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Vetted Servers(9120)
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).
Review RequiredView Analysis
bullet-mcp
by Chaos2555
Validating and improving bullet point lists based on cognitive research principles, designed to be integrated as a tool for LLMs or other content generation systems.
Validating and improving bullet point lists based on cognitive research principles, designed to be integrated as a tool for LLMs or other content generation systems.
Setup Requirements
- ⚠️Requires Node.js (version 18+ is recommended by project dependencies and `moduleResolution: "NodeNext"`).
- ⚠️Designed as a Model Context Protocol (MCP) server, meaning it functions as a tool called by an MCP client (e.g., an LLM orchestrator), not as a standalone GUI application for direct user input.
- ⚠️The provided README.md describes a desktop application with `.exe`, `.dmg`, and `.zip` downloads, which contradicts the actual source code's implementation as a Node.js-based MCP server. This could lead to user confusion if the README is taken literally.
Verified SafeView Analysis
GIAIC_Q4_AIDD_30_Days_Challenge
by Mutahir-15
Summarizes uploaded PDF documents and generates multiple-choice or mixed-style quizzes from the content using an AI agent.
Summarizes uploaded PDF documents and generates multiple-choice or mixed-style quizzes from the content using an AI agent.
Setup Requirements
- ⚠️Requires Google Gemini API Key (paid service, must be set in a .env file as GEMINI_API_KEY or GOOGLE_API_KEY)
- ⚠️Requires Python 3.13 or newer (as specified in pyproject.toml, which is a development version of Python and may not be readily available or stable)
Verified SafeView Analysis
test-nikola-2-mcp-server
by Traia-IO
An MCP server providing a standardized interface for AI agents and LLMs to interact with the Test Nikola 2 API, leveraging the D402 payment protocol.
An MCP server providing a standardized interface for AI agents and LLMs to interact with the Test Nikola 2 API, leveraging the D402 payment protocol.
Setup Requirements
- ⚠️Requires Docker for recommended deployment or Python 3.12+ for manual installation.
- ⚠️Requires configuration of D402 payment protocol environment variables (e.g., `SERVER_ADDRESS`, `MCP_OPERATOR_PRIVATE_KEY`, `D402_FACILITATOR_URL`), although a local setup script (`run_local_docker.sh`) attempts to auto-generate some for testing.
- ⚠️The `run_local_docker.sh` script includes complex logic for referencing and copying the `traia-iatp` library locally, which might introduce friction if the local `IATP` repository structure is not as expected.
Verified SafeView Analysis
code-search-mcp
by suvaidkhan
A high-performance semantic code search server that enables intelligent code discovery through natural language queries within a specified codebase.
A high-performance semantic code search server that enables intelligent code discovery through natural language queries within a specified codebase.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires Go 1.21 or higher
- ⚠️Requires Git installed (for .gitignore integration)
- ⚠️Currently only supports OpenAI for embeddings; local models are a roadmap item.
Verified SafeView Analysis
mcp-dotnet-explorer
by jadjhaddad
A Model Context Protocol (MCP) server that analyzes .NET assembly DLLs and stores metadata in a SQLite database for efficient querying.
A Model Context Protocol (MCP) server that analyzes .NET assembly DLLs and stores metadata in a SQLite database for efficient querying.
Setup Requirements
- ⚠️Requires .NET 9.0 SDK
- ⚠️Requires WSL2 (if running on Windows)
- ⚠️Requires manual configuration in Claude Code's MCP settings file with an adjusted path