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Vetted Servers(8554)
factory-chatbot-mcp-server
by kseysh
An MCP server for Inha University campus electricity management, providing tools for energy usage monitoring, time-series forecasting of power consumption, and real-time power control.
An MCP server for Inha University campus electricity management, providing tools for energy usage monitoring, time-series forecasting of power consumption, and real-time power control.
Setup Requirements
- ⚠️Requires a PostgreSQL database with an 'electricity' table (containing 'building', 'powerusage', 'datetime', 'datavalue' columns) for energy data storage.
- ⚠️Requires internet access at startup to download the TimesFM pre-trained model weights from Hugging Face Hub (approx. 200MB) or a pre-cached local copy.
- ⚠️Requires an external API endpoint configured via the 'POWER_CONTROL_URL' environment variable for real-time power control functionality to operate.
Verified SafeView Analysis
mcp-server
by brendon92
Provides AI agents with specialized tools for comprehensive web search, content fetching, and data format conversion.
Provides AI agents with specialized tools for comprehensive web search, content fetching, and data format conversion.
Setup Requirements
- ⚠️Requires Node.js 20.x or higher.
- ⚠️Requires paid API keys for most web search engines (e.g., Brave, Google, Bing, SerpAPI) to function beyond basic DuckDuckGo search.
- ⚠️Web scraping tools (`WebFetch`, `WebSearch` with DuckDuckGo) can be resource-intensive depending on the target website's complexity and size, potentially increasing CPU/network costs.
Verified SafeView Analysis
proofscan
by proofofprotocol
proofscan is an MCP (Model Context Protocol) server scanner that provides full visibility into JSON-RPC communication by capturing, saving, visualizing, and testing interactions, and offering a proxy for multiple MCP servers.
proofscan is an MCP (Model Context Protocol) server scanner that provides full visibility into JSON-RPC communication by capturing, saving, visualizing, and testing interactions, and offering a proxy for multiple MCP servers.
Setup Requirements
- ⚠️Requires Node.js v18+ (v20+ recommended).
- ⚠️Sensitive data (e.g., API keys) stored via the 'plain' provider (base64 encoded, not encrypted) on non-Windows platforms (Linux/macOS) due to lack of native secure storage integration (e.g., Keychain is not yet implemented). This means secrets are readable on disk.
Verified SafeView Analysis
prompt-tuner-mcp-server
by j0hanz
A Model Context Protocol (MCP) server that refines, enhances, and structures user prompts for optimal AI interaction using various LLM providers.
A Model Context Protocol (MCP) server that refines, enhances, and structures user prompts for optimal AI interaction using various LLM providers.
Setup Requirements
- ⚠️Requires LLM Provider API Key (Paid, e.g., OPENAI_API_KEY)
- ⚠️Requires Node.js >= 22.0.0
- ⚠️Designed to run as an MCP server backend for an MCP host (e.g., Claude Desktop via stdio)
Verified SafeView Analysis
youtube-mcp-server
by Jing-yilin
Enables AI language models to interact with YouTube content through a standardized Model Context Protocol (MCP) interface.
Enables AI language models to interact with YouTube content through a standardized Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires YouTube Data API Key (Paid Google Cloud API)
Review RequiredView Analysis
dreams-ai
by vitorcalvi
An MCP server providing AI-powered code intelligence for semantic search, code structure analysis, and embedding generation, leveraging Apple Silicon GPU acceleration.
An MCP server providing AI-powered code intelligence for semantic search, code structure analysis, and embedding generation, leveraging Apple Silicon GPU acceleration.
Setup Requirements
- ⚠️Requires macOS with Apple Silicon (M1/M2/M3) hardware.
- ⚠️Requires manual cloning and configuration of the 'dreams-ai-core' Python backend, and manually updating the 'PYTHON_CORE_DIR' constant in 'dreams-mcp.ts'.
- ⚠️Requires 'uv' (a Python package manager) to be installed and available in the system's PATH to execute Python commands.
