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Vetted Servers(8554)
bjjcoach-mcp-server
by tspenov
Provides an Elixir-based Model Context Protocol (MCP) server exposing BJJ position and video data as tools for AI assistants.
Provides an Elixir-based Model Context Protocol (MCP) server exposing BJJ position and video data as tools for AI assistants.
Setup Requirements
- ⚠️Requires Elixir to be installed.
- ⚠️This is a skeleton/library; real data providers must be implemented in a private application to replace the mock data.
- ⚠️The server runs within an Elixir application (e.g., Phoenix or Plug) and requires specific router configuration.
Verified SafeView Analysis
your-spotify-mcp
by pentafive
Connects AI assistants to Your Spotify for advanced music analytics and optional Spotify Web API control.
Connects AI assistants to Your Spotify for advanced music analytics and optional Spotify Web API control.
Setup Requirements
- ⚠️Requires a self-hosted 'Your Spotify' instance to collect and store your listening history data.
- ⚠️Tier 5 tools (Spotify Control) require separate Spotify Developer App credentials (Client ID, Client Secret, OAuth Access/Refresh Tokens) and will be disabled if not configured.
- ⚠️Some Tier 4 Management tools (`analyze_affinity`, `rename_account`, `revoke_public_access`, `update_user_settings`) require an authenticated web session with Your Spotify, and cannot be used with a public token (read-only API limitation).
- ⚠️The Your Spotify API typically limits data requests to 30 items, even if a higher limit is specified in a tool call.
Verified SafeView Analysis
mcp
by BryanSchuetz
This repository contains Markdown files detailing numerous international development projects, likely intended for an organizational website or public-facing project portfolio.
This repository contains Markdown files detailing numerous international development projects, likely intended for an organizational website or public-facing project portfolio.
Verified SafeView Analysis
NetContext-MCP
by hgursel
AI-powered network automation and device management by enabling AI assistants to execute commands on network devices via Model Context Protocol (MCP).
AI-powered network automation and device management by enabling AI assistants to execute commands on network devices via Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires access to live or simulated network devices (e.g., physical switches, GNS3, or Docker test servers).
- ⚠️SSH host key verification is disabled by default, requiring manual configuration to enable for secure production use (vulnerable to MitM if not enabled).
- ⚠️Manual configuration of client-specific JSON file (e.g., `~/.claude.json`) with absolute paths and credentials, which is prone to errors.
- ⚠️GNS3 setup requires specific Aruba AOS-CX simulator image and significant RAM (8GB+).
Review RequiredView Analysis
Expense-tracker-mcp-server
by bisVo159
A server for tracking and managing personal expenses via a FastMCP API.
A server for tracking and managing personal expenses via a FastMCP API.
Setup Requirements
- ⚠️Requires 'uv' for dependency management, not 'pip'.
- ⚠️Expense data is stored in the system's temporary directory, which may not be persistent across reboots or system cleanups, leading to potential data loss.
- ⚠️Lacks any authentication or authorization, making it unsafe to expose on untrusted networks or use in multi-user environments.
Verified SafeView Analysis
How-to-create-a-AWS-MCP-Server
by Ce-terminals-02
Provides instructions or automation for deploying a Minecraft server on Amazon Web Services (AWS).
Provides instructions or automation for deploying a Minecraft server on Amazon Web Services (AWS).
Setup Requirements
- ⚠️Requires an AWS account and appropriate credentials for deployment.
Review RequiredView Analysis
mcp-server
by web-dev-lab-official
Integrates AI applications with Google Calendar by exposing calendar functionalities as MCP tools, resources, and prompts.
Integrates AI applications with Google Calendar by exposing calendar functionalities as MCP tools, resources, and prompts.
Setup Requirements
- ⚠️Requires Google Cloud Project with Calendar API enabled
- ⚠️Requires `credentials.json` file from Google Cloud in the project root
- ⚠️Requires Python 3.13+
- ⚠️Requires `uv` package manager for setup and running
Verified SafeView Analysis
LLM_with_MCP_server
by ishant1234567890
Facilitates real-time, AI-powered chat interaction between a Large Language Model and players within a Minecraft Pi Edition server.
Facilitates real-time, AI-powered chat interaction between a Large Language Model and players within a Minecraft Pi Edition server.
Setup Requirements
- ⚠️Requires a specific llama.cpp compatible LLM model file (e.g., ggml-model-q4_0.bin) placed at './models/7B/' (or specified via LLM_MODEL_PATH).
- ⚠️Requires a running Minecraft Pi Edition server accessible to the script (default 'localhost:4711').
- ⚠️Requires the 'llama_cpp' Python library, which can have complex installation requirements, especially for GPU support.
Verified SafeView Analysis
philips_hue_mcp_server_apiv2
by mave007
This server controls Philips Hue smart lights via API v2, enabling comprehensive management of lights, rooms, scenes, and sensors.
This server controls Philips Hue smart lights via API v2, enabling comprehensive management of lights, rooms, scenes, and sensors.
Setup Requirements
- ⚠️Requires physical access to the Philips Hue Bridge to press the link button during initial authentication setup.
- ⚠️Requires Python 3 and dependencies installed via `pip install -r requirements.txt`.
- ⚠️The Hue Bridge must be on the same local network as the server for discovery and communication.
Verified SafeView Analysis
obsidian-mcp-server
by Amri854
A comprehensive Model Context Protocol (MCP) server for Obsidian that provides powerful vault access, knowledge graph analysis, and advanced integration features, often for AI tools and automation.
A comprehensive Model Context Protocol (MCP) server for Obsidian that provides powerful vault access, knowledge graph analysis, and advanced integration features, often for AI tools and automation.
Setup Requirements
- ⚠️Requires absolute paths for local vault configuration, environment variables, and Claude Desktop setup.
- ⚠️For full Obsidian app integration (e.g., opening notes in Obsidian, executing commands), the 'Local REST API' community plugin must be installed and running in Obsidian.
- ⚠️The 'remote' vault type is designed for self-hosted REST API servers that the user must implement themselves, NOT for Obsidian Sync or other third-party cloud services.
- ⚠️Requires Node.js version 18 or higher.
Verified SafeView Analysis
mcp-servers-test
by Vid-Juric
This repository serves as a test suite for validating MCP (Model Context Protocol) configuration discovery and vulnerability scanning tools.
This repository serves as a test suite for validating MCP (Model Context Protocol) configuration discovery and vulnerability scanning tools.
Setup Requirements
- ⚠️Requires various cloud/service API keys (e.g., AWS, Alibaba Cloud, Firecrawl, Context7) for different server configurations.
- ⚠️Requires Docker, Node.js/NPM, and Python environments to run the diverse set of configured MCP servers.
- ⚠️Involves executing external scripts/packages directly from GitHub or other sources, which requires careful security vetting and may introduce additional dependencies.
Review RequiredView Analysis
Salesforce-MCP-ServerUI
by kuyaxx
Provides a Salesforce Model Context Protocol (MCP) server with enhanced UI capabilities for interacting with Salesforce data through queries, DML, and metadata operations.
Provides a Salesforce Model Context Protocol (MCP) server with enhanced UI capabilities for interacting with Salesforce data through queries, DML, and metadata operations.
Setup Requirements
- ⚠️Requires Node.js and npm for installation and execution.
- ⚠️Requires Salesforce CLI to be installed and an authenticated org for 'Salesforce_CLI' authentication method.
- ⚠️Requires Salesforce API credentials (e.g., username/password/token, or client ID/secret) configured as environment variables depending on the chosen authentication method.