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Vetted Servers(9120)
Dappier-MCP-Server-Real-Time-Web-Market-Data-for-AI-Agents
by token-druid609op
Provides real-time web search and AI-powered content recommendations from various data sources for AI agents.
Provides real-time web search and AI-powered content recommendations from various data sources for AI agents.
Setup Requirements
- ⚠️Requires a Dappier API Key, which needs to be obtained by signing up on their platform.
- ⚠️Requires 'uv' to be installed for running via 'uvx'.
- ⚠️The full path to 'uvx' might be needed in client configurations depending on the system's PATH.
Verified SafeView Analysis
demo-mcp-server
by livhg
Provides a tutorial project for building AI Agent tools using the Model Context Protocol (MCP) and FastMCP framework, demonstrating currency conversion, RAG, and AI sampling functionalities.
Provides a tutorial project for building AI Agent tools using the Model Context Protocol (MCP) and FastMCP framework, demonstrating currency conversion, RAG, and AI sampling functionalities.
Setup Requirements
- ⚠️Requires 'txtai' Python package for RAG functionality.
- ⚠️Requires Node.js and 'npx' to run '@modelcontextprotocol/inspector' for testing and interaction.
- ⚠️The 'sampling' functionality implicitly relies on the calling AI Agent client to have an active connection to an LLM and configured API keys.
Verified SafeView Analysis
autoscale-infrastructure-config
by JSLeboeuf
Manages and documents configuration for an auto-scaling infrastructure, including automation for updates to a Git repository.
Manages and documents configuration for an auto-scaling infrastructure, including automation for updates to a Git repository.
Setup Requirements
- ⚠️Requires environment variables to be configured, likely based on the `.env.example` file.
- ⚠️Requires Git and appropriate GitHub credentials/configuration (e.g., SSH keys or personal access tokens) for the `push_to_github.sh` script to function.
- ⚠️Requires access and credentials to the target auto-scaling infrastructure it is intended to configure and manage.
Review RequiredView Analysis
aircraft-database-mcp
by jbandu
Provides a standardized, real-time interface for comprehensive airline fleet data management, scraping, and analytics for operational applications.
Provides a standardized, real-time interface for comprehensive airline fleet data management, scraping, and analytics for operational applications.
Setup Requirements
- ⚠️Requires local Ollama to be running for development-time LLM inference (e.g., `ollama serve` and `ollama pull llama3.2`).
- ⚠️Requires a PostgreSQL database to be configured and accessible via `POSTGRES_URL`.
- ⚠️Requires Playwright's browser dependencies to be installed (`npx playwright install --with-deps`) or running within a Docker environment.
Verified SafeView Analysis
wyze-mcp-server
by Porkbutts
An MCP (Model Context Protocol) server for controlling Wyze smart home devices, allowing AI assistants to list, monitor, and control various devices.
An MCP (Model Context Protocol) server for controlling Wyze smart home devices, allowing AI assistants to list, monitor, and control various devices.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Requires a Wyze account with devices and API credentials (email, password, API key, key ID) obtained from developer-api-console.wyze.com, set as environment variables.
- ⚠️MFA (Multi-Factor Authentication) is not currently supported for Wyze accounts; it must be disabled or an account without MFA used.
Verified SafeView Analysis
godot-dap-mcp-server
by TransitionMatrix
An MCP (Model Context Protocol) server that enables AI agents to perform interactive runtime debugging of Godot games via the Debug Adapter Protocol (DAP).
An MCP (Model Context Protocol) server that enables AI agents to perform interactive runtime debugging of Godot games via the Debug Adapter Protocol (DAP).
Setup Requirements
- ⚠️Requires Godot editor (4.3+) to be running with its DAP server enabled on a specified port (default 6006).
- ⚠️For automated testing and scenario running, the 'GODOT_BIN' environment variable must be set to the absolute path of the Godot executable.
Verified SafeView Analysis
neuro-mcp-relay-registry
by VSC-NeuroPilot
A permissions-based, controllable MCP Relay & Registry server for NeuroPilot and NeuroMCP.
A permissions-based, controllable MCP Relay & Registry server for NeuroPilot and NeuroMCP.
Setup Requirements
- ⚠️Requires pnpm package manager.
- ⚠️Requires Node.js 20 or higher.
- ⚠️Uses a 'nitro-nightly' build, which may be unstable.
Verified SafeView Analysis
mcp_poke_server
by DimbongCHOI
This server provides a Pokémon information API and acts as a tool for an AI chatbot via the Model Context Protocol (MCP), supporting both direct API calls and MCP-orchestrated interactions.
This server provides a Pokémon information API and acts as a tool for an AI chatbot via the Model Context Protocol (MCP), supporting both direct API calls and MCP-orchestrated interactions.
Setup Requirements
- ⚠️Requires Node.js runtime
- ⚠️Relies on external PokeAPI (pokeapi.co) for data
- ⚠️Designed to interact with the Model Context Protocol (MCP) ecosystem
Verified SafeView Analysis
MCP-Server-Projects
by BhagyeshPatil2004
This server integrates with Google Calendar to manage events (list, add, delete) directly through Claude, enabling personal productivity and scheduling assistance.
This server integrates with Google Calendar to manage events (list, add, delete) directly through Claude, enabling personal productivity and scheduling assistance.
Setup Requirements
- ⚠️Requires a Google Cloud Project with the Google Calendar API enabled and an OAuth 2.0 Client ID (downloaded as `credentials.json`).
- ⚠️The first run requires manual browser interaction for Google account authorization and consent.
- ⚠️Requires Python 3.10 or higher.
Verified SafeView Analysis
weather-mcp-server
by zademy
Provides current and daily weather forecasts for specified locations or geographic coordinates using the Open-Meteo API.
Provides current and daily weather forecasts for specified locations or geographic coordinates using the Open-Meteo API.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) to build and run the application.
- ⚠️The project needs to be built (e.g., using Maven or Gradle) to produce the executable JAR file (`target/weather-0.0.1-SNAPSHOT.jar`) before it can be run.
- ⚠️The `mcp.json` file specifies an absolute JAR path (`/Users/sadot/...`), which will need to be updated to a relative path like `target/weather-0.0.1-SNAPSHOT.jar` or an appropriate absolute path for your environment.
Verified SafeView Analysis
mcp-gitmoji
by toms74209200
Provides gitmoji emoji listings and search functionality in a paginated format as a Model Context Protocol (MCP) server.
Provides gitmoji emoji listings and search functionality in a paginated format as a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Deno 2.0.0 or later to be installed.
- ⚠️Intended for use with a Model Context Protocol client (e.g., within Visual Studio Code with an `mcp.json` configuration).
Verified SafeView Analysis
orchestrAIgent
by tzDel
Manages isolated Git worktrees for AI coding agents to provide isolated development environments and context.
Manages isolated Git worktrees for AI coding agents to provide isolated development environments and context.
Setup Requirements
- ⚠️Requires Git CLI installed and available in PATH.
- ⚠️The `-repo` flag must point to an initialized Git repository.
- ⚠️A SQLite database file (`.orchestragent-mcp.db`) will be created in the specified or default directory (`-db` flag).