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Vetted Servers(9120)
mcp_server_vistoolbox
by lhstorm
This project implements a basic Minecraft Protocol (MCP) server that listens for client connections, processes incoming data, and allows for interactive communication, serving as a foundation for a Minecraft administration or testing tool.
This project implements a basic Minecraft Protocol (MCP) server that listens for client connections, processes incoming data, and allows for interactive communication, serving as a foundation for a Minecraft administration or testing tool.
Setup Requirements
- ⚠️Requires Node.js installed
Verified SafeView Analysis
Ai-doctor
by Jevon-Zhong
A medical AI chatbot system that provides health consultations, supports knowledge base queries (RAG), and can crawl web pages for medical articles to analyze and respond to user questions using the Model Context Protocol (MCP).
A medical AI chatbot system that provides health consultations, supports knowledge base queries (RAG), and can crawl web pages for medical articles to analyze and respond to user questions using the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Alibaba Cloud's Tongyi Qianwen API Key (`QWEN_API_KEY`) for LLM access (paid service).
- ⚠️Requires Docker to set up Milvus, MongoDB, and Redis databases, which are critical components for the application's functionality.
- ⚠️Requires Milvus (vector database), MongoDB, and Redis instances to be running and accessible.
- ⚠️Playwright, used for web crawling, downloads browser binaries (e.g., Chromium) upon installation, which may require significant disk space and specific environment configurations.
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openAi_MCP_server
by AbhilashPoshanagari
This MCP server integrates Retrieval-Augmented Generation (RAG) for deep research document retrieval with interactive UI layout visualization (tables, maps, forms, buttons, Kanban boards) and OAuth 2.0 authentication for secure access.
This MCP server integrates Retrieval-Augmented Generation (RAG) for deep research document retrieval with interactive UI layout visualization (tables, maps, forms, buttons, Kanban boards) and OAuth 2.0 authentication for secure access.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for embedding models and chat completion.
- ⚠️Requires a PostgreSQL database instance and credentials.
- ⚠️Python 3.8+ and various dependencies (FastAPI, uvicorn, psycopg2, langchain, openai, pydantic, mcp, dotenv, etc.) must be installed.
- ⚠️Optional ngrok authentication token (`NGROK_AUTHTOKEN`) if deploying in environments like Google Colab.
Verified SafeView Analysis
expense-tracker-mcp-server
by arpitmishra917
Provides an API for tracking personal expenses, allowing users to add, list, and summarize their financial outgoings.
Provides an API for tracking personal expenses, allowing users to add, list, and summarize their financial outgoings.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
- ⚠️Requires a writable temporary directory for SQLite database (typically available by default)
Verified SafeView Analysis
mcp-server-internship
by sathakhussam
A Python-based desktop application leveraging Gemini to answer business questions by ingesting and querying website data and WhatsApp messages.
A Python-based desktop application leveraging Gemini to answer business questions by ingesting and querying website data and WhatsApp messages.
Setup Requirements
- ⚠️Requires Gemini API Key (Potentially Paid)
- ⚠️Requires Python 3.10+
Verified SafeView Analysis
MCP-AGENT
by VaishnaviSh14
Develop, automate, and integrate AI agents by connecting them to external tools and Model Context Protocol (MCP) servers for multi-step workflows and task completion.
Develop, automate, and integrate AI agents by connecting them to external tools and Model Context Protocol (MCP) servers for multi-step workflows and task completion.
Setup Requirements
- ⚠️Requires a GROQ_API_KEY, which is a paid service.
- ⚠️Python 3.13+ is required based on `pyproject.toml`, contradicting the `README.md`'s 3.8+.
- ⚠️The `weather.json` configuration for the server contains non-portable, Windows-specific absolute paths (e.g., `c:\users\vaishnavi sharma\...`), which will need adjustment for other environments.
Verified SafeView Analysis
felker-mcp-nodejs
by Fleker
Provides a local Node.js server that exposes custom tools, such as Feedly integration, to an LLM via the MCP protocol.
Provides a local Node.js server that exposes custom tools, such as Feedly integration, to an LLM via the MCP protocol.
Setup Requirements
- ⚠️Requires a Feedly account and manually obtaining a Feedly API Access Token and User ID for full functionality.
- ⚠️Requires a Node.js runtime environment (including npm) to install dependencies and execute the server.
- ⚠️The server runs on port 8080, which must be free on the local machine.
Verified SafeView Analysis
gdrive-mcp-server
by dbbaskette
Allows AI agents to access and search Google Drive files via the Model Context Protocol using Streamable HTTP (SSE).
Allows AI agents to access and search Google Drive files via the Model Context Protocol using Streamable HTTP (SSE).
Setup Requirements
- ⚠️Requires a valid Google OAuth Access Token in the Authorization header for authenticated features (searching, reading files).
- ⚠️Requires Node.js and npm installed for local execution and build.
Verified SafeView Analysis
demo-mcp-server
by saurabh111222
A simple Model Context Protocol (MCP) server that provides a dice rolling tool over HTTP.
A simple Model Context Protocol (MCP) server that provides a dice rolling tool over HTTP.
Setup Requirements
- ⚠️Python 3.12+ only
- ⚠️Requires fastmcp package
Verified SafeView Analysis
dotty-mcp
by Linyxus
A Model Context Protocol (MCP) server for interacting with and developing the Scala 3 compiler via SBT.
A Model Context Protocol (MCP) server for interacting with and developing the Scala 3 compiler via SBT.
Setup Requirements
- ⚠️Requires SBT (Scala Build Tool) to be installed and in system PATH.
- ⚠️Must be run within a valid Scala 3 (Dotty) project directory containing a `build.sbt` file, or `--root` argument must point to one.
- ⚠️Python 3.10 or higher required.
Review RequiredView Analysis
aws-knowledge-tool
by dnvriend
A CLI tool for programmatic searching, reading, and discovering AWS documentation from the AWS Knowledge MCP Server.
A CLI tool for programmatic searching, reading, and discovering AWS documentation from the AWS Knowledge MCP Server.
Setup Requirements
- ⚠️Requires Python 3.14+.
- ⚠️Requires the `uv` package manager for installation.
- ⚠️Documentation explicitly states the tool will not connect to the AWS Knowledge MCP Server due to an unimplemented HTTP transport, but the source code for `mcp_client.py` appears to use `requests` for direct HTTP communication, creating a critical contradiction for users.
Verified SafeView Analysis
mcp-server-juejin
by zengjixiang-codespace
A backend server application likely designed to interact with or provide services related to the Juejin developer platform.
A backend server application likely designed to interact with or provide services related to the Juejin developer platform.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) installed
- ⚠️Requires Maven build tool installed
- ⚠️May require configuration for Juejin platform API access (e.g., API keys or tokens)