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Vetted Servers(9120)
nettune
by infanputra
Nettune provides a client-side wrapper that downloads and runs a Go-based server in MCP stdio mode, enabling AI-assisted network diagnostics and TCP optimization for improved connection speeds and stability.
Nettune provides a client-side wrapper that downloads and runs a Go-based server in MCP stdio mode, enabling AI-assisted network diagnostics and TCP optimization for improved connection speeds and stability.
Setup Requirements
- ⚠️The `nettune server` component requires root privileges (`sudo`) to operate, as it makes system-level modifications.
- ⚠️An API key is required for client-server authentication. It is passed via command-line arguments, and users are warned to secure their shell history.
- ⚠️The core server functionality for network optimization (sysctl, qdisc, systemd management) is Linux-specific, even though the client wrapper supports macOS/Windows.
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MCP-Server-Client
by imvickykumar999
Demonstrates a basic FastMCP server and client for exchanging model context, including tools, resources, and prompts, primarily for AI integration.
Demonstrates a basic FastMCP server and client for exchanging model context, including tools, resources, and prompts, primarily for AI integration.
Setup Requirements
- ⚠️Requires Python 3.8+.
- ⚠️Requires `fastmcp` and `requests` Python libraries (install with `pip install fastmcp requests`).
- ⚠️The FastMCP server must be running before the client can connect.
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movie-ticketing-mcp-server
by cloudz-modern-platform-demo
A Python-based MCP server that acts as a bridge, providing movie ticketing information from a backend API to AI assistants.
A Python-based MCP server that acts as a bridge, providing movie ticketing information from a backend API to AI assistants.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires `uv` (Python package installer) to be installed.
- ⚠️Requires a separate backend API server running (defaulting to `http://localhost:9000`) for full functionality.
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MCP-Kali-Server-for-SDU
by yuhano
An API bridge enabling AI clients (MCPs) to execute terminal commands on a Kali Linux server for AI-assisted penetration testing and CTF solving.
An API bridge enabling AI clients (MCPs) to execute terminal commands on a Kali Linux server for AI-assisted penetration testing and CTF solving.
Setup Requirements
- ⚠️Requires a Kali Linux (or similar Debian-based offensive security distro) environment for full functionality due to reliance on tools like nmap, nxc, gobuster.
- ⚠️Critical network security considerations: Default is 127.0.0.1 (localhost), but exposing the API via --ip 0.0.0.0 is explicitly warned as 'very dangerous' and 'highly discouraged' and requires careful network segmentation/SSH tunneling.
- ⚠️Relies on external MCP clients (e.g., Claude Desktop, 5ire) for AI interaction, which need specific configuration to connect to this server.
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memory-mcp-server
by stilllovee
Provides a Model Context Protocol (MCP) server for AI Agents to save and retrieve conversational summaries, enhancing cross-session context.
Provides a Model Context Protocol (MCP) server for AI Agents to save and retrieve conversational summaries, enhancing cross-session context.
Setup Requirements
- ⚠️Requires a Node.js runtime environment (version >=18 recommended due to SDK dependencies).
- ⚠️The SQLite database file ('summaries.db') is created in the current working directory where the server is launched, which might require managing persistence if the server's working directory changes.
- ⚠️The HTTP server endpoint lacks user authentication/authorization, making it unsuitable for secure multi-user or public-facing deployments without an external security layer.
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mcp-server-collection
by hkhkkh
Provides Model Context Protocol (MCP) servers for real-time weather data retrieval and Stable Diffusion-based AI image generation and management.
Provides Model Context Protocol (MCP) servers for real-time weather data retrieval and Stable Diffusion-based AI image generation and management.
Setup Requirements
- ⚠️Requires local Stable Diffusion WebUI installed and running, accessible via API.
- ⚠️Requires manual configuration of SD WebUI API URL and launcher path in `sd_mcp_server.py`.
- ⚠️SD WebUI must be launched with the `--api` command-line argument.
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jigsaw-mcp
by phuhduong
Provides a barebones Model Context Protocol server for Dedalus deployments, featuring a single greeting tool.
Provides a barebones Model Context Protocol server for Dedalus deployments, featuring a single greeting tool.
Setup Requirements
- ⚠️Requires Node.js (v18+ recommended based on `package-lock.json` engine requirements).
- ⚠️Requires `npm install` and `npm run build` to compile TypeScript source code before running.
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docx-mcp-service
by hyperion14
Generates BHK-formatted Word documents from Markdown text, optimized for integration with Mistral Chat via the Model Context Protocol (MCP).
Generates BHK-formatted Word documents from Markdown text, optimized for integration with Mistral Chat via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Docker and Docker Compose are essential prerequisites for running this service.
- ⚠️Nginx is required for production deployment to handle reverse proxying, SSL/TLS termination, and correct routing for SSE transport and file downloads.
- ⚠️The `DOCKER_API_KEY` and `PUBLIC_URL` environment variables must be configured in the `.env` file; a default API key will be used if `DOCKER_API_KEY` is not set, posing a security risk.
- ⚠️The `templates/bhk-base.docx` file must be present in the `templates/` directory for BHK formatting to function correctly.
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brewsource-mcp
by CharlRitter
Provides a Model Context Protocol (MCP) server that grants AI assistants access to comprehensive brewing knowledge and tools, including beer styles, breweries, and commercial beer data.
Provides a Model Context Protocol (MCP) server that grants AI assistants access to comprehensive brewing knowledge and tools, including beer styles, breweries, and commercial beer data.
Setup Requirements
- ⚠️Requires Kind (Kubernetes in Docker) for local Kubernetes cluster setup.
- ⚠️Requires Tilt for live-reload development and service orchestration.
- ⚠️Nix is the recommended setup option for managing prerequisites.
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mcp-yfinance-server
by AndreChuabio
A comprehensive financial analysis suite providing real-time sentiment analysis, stock data, and paper trading functionality, designed for integration with Model Context Protocol (MCP) clients like Claude Desktop.
A comprehensive financial analysis suite providing real-time sentiment analysis, stock data, and paper trading functionality, designed for integration with Model Context Protocol (MCP) clients like Claude Desktop.
Setup Requirements
- ⚠️Requires multiple API keys from various external services (Google Gemini, Alpha Vantage, NewsAPI, Reddit, Financial Modeling Prep, Paper Invest), many of which have strict free-tier rate limits.
- ⚠️Requires a running MongoDB instance and its connection URI configured, adding a significant infrastructure prerequisite.
- ⚠️The sentiment analysis component uses Google Gemini AI, which can incur significant token costs, especially with batch processing or frequent queries.
- ⚠️Dual server architecture: Node.js for sentiment analysis (npm start) and Python for MCP tools/Paper Trading (python mcp_yfinance_server.py), requiring setup for both environments.
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codebootstrap
by sethdf
A container-first development environment providing AI coding tools (Claude, Codex, Gemini) and pre-configured Model Context Protocol (MCP) servers for AI-assisted development, ensuring a consistent environment across local machines and cloud services like GitHub Codespaces.
A container-first development environment providing AI coding tools (Claude, Codex, Gemini) and pre-configured Model Context Protocol (MCP) servers for AI-assisted development, ensuring a consistent environment across local machines and cloud services like GitHub Codespaces.
Setup Requirements
- ⚠️Docker (or Docker Desktop for macOS/Windows/WSL) is a mandatory prerequisite on the host machine.
- ⚠️Requires separate API accounts/authentication for Claude (Anthropic), Codex (OpenAI), and Gemini (Google) for AI tool functionality.
- ⚠️AI tools are explicitly configured to bypass permissions/sandbox prompts ('YOLO' mode), meaning they can execute potentially destructive commands without user confirmation.
- ⚠️Initial setup via `curl -fsSL ... | bash` executes remote code directly, presenting a supply chain security risk.
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cli
by VideoAmp
Enable AI assistants, agents, and chatbots to interact with VideoAmp's public API functionalities through the Model Context Protocol (MCP) or a command-line interface.
Enable AI assistants, agents, and chatbots to interact with VideoAmp's public API functionalities through the Model Context Protocol (MCP) or a command-line interface.
Setup Requirements
- ⚠️Requires a paid Claude license (Pro, Max, Team, or Enterprise) for remote server usage with Claude products.
- ⚠️Admin privileges may be needed to add the VideoAmp MCP server as a Custom Connector in Claude.
- ⚠️Local CLI installation involves downloading and manually moving a binary to a system path (potentially requiring 'sudo').