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Vetted Servers(9120)
AI-Infra
by Bruno1702vm
Provides an application for exploring and learning about AI infrastructure, particularly LLM inference engines and Kubernetes concepts.
Provides an application for exploring and learning about AI infrastructure, particularly LLM inference engines and Kubernetes concepts.
Setup Requirements
- ⚠️Requires Windows 10+ / macOS Catalina+ / Linux (Ubuntu 18.04+)
- ⚠️Requires at least 4 GB RAM and 500 MB free disk space
- ⚠️Requires downloading and installing an unverified binary from a raw GitHub URL.
Review RequiredView Analysis
alfa-pro-terminal-mcp
by Fredoq
A Model Context Protocol server that exposes the Alfa Investments PRO Terminal API to LLM clients over stdio.
A Model Context Protocol server that exposes the Alfa Investments PRO Terminal API to LLM clients over stdio.
Setup Requirements
- ⚠️Requires the Alfa Investments PRO Terminal desktop application to be running locally.
- ⚠️Requires .NET SDK (version 10.0.100 or compatible with C# 14, as specified in global.json and AGENTS.md - note that .NET 10/C# 14 are future versions, indicating a forward-looking or custom environment).
- ⚠️The 'dnx' command used in the quick start might be a custom alias or specific runtime environment, as 'dnx' was an older .NET Core runtime.
Verified SafeView Analysis
Agentic-Emotion
by sean-jack
An MCP server that enables Claude Code to analyze text and display emotions in a real-time visual window.
An MCP server that enables Claude Code to analyze text and display emotions in a real-time visual window.
Setup Requirements
- ⚠️Requires .NET 8 SDK or higher for the Avalonia display application to run.
- ⚠️Requires Python 3.9+ and can involve potentially large `transformers` and `torch` model downloads on the first run of the MCP server.
- ⚠️Configuration involves manually editing `claude_desktop_config.json` with absolute paths, which is platform-specific (e.g., forward vs. backslashes, `python` vs `python3` executable name).
- ⚠️The Avalonia display application must be running separately (in a different terminal or as a background process) for emotions to be visually displayed.
Verified SafeView Analysis
confirminator
by fairanswers
An MCP Server offering tools to confirm the successful compilation and testing of Java/Maven projects.
An MCP Server offering tools to confirm the successful compilation and testing of Java/Maven projects.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) to build and run.
- ⚠️Requires Maven for local development and build.
- ⚠️Designed to be part of an MCP (Multi-Agent Communication Protocol) ecosystem; its full utility might require an MCP runtime.
Verified SafeView Analysis
IA_II-MCP_Server
by gabrielbergel
This project simulates a Multi-Agent Coordination Platform (MCP) agent for automated IT support, demonstrating how an agent processes user intentions, applies guardrails, executes specialized tools (diagnostics, resolution, escalation), and logs all operations.
This project simulates a Multi-Agent Coordination Platform (MCP) agent for automated IT support, demonstrating how an agent processes user intentions, applies guardrails, executes specialized tools (diagnostics, resolution, escalation), and logs all operations.
Verified SafeView Analysis
mcp-rag-vector
by AppliNH
An MCP server designed to serve as a RAG pipeline, enabling LLMs to write and read from a vector database.
An MCP server designed to serve as a RAG pipeline, enabling LLMs to write and read from a vector database.
Setup Requirements
- ⚠️Requires local Ollama server running
- ⚠️Requires Docker and Docker Compose
- ⚠️Requires downloading large LLM models (e.g., 2 GB)
Verified SafeView Analysis
onenotemcp
by IAmKSquared
The OneNote MCP Server enables AI assistants to securely read, write, search, and comprehensively edit Microsoft OneNote data via the Model Context Protocol.
The OneNote MCP Server enables AI assistants to securely read, write, search, and comprehensively edit Microsoft OneNote data via the Model Context Protocol.
Setup Requirements
- ⚠️Requires an active Microsoft account with OneNote access.
- ⚠️For production/shared use, it is strongly recommended to create your own Azure Application Registration and set the AZURE_CLIENT_ID environment variable with specific delegated permissions.
- ⚠️Initial setup requires an interactive browser authentication via the Microsoft device code flow.
- ⚠️When connecting to an MCP client (e.g., Claude Desktop), the absolute path to `src/server.mjs` must be specified correctly.
Verified SafeView Analysis
mail-mcp
by martinzarfl
Enables AI assistants to securely send, read, manage, and organize emails via SMTP and IMAP.
Enables AI assistants to securely send, read, manage, and organize emails via SMTP and IMAP.
Setup Requirements
- ⚠️Requires Node.js version 23.0.0 or higher.
- ⚠️Requires configuring multiple environment variables for SMTP and IMAP connections (e.g., host, port, user, password).
- ⚠️The IMAP connection's hardcoded `rejectUnauthorized: false` disables TLS certificate validation, posing a significant security risk for MITM attacks. This must be addressed for secure use.
- ⚠️May require generating app-specific passwords for email providers (e.g., Gmail) if 2-Factor Authentication is enabled.
Review RequiredView Analysis
mcp-server-tasktracking
by Devanand-debug-ai
Manages tasks using an Excel spreadsheet as the backend, exposing CRUD operations and statistics via an MCP server with a conversational interface.
Manages tasks using an Excel spreadsheet as the backend, exposing CRUD operations and statistics via an MCP server with a conversational interface.
Setup Requirements
- ⚠️Requires a Python 3.x environment with 'mcp' and 'openpyxl' libraries installed.
- ⚠️Needs write permissions in the script's directory for 'tasks.xlsx' to be created or modified.
- ⚠️Designed to be run by an MCP-compatible client (e.g., Claude Desktop) as it uses standard I/O for communication.
Verified SafeView Analysis
SimplyBook-Mcp-Server
by Umair-Siddique
The SimplyBook-Mcp-Server acts as a FastMCP server to provide a structured interface for interacting with the SimplyBook.me REST API, facilitating booking and service management.
The SimplyBook-Mcp-Server acts as a FastMCP server to provide a structured interface for interacting with the SimplyBook.me REST API, facilitating booking and service management.
Setup Requirements
- ⚠️Requires Docker Desktop for the recommended deployment method using Docker Compose.
- ⚠️SimplyBook.me credentials (`SIMPLYBOOK_COMPANY`, `SIMPLYBOOK_LOGIN`, `SIMPLYBOOK_PASSWORD`) are mandatory environment variables.
- ⚠️Ngrok must be installed and authenticated if public access is desired, noting free-tier limitations like changing URLs and session timeouts.
- ⚠️Requires Python 3.11+ for local execution.
Verified SafeView Analysis
mcp-server
by dimmark2
Provides an AI agent with tools to query and explore a Postgres database schema (specifically 'df365') via the Model Context Protocol (MCP).
Provides an AI agent with tools to query and explore a Postgres database schema (specifically 'df365') via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a running PostgreSQL database instance.
- ⚠️Database connection details (host, port, user, password, database) are primarily configured via environment variables, but insecure hardcoded defaults exist.
- ⚠️Relies on the `@modelcontextprotocol/sdk` for client-server communication.
Review RequiredView Analysis
kickflow-mcp-server
by kickflow
This MCP server allows AI agents to interact with the kickflow API for workflow automation and data management.
This MCP server allows AI agents to interact with the kickflow API for workflow automation and data management.
Setup Requirements
- ⚠️Requires Node.js v22.18.0 or higher.
- ⚠️Requires a Kickflow Access Token (KICKFLOW_ACCESS_TOKEN) to be set as an environment variable or passed as a command-line argument.