple external API keys for services like OpenAI, Brave Search, OpenWeatherMap, and Last.fm (many are paid services).
- ⚠️Requires Docker and Docker Compose for easy setup and development.
Review RequiredView Analysis
simlab-ug-mcp-server
by miho
Provides an MCP server and GUI for managing, configuring, and executing UG4 Lua simulation scripts by interacting with an external UG gRPC server.
Provides an MCP server and GUI for managing, configuring, and executing UG4 Lua simulation scripts by interacting with an external UG gRPC server.
Setup Requirements
- ⚠️Requires an external UG gRPC server to be running (default localhost:50051) for script analysis and execution.
- ⚠️Requires the UG4 `ugshell` executable (UG4 simulation software) to be installed and configured in the application.
- ⚠️The `ughub` launcher in the macOS DMG requires Python 3.x to be installed.
- ⚠️On macOS, users are advised to run a 'Fix Security.command' (using `xattr -cr`) to bypass Apple's Gatekeeper security warnings for unsigned applications.
Verified SafeView Analysis
LongportMCPDocker
by WisdomShun
Deploying and managing a Longport Model Context Protocol (MCP) server using Docker for financial API services.
Deploying and managing a Longport Model Context Protocol (MCP) server using Docker for financial API services.
Setup Requirements
- ⚠️Docker Engine (20.10.0+) and Docker Compose (1.29.0+) are required.
- ⚠️Longport API credentials (APP_KEY, APP_SECRET, ACCESS_TOKEN) are mandatory and must be obtained from Longport.
- ⚠️Users need to manually create a `.env` file in the project root to configure credentials and server settings.
Verified SafeView Analysis
mcp-server-doubao
by oychao1988
An MCP server that provides comprehensive image and video generation capabilities using Doubao AI models (Seedream for images, Seedance for videos), designed for integration with clients like Claude Desktop.
An MCP server that provides comprehensive image and video generation capabilities using Doubao AI models (Seedream for images, Seedance for videos), designed for integration with clients like Claude Desktop.
Setup Requirements
- ⚠️Requires an `ARK_API_KEY` obtained from the Volcengine Ark console (potentially a paid service).
- ⚠️Primarily designed for integration with Claude Desktop, requiring specific `claude_desktop_config.json` setup.
- ⚠️Requires Node.js version 18.0.0 or higher.
Verified SafeView Analysis
mcp
by xuemingqi
This server acts as a Model Context Protocol (MCP) tool provider, exposing various functionalities (like user management and mail services) as AI-callable tools for Spring AI applications.
This server acts as a Model Context Protocol (MCP) tool provider, exposing various functionalities (like user management and mail services) as AI-callable tools for Spring AI applications.
Setup Requirements
- ⚠️Requires a MySQL database instance to be accessible at the configured URL, username, and password.
- ⚠️Requires a Redis server instance to be accessible at the configured address and password.
- ⚠️Requires `x-framework` libraries to be built and available as dependencies (suggesting a multi-module Maven/Gradle project).
- ⚠️The default configurations in `application.yml` for database and Redis (`username: username`, `password: ''`) are insecure and must be changed for any non-local/test environment.
Review RequiredView Analysis
test_remote_mcp_server
by aanal25patel
This server functions as an expense tracker, allowing users to add, list, and summarize financial expenditures via an API.
This server functions as an expense tracker, allowing users to add, list, and summarize financial expenditures via an API.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires file system write access in the temporary directory for the SQLite database.
Verified SafeView Analysis
temporal-mcp
by vreme-ai
Provides an AI assistant with comprehensive temporal intelligence, including timezone conversions, multi-cultural calendars, holiday data, business time calculations, and astronomical events.
Provides an AI assistant with comprehensive temporal intelligence, including timezone conversions, multi-cultural calendars, holiday data, business time calculations, and astronomical events.
Setup Requirements
- ⚠️Requires an active connection to the external Vreme Time API (api.vreme.ai) for its core functionality, which may incur costs or require registration/API keys not detailed in the provided context.
- ⚠️Requires Node.js runtime version 18.0.0 or higher.
- ⚠️It is designed to be run as an MCP server, meaning an MCP-compatible AI client (e.g., Claude Desktop, VS Code, Continue, Cline) is necessary for its intended use.
Verified SafeView Analysis
cortex-mcp-server
by Tuckdin
The Cortex MCP Server provides a semantic search interface and content ingestion capabilities for a knowledge base focused on ICT trading and social intelligence.
The Cortex MCP Server provides a semantic search interface and content ingestion capabilities for a knowledge base focused on ICT trading and social intelligence.
Setup Requirements
- ⚠️Requires an OpenAI API Key (Paid service for embeddings)
- ⚠️Requires a Supabase project URL and API Key for data storage
- ⚠️Python environment with specific dependencies (fastmcp, openai, supabase) must be set up