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Vetted Servers(8554)
rag-code-mcp
by doITmagic
Provides AI-ready semantic code search and RAG capabilities for various programming languages to AI assistants, running entirely locally.
Provides AI-ready semantic code search and RAG capabilities for various programming languages to AI assistants, running entirely locally.
Setup Requirements
- ⚠️Requires Docker for Qdrant and Ollama (by default), or pre-installed local Ollama and a remote/local Qdrant instance.
- ⚠️Minimum 16GB RAM and 4 CPU cores are required for smooth operation, with more recommended for larger codebases or better performance.
- ⚠️AI assistants like GitHub Copilot require VS Code 1.95+ for integration.
Verified SafeView Analysis
n8n-operator
by jakub-k-slys
Automates the deployment and management of n8n workflow automation instances on Kubernetes clusters.
Automates the deployment and management of n8n workflow automation instances on Kubernetes clusters.
Setup Requirements
- ⚠️Requires access to a Kubernetes cluster and `kubectl` with sufficient permissions (e.g., cluster-admin for installation).
- ⚠️Requires an external PostgreSQL database; the operator does not provision the database for n8n instances.
- ⚠️Building from source requires building and pushing the operator's Docker image to a registry accessible by the Kubernetes cluster.
Verified SafeView Analysis
qa-use
by desplega-ai
Provides comprehensive browser automation and QA testing capabilities, integrating with a backend platform for automated tests, interactive debugging, and batch test execution.
Provides comprehensive browser automation and QA testing capabilities, integrating with a backend platform for automated tests, interactive debugging, and batch test execution.
Setup Requirements
- ⚠️Requires `QA_USE_API_KEY` to be set as an environment variable or in `~/.qa-use.json` for most functionalities.
- ⚠️Playwright's Chromium browser is required and automatically installed by the `ensure_installed` tool.
- ⚠️Node.js version 20 or newer is required.
- ⚠️Running in `tunnel` mode exposes a local browser instance to the public internet via localtunnel, requiring caution.
- ⚠️Vercel deployments have a 60-second execution limit, which may prematurely terminate long-running sessions in HTTP/SSE mode.
Verified SafeView Analysis
atomic-red-team-mcp
by cyberbuff
An MCP server providing tools to search, validate, refresh, and optionally execute Atomic Red Team security tests for threat emulation and security development.
An MCP server providing tools to search, validate, refresh, and optionally execute Atomic Red Team security tests for threat emulation and security development.
Setup Requirements
- ⚠️Requires `uv` or Docker for easy installation; otherwise, manual Python environment setup is needed.
- ⚠️The `execute_atomic` tool is disabled by default; enabling it (`ART_EXECUTION_ENABLED=true`) allows potentially dangerous security tests to run on the host system.
- ⚠️The remote server option (e.g., on Railway) is on a free tier and may go offline due to usage limits.
Verified SafeView Analysis
git-netai
by angoran
Provides a unified, asynchronous Model Context Protocol (MCP) server for managing multi-platform network infrastructure (routers, firewalls, WiFi, monitoring, data centers) via a single AI-accessible API.
Provides a unified, asynchronous Model Context Protocol (MCP) server for managing multi-platform network infrastructure (routers, firewalls, WiFi, monitoring, data centers) via a single AI-accessible API.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Requires UV package manager for dependency management.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, Warp AI) to interact with the server's exposed tools.
Verified SafeView Analysis
XcodeDocsMCP
by krzyzanowskim
This MCP server provides tools for querying Apple developer documentation and SDK symbols directly from a local Xcode installation on macOS.
This MCP server provides tools for querying Apple developer documentation and SDK symbols directly from a local Xcode installation on macOS.
Setup Requirements
- ⚠️Requires macOS 14.0+
- ⚠️Requires Xcode with command line tools installed
- ⚠️Requires Swift 6.0+
Verified SafeView Analysis
mcp-gateway
by ragieai
A multi-tenant secure proxy for AI clients to Ragie Model Context Protocol (MCP) services with WorkOS authentication and role-based access control.
A multi-tenant secure proxy for AI clients to Ragie Model Context Protocol (MCP) services with WorkOS authentication and role-based access control.
Setup Requirements
- ⚠️Requires Node.js 18+ runtime environment.
- ⚠️Requires a PostgreSQL database with a 'collections' table (schema provided, needs initialization).
- ⚠️Requires a WorkOS account and application setup, including API keys, client ID, and authorization server URL.
- ⚠️Ragie API keys for each organization/collection must be provisioned and securely stored (encrypted in the database).
Verified SafeView Analysis
copilot-money-mcp
by ignaciohermosillacornejo
The Copilot Money MCP Server enables AI-powered queries of personal financial data by reading locally cached Copilot Money data.
The Copilot Money MCP Server enables AI-powered queries of personal financial data by reading locally cached Copilot Money data.
Setup Requirements
- ⚠️Requires Copilot Money (macOS App Store version) to be installed and to have synced data locally.
- ⚠️Only runs on macOS as the database path is platform-specific.
- ⚠️Data is read from the local cache, which may not contain a user's full transaction history; users need to open the Copilot Money app and scroll through older transactions to populate the cache.
Verified SafeView Analysis
spec-oxide
by marconae
A simple and lightweight Micro-Container Platform (MCP) designed for spec-driven development workflows.
A simple and lightweight Micro-Container Platform (MCP) designed for spec-driven development workflows.
Review RequiredView Analysis
imprint
by kessler-frost
Enables AI agents to programmatically control a terminal, capture screenshots, and extract text for TUI testing and interaction.
Enables AI agents to programmatically control a terminal, capture screenshots, and extract text for TUI testing and interaction.
Setup Requirements
- ⚠️Requires `ttyd` and `tmux` to be installed on the system (installation script attempts to install them, possibly requiring `sudo` on Linux).
- ⚠️`go-rod` will auto-download a headless Chrome/Chromium browser (~100-200MB) on first run, requiring significant disk space and bandwidth.
- ⚠️Requires Go installed for building from source or running examples.
Review RequiredView Analysis
Workshop-MCP-Server-Directions-Lab
by javiarmesto
This server integrates with Microsoft Dynamics 365 Business Central to expose its data and functionality as MCP tools for Claude Desktop, enabling AI-powered interactions with ERP data.
This server integrates with Microsoft Dynamics 365 Business Central to expose its data and functionality as MCP tools for Claude Desktop, enabling AI-powered interactions with ERP data.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Full Business Central integration requires Azure AD App Registration (Client ID, Client Secret, Tenant ID) and Business Central Company ID/Environment name, which can be complex to