- ⚠️Requires running the 'indexer.py' script from the 'dreams-ai-core' backend to initialize the LanceDB database for semantic search functionality.
Review RequiredView Analysis
Minimalistic-Postcard
by HarshavardhanaNaganagoudar
Generates aesthetic digital postcards by combining real-time weather, local time, cultural pulse, and AI-powered poetic quotes for a given location.
Generates aesthetic digital postcards by combining real-time weather, local time, cultural pulse, and AI-powered poetic quotes for a given location.
Setup Requirements
- ⚠️Requires a compatible MCP client (e.g., Claude) to be configured as shown.
- ⚠️Requires active internet access to communicate with the remote server, Open-Meteo API, and OpenAI API.
- ⚠️The remote server internally relies on an OpenAI API Key for AI generation, implying potential API costs for the service provider.
Verified SafeView Analysis
claude-agents-mcp
by dev-brewery
A centralized Model Context Protocol (MCP) server for managing Claude AI agent definitions, configurations, and custom commands across multiple devices to resolve file synchronization issues.
A centralized Model Context Protocol (MCP) server for managing Claude AI agent definitions, configurations, and custom commands across multiple devices to resolve file synchronization issues.
Setup Requirements
- ⚠️The HTTP API, if used, has no authentication and should not be exposed to untrusted networks.
- ⚠️Requires absolute paths for the server binary in Claude Code's global config (`.claude.json`) when configured for stdio communication.
- ⚠️Initial setup may require running a migration script (`npm run migrate`) to import existing configurations from a specified source path.
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terraform-mcp-server
by hisinha-rakesh
An MCP server enabling AI-powered infrastructure-as-code workflows by exposing Terraform operations to clients like Claude, with built-in safety features.
An MCP server enabling AI-powered infrastructure-as-code workflows by exposing Terraform operations to clients like Claude, with built-in safety features.
Setup Requirements
- ⚠️Terraform CLI must be installed and available in PATH (or within the container).
- ⚠️Python 3.10 or higher is required.
- ⚠️Docker Desktop is recommended for seamless integration with Claude Desktop via the provided container image.
Verified SafeView Analysis
BpMcpServer
by tomasswaier
This server acts as a Model Context Protocol (MCP) tool provider, allowing an LLM (via an MCP client bridge) to retrieve car owner details (name, phone number) by querying a hypothetical local car database using a number plate.
This server acts as a Model Context Protocol (MCP) tool provider, allowing an LLM (via an MCP client bridge) to retrieve car owner details (name, phone number) by querying a hypothetical local car database using a number plate.
Setup Requirements
- ⚠️Requires a local HTTP service running on http://localhost:8000/api/carPage to provide car information.
- ⚠️Requires Ollama to be running locally on http://localhost:11434 with the 'gemma2:2b' model pulled for the client to function.
- ⚠️The client expects the server to be a compiled binary named 'server' in the 'server/' directory (i.e., 'server/server') if run via the client's 'exec.Command'.
Review RequiredView Analysis
komodo-mcp
by nicolasestrem
An MCP server enabling AI assistants to manage Docker containers, stacks, and servers through the Komodo Core API.
An MCP server enabling AI assistants to manage Docker containers, stacks, and servers through the Komodo Core API.
Setup Requirements
- ⚠️Requires Komodo Core API access (address, API key, and API secret).
- ⚠️Requires Node.js 18.0.0 or higher, or Docker.
- ⚠️Network connectivity to the Komodo Core server is essential.
Verified SafeView Analysis
securenote-link-MCP-server
by jackalterman
Enables AI agents to securely share end-to-end encrypted, self-destructing notes with human recipients using a zero-knowledge architecture.
Enables AI agents to securely share end-to-end encrypted, self-destructing notes with human recipients using a zero-knowledge architecture.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires `fastmcp`, `httpx`, and `cryptography` Python libraries.
- ⚠️Relies on the external `securenote.link` web service to store the encrypted notes.
- ⚠️Designed to be integrated with an MCP client (e.g., Claude Desktop) via standard I/O, not as a standalone web server.