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Vetted Servers(9120)
remote-mcp-server
by pankaj891
An MCP server for tracking, listing, and summarizing personal or business expenses, designed to be interacted with via an LLM tool-calling interface.
An MCP server for tracking, listing, and summarizing personal or business expenses, designed to be interacted with via an LLM tool-calling interface.
Setup Requirements
- ⚠️Requires Python 3.13 or newer, which is currently in pre-release (alpha/beta) and not widely adopted, posing a significant compatibility challenge for most users.
- ⚠️The SQLite database is stored in a temporary directory (`tempfile.gettempdir()`), meaning all expense data will likely be lost upon system reboot or temporary file cleanup.
Verified SafeView Analysis
brewfather-mcp
by jmstone617
Provides an MCP server to connect LLMs with BrewFather, allowing retrieval of brewing data and basic calculations like ABV.
Provides an MCP server to connect LLMs with BrewFather, allowing retrieval of brewing data and basic calculations like ABV.
Setup Requirements
- ⚠️Requires Node.js v18 or higher.
- ⚠️A BrewFather account with API access is required (Premium subscription needed for BrewFather API access).
- ⚠️BrewFather API credentials (BREWFATHER_USER_ID, BREWFATHER_API_KEY) must be provided in a .env file or environment variables.
Verified SafeView Analysis
qiita-trending-mcp-server
by Tocky14
Fetches trending articles from the Qiita API based on specified tags, intended as a component of a larger Microservice Composer Platform (MCP) server.
Fetches trending articles from the Qiita API based on specified tags, intended as a component of a larger Microservice Composer Platform (MCP) server.
Setup Requirements
- ⚠️Requires Node.js environment (version 18+ recommended based on package-lock.json).
- ⚠️Requires `npm install` to resolve dependencies like axios and development tools (TypeScript, ts-node).
- ⚠️The provided code is a service class, not a complete executable server application. An additional entry point (e.g., `index.ts`) would be needed to instantiate and expose this service as a functional server within an MCP.
Verified SafeView Analysis
hono-sequential-mcp-server
by mustafaskyer
A backend server implemented with Hono and Bun for orchestrating sequential operations across multiple cloud platforms.
A backend server implemented with Hono and Bun for orchestrating sequential operations across multiple cloud platforms.
Setup Requirements
- ⚠️Bun runtime must be installed.
- ⚠️Requires configuration for specific cloud providers (e.g., API keys, environment variables) to function as a multi-cloud platform.
Review RequiredView Analysis
k8s-ai-agent
by selvanayaki678
An AI agent that allows users to query and manage their Kubernetes cluster using natural language questions.
An AI agent that allows users to query and manage their Kubernetes cluster using natural language questions.
Setup Requirements
- ⚠️Requires an AWS Account with configured credentials (paid services will be incurred for EKS and Bedrock).
- ⚠️Requires a Docker Hub account to build and push the MCP Server image.
- ⚠️Manual configuration updates needed in `deployment.yaml` (Docker Hub username) and `k8s-ai-agent.py` (LoadBalancer URL).
Review RequiredView Analysis
kubscan-mcp
by beamuu
The MCP server acts as an intermediary, exposing a suite of tools to interact with the Kubscan blockchain explorer API, enabling agents to query blockchain data such as addresses, blocks, transactions, and statistics.
The MCP server acts as an intermediary, exposing a suite of tools to interact with the Kubscan blockchain explorer API, enabling agents to query blockchain data such as addresses, blocks, transactions, and statistics.
Setup Requirements
- ⚠️Requires the Bun runtime environment.
- ⚠️Communicates with kubscan.com/api/v2, an external API. While no API key is specified in the code, external API dependencies always carry potential rate limiting or availability issues.
- ⚠️Disables TLS certificate verification, which is a critical security risk and not suitable for production deployments without significant modification.
Review RequiredView Analysis
Model-Context-Protocol-MCP-Servers-Powering-AI-Agents
by OliviaAddison
Unable to determine server's specific use case due to missing README content (404: Not Found).
Unable to determine server's specific use case due to missing README content (404: Not Found).
Review RequiredView Analysis
constellation-composition-mcp
by dmarsters
Generate structured compositional parameters and thematic guidance from astronomical constellation patterns for AI image generation.
Generate structured compositional parameters and thematic guidance from astronomical constellation patterns for AI image generation.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Relies on external network access to 'cdn.jsdelivr.net' to fetch optional constellation geometry data; functionality for this specific feature may be impacted if the CDN is unreachable.
Verified SafeView Analysis
ansible-network-mcp
by alibahadircoskun
Manages Ansible environments and executes network automation tasks on network devices via conversational AI (Claude Desktop).
Manages Ansible environments and executes network automation tasks on network devices via conversational AI (Claude Desktop).
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires Claude Desktop application for primary use case.
- ⚠️Default installation (via `install.sh`) creates hardcoded root credentials, which must be immediately changed.
- ⚠️Disables SSH host key checking by default, making it susceptible to MITM attacks.
Review RequiredView Analysis
mcp-server
by tokligence
A server application designed to host or manage a game, likely Minecraft, facilitating multiplayer interaction and custom server functionalities.
A server application designed to host or manage a game, likely Minecraft, facilitating multiplayer interaction and custom server functionalities.
Setup Requirements
- ⚠️Requires Java Runtime Environment (JRE) if it's a Java-based server (common for Minecraft).
- ⚠️Requires appropriate network configuration and port forwarding for external access.
Review RequiredView Analysis
devtools
by SiinXu
A static website for a Google DevFest workshop about Chrome DevTools MCP Server.
A static website for a Google DevFest workshop about Chrome DevTools MCP Server.
Setup Requirements
- ⚠️Requires Node.js (for `npm start`) or Python 3 (for `python3 -m http.server`)
Verified SafeView Analysis
TheFinalDiscordMCP
by DawnReaverWOWS
A Discord bot for AI-powered chat, voice TTS, World of Warships stats, moderation, server management, and Model Context Protocol (MCP) integration for AI assistants.
A Discord bot for AI-powered chat, voice TTS, World of Warships stats, moderation, server management, and Model Context Protocol (MCP) integration for AI assistants.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a Discord bot token and Discord server ID (guildId).
- ⚠️Voice features require FFmpeg to be available in the environment.
- ⚠️AI features are optional but highly recommended; they require an OpenRouter API key, though many models are free.