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Vetted Servers(8554)
claude-tmux
by Ilm-Alan
Orchestrates multiple Claude Code instances in isolated tmux sessions for long-running, interactive coding tasks.
Orchestrates multiple Claude Code instances in isolated tmux sessions for long-running, interactive coding tasks.
Setup Requirements
- ⚠️Requires tmux to be installed on the host system.
- ⚠️Requires Claude Code CLI to be installed on the host system.
Review RequiredView Analysis
Turkish-Content-Automation
by HamdiOzkurt
This server analyzes Turkish web content by scraping URLs, summarizing text using an LLM (optional), extracting keywords, and generating visual reports (word cloud, frequency chart) for integration with n8n automation workflows.
This server analyzes Turkish web content by scraping URLs, summarizing text using an LLM (optional), extracting keywords, and generating visual reports (word cloud, frequency chart) for integration with n8n automation workflows.
Setup Requirements
- ⚠️Requires a GOOGLE_API_KEY for Google Gemini (paid API) to enable LLM-based summarization; otherwise, it falls back to a classic summary.
- ⚠️Requires n8n automation platform knowledge and setup for full workflow integration.
- ⚠️Requires Python environment setup and dependency installation via pip.
Verified SafeView Analysis
server-mcp
by nagareproject
A server implementation for the Nagare Model Context Protocol, enabling interaction with tools, resources, prompts, and sampling capabilities, primarily for AI/ML-driven applications.
A server implementation for the Nagare Model Context Protocol, enabling interaction with tools, resources, prompts, and sampling capabilities, primarily for AI/ML-driven applications.
Setup Requirements
- ⚠️Requires a specific HTTP publisher (gunicorn or waitress) for SSE or the nagare-publishers-mcp-stdio package for STDIO protocol support.
- ⚠️For STDIO protocol, logging must be explicitly configured to avoid stdout to prevent interference with protocol communications.
- ⚠️The server is part of the Nagare framework ecosystem, requiring familiarity with Nagare application configuration and deployment.
Verified SafeView Analysis
mcp_demo
by cubeguerrero
This is a demo MCP server built with Vert.x and the MCP Java SDK, showcasing both blocking and non-blocking tool implementations for concurrent request handling.
This is a demo MCP server built with Vert.x and the MCP Java SDK, showcasing both blocking and non-blocking tool implementations for concurrent request handling.
Setup Requirements
- ⚠️Requires a local MySQL server instance running (Docker command provided in README).
- ⚠️Requires Java 21.
- ⚠️Vert.x version 4.5 is required.
- ⚠️Uses MCP SDK 0.11 (5-6 versions behind current SDK).
Verified SafeView Analysis
remote-mcp-server-authless
by sheyboy
A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers, providing unauthenticated calculator tools that can be consumed by AI agents or playgrounds.
A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers, providing unauthenticated calculator tools that can be consumed by AI agents or playgrounds.
Setup Requirements
- ⚠️Requires a Cloudflare account and Wrangler CLI for deployment.
- ⚠️Requires Node.js and npm/yarn/pnpm for local development and dependency management.
- ⚠️The server is 'authless' by design, meaning it is publicly accessible without authentication. This is suitable for a demo but unsuitable for production use without adding authentication layers.
Verified SafeView Analysis
GeminiWatermarkRemover
by Hooryo
Effortlessly remove Gemini AI watermarks from images using client-side processing.
Effortlessly remove Gemini AI watermarks from images using client-side processing.
Setup Requirements
- ⚠️Requires a local web server (e.g., `python -m http.server`) to avoid CORS issues when running directly from the file system.
- ⚠️The LaMa AI method requires a one-time ~200MB model download, which is cached in IndexedDB.
Verified SafeView Analysis
mcp-server-real-state
by AlejandroDiazD
Facilitate LLM interaction with a real estate database for property data management and SEO content generation.
Facilitate LLM interaction with a real estate database for property data management and SEO content generation.
Setup Requirements
- ⚠️Docker and Docker Compose v2+ required
- ⚠️Requires specific Bearer Token ('secret_token_2026') for authentication
- ⚠️Uses SQLite, limiting scalability for production environments (though portable for challenge)
Verified SafeView Analysis
VertexAI-MCP
by Tuprott991
An AI-powered insurance product inquiry assistant for Prudential Vietnam, utilizing a Model Context Protocol (MCP) server for tool execution and a client for AI orchestration and frontend interaction.
An AI-powered insurance product inquiry assistant for Prudential Vietnam, utilizing a Model Context Protocol (MCP) server for tool execution and a client for AI orchestration and frontend interaction.
Setup Requirements
- ⚠️Requires Python 3.13 or newer due to `pyproject.toml` specification.
- ⚠️Requires paid API keys for LLM access (OpenAI, Gemini/Vertex AI) and for the Linkup web search service.
- ⚠️PostgreSQL database is required and needs to be initialized (tables created, documents ingested) before full functionality.
- ⚠️The `run_command` tool poses a significant security risk and should be disabled or removed for production use.
Review RequiredView Analysis
mcp-e70738e0-7ce97189-healiora
by aiscibe-mcp-deployment
This server acts as a Model Context Protocol (MCP) server, exposing configured external APIs as tools for AI models like Claude.
This server acts as a Model Context Protocol (MCP) server, exposing configured external APIs as tools for AI models like Claude.
Setup Requirements
- ⚠️Requires `OPENAI_API_KEY` environment variable for AI model integration.
- ⚠️Specifically requires Python version 3.9 as configured for Vercel deployment.
- ⚠️Relies on an external backend API at `https://healiorabackend.rawcode.online` for tool functionality.
Verified SafeView Analysis
mcp-bridge
by Atomic-Germ
Orchestrates a cyclical creative workflow by logging meditation and critique, suggesting mode switches, and injecting context between generative and analytical AI models.
Orchestrates a cyclical creative workflow by logging meditation and critique, suggesting mode switches, and injecting context between generative and analytical AI models.
Setup Requirements
- ⚠️Requires mcp-creative server to be running for meditation functionalities.
- ⚠️Requires mcp-consult server to be running for critique functionalities (which may in turn require a local Ollama instance or other LLM access).
- ⚠️Requires a Node.js (>=18) and TypeScript environment.
Verified SafeView Analysis
manana
by bioanywhere
Provides client libraries to access the World News API for retrieving and searching news articles from various sources.
Provides client libraries to access the World News API for retrieving and searching news articles from various sources.
Setup Requirements
- ⚠️Requires an API key for the World News API, which is a commercial service and may incur costs depending on usage.
- ⚠️The Python client specifically requires Python 3.7+.
- ⚠️The C++ client's OAuth implementation may open a local TCP server on port 9999 for authentication redirects.
Verified SafeView Analysis
Multi-Purpose-mcp-server
by adarshvermaa
An AI-powered web builder and code assistant that plans project structures, generates UI components, and creates full code files based on natural language prompts, leveraging multiple LLM providers and real-time updates.
An AI-powered web builder and code assistant that plans project structures, generates UI components, and creates full code files based on natural language prompts, leveraging multiple LLM providers and real-time updates.
Setup Requirements
- ⚠️Requires API keys for OpenAI, Anthropic, and Gemini LLMs (paid services).
- ⚠️A hardcoded Gemini API key is present in the source code; replace it with an environment variable for security.
- ⚠️Requires Kafka, Zookeeper, and Redis infrastructure (typically run via Docker Compose, as indicated in the dev script).
- ⚠️Requires a Pinecone vector database for RAG (paid service).