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Vetted Servers(9120)
barber-mcp-server
by Neophite2023
This server provides an automated booking and information retrieval system for a barber shop, integrating with a conversational AI via the Model Context Protocol and potentially Twilio Media Streams.
This server provides an automated booking and information retrieval system for a barber shop, integrating with a conversational AI via the Model Context Protocol and potentially Twilio Media Streams.
Setup Requirements
- â ď¸Requires Google Service Account credentials (`GOOGLE_CLIENT_EMAIL`, `GOOGLE_PRIVATE_KEY`) with Google Calendar API access configured for appointment management.
- â ď¸The `src/websocket.ts` integration with Deepgram, OpenAI GPT-4o, and ElevenLabs is conceptual and requires significant additional implementation and external service setup for a complete voice assistant.
- â ď¸The tenant data is currently a mock database and would need to be replaced with a persistent data store for production use.
Verified SafeView Analysis
SRE-Debugging-and-Automation-MCP-Server
by AyushRaj005
Enables Claude AI to function as an SRE assistant by interacting with external systems and internal data for observability, debugging, and workflow automation.
Enables Claude AI to function as an SRE assistant by interacting with external systems and internal data for observability, debugging, and workflow automation.
Setup Requirements
- â ď¸Python 3.13+ required (based on MCP_server/pyproject.toml)
- â ď¸Manual Claude Desktop configuration required for integration
Verified SafeView Analysis
circuitry-mcp-server
by circuitry-dev
Provides AI coding agents with programmatic access to Circuitry, a visual workflow and diagramming platform.
Provides AI coding agents with programmatic access to Circuitry, a visual workflow and diagramming platform.
Setup Requirements
- â ď¸Requires Circuitry Server (Electron desktop application) to be installed and running locally.
- â ď¸User must manually generate an 'Access Key' from the Circuitry Server's preferences for initial setup.
- â ď¸Requires an MCP-compatible AI client (e.g., Claude Code, Cursor, VS Code with Copilot, Gemini CLI) to utilize its functionality.
Verified SafeView Analysis
MCP_Server
by akashjavalekar02
A custom server implementation designed to interact with the Minecraft protocol, likely for hosting or developing custom game logic and player experiences.
A custom server implementation designed to interact with the Minecraft protocol, likely for hosting or developing custom game logic and player experiences.
Setup Requirements
- â ď¸Requires specific network port(s) to be open and available (e.g., 25565 for Minecraft).
- â ď¸Requires Python 3.x installed with potentially additional dependencies (e.g., via pip).
Verified SafeView Analysis
gemini-mcp-server
by george7979
An MCP server to integrate Google Gemini AI capabilities (text generation, web search, YouTube analysis) into Claude Code and other MCP clients.
An MCP server to integrate Google Gemini AI capabilities (text generation, web search, YouTube analysis) into Claude Code and other MCP clients.
Setup Requirements
- â ď¸Requires Node.js 18+.
- â ď¸Requires a Google AI API Key (free tier available, but usage limits apply).
- â ď¸Ensure absolute path to server executable is used in MCP client configuration.
Verified SafeView Analysis
git-control-mcp
by haroldcampbell
Provides Micro-Control Protocol (MCP) tools for common Git and GitHub operations, enabling automated source control management and integration with developer environments like Codex CLI.
Provides Micro-Control Protocol (MCP) tools for common Git and GitHub operations, enabling automated source control management and integration with developer environments like Codex CLI.
Setup Requirements
- â ď¸Requires 'gh' (GitHub CLI) to be installed and authenticated for pull request creation.
- â ď¸Requires 'uv' package manager for dependency management and execution.
- â ď¸Requires Python 3.11 or newer.
Verified SafeView Analysis
chivas13
by bioanywhere
Accessing and processing news data from the World News API.
Accessing and processing news data from the World News API.
Setup Requirements
- â ď¸Requires an API key from World News API (Paid service).
- â ď¸Python client requires Python 3.7+.
- â ď¸C++ client requires Qt for building and runtime.
Verified SafeView Analysis
Azure-MCP
by Jason-Azure
This project aims to collect and potentially manage Minecraft Protocol (MCP) servers, specifically those that might be leveraging GitHub Copilot.
This project aims to collect and potentially manage Minecraft Protocol (MCP) servers, specifically those that might be leveraging GitHub Copilot.
Setup Requirements
- â ď¸Likely requires an Azure account or specific Azure services for deployment/operation, given the 'Azure-MCP' repository name.
- â ď¸Potential dependency on GitHub Copilot API or runtime environment for its functionality, implying a Copilot subscription or specific integration setup.
- â ď¸Requires existing MCP (Minecraft Protocol) servers to collect and monitor.
Review RequiredView Analysis
notion-mcp-server
by Son012375
Automating Notion page creation, retrieval, and updates for project documentation and knowledge management, integrated with Claude Code CLI.
Automating Notion page creation, retrieval, and updates for project documentation and knowledge management, integrated with Claude Code CLI.
Setup Requirements
- â ď¸Requires a Notion API Key and Database ID, which must be manually configured in a `.env` file.
- â ď¸The Notion database must have specific properties (e.g., 'ě´ëŚ' as Title, 'ë ě§' as Date, 'ěš´í ęł ëŚŹ' as Select, 'ěí' as Status, 'í꡸' as Multi-select) with exact Korean names for full functionality.
- â ď¸Requires Claude Desktop to be configured to run this MCP server, or manual execution if used standalone.
Verified SafeView Analysis
mcp-playwright
by xianglq18
Provides web automation capabilities, likely through an API, leveraging Playwright for browser control and testing.
Provides web automation capabilities, likely through an API, leveraging Playwright for browser control and testing.
Setup Requirements
- â ď¸Source code not provided for analysis, preventing identification of specific setup requirements.
- â ď¸Likely requires a Node.js environment and Playwright's browser dependencies to be available.
Review RequiredView Analysis
vault-mcp-server
by mschuchard
Provides an interface for managing HashiCorp Vault server resources, including secret engines, authentication engines, audit devices, and ACL policies.
Provides an interface for managing HashiCorp Vault server resources, including secret engines, authentication engines, audit devices, and ACL policies.
Setup Requirements
- â ď¸Requires an operational HashiCorp Vault server to connect to.
- â ď¸Requires Docker for containerized execution (recommended in README).
- â ď¸Requires a valid Vault authentication token (`VAULT_TOKEN`) with appropriate permissions for the actions performed.
- â ď¸Requires Python 3.12 or newer for direct execution outside of Docker.
Verified SafeView Analysis
spec-kit
by jlwainwright
The Spec-Kit MCP Server provides a comprehensive toolkit for specification-driven development, automating workflows from feature specification and planning to task breakdown, domain analysis, and guided implementation.
The Spec-Kit MCP Server provides a comprehensive toolkit for specification-driven development, automating workflows from feature specification and planning to task breakdown, domain analysis, and guided implementation.
Setup Requirements
- â ď¸Requires Python 3.11+ (CLI) or 3.8+ (MCP Server)
- â ď¸Requires 'uv' or 'pip' for package management
- â ď¸Requires Git for version control and branch management
- â ď¸Requires a supported AI coding agent (e.g., Claude Code, GitHub Copilot, Gemini CLI)
- â ď¸GitHub token (GH_TOKEN/GITHUB_TOKEN) is recommended to avoid API rate-limiting for template downloads and GitHub interactions
- â ď¸Manual configuration of Claude Desktop (or other IDE/agent) is required to register the MCP server endpoint
- â ď¸Setting `SPECIFY_FEATURE` environment variable is needed for non-Git repositories for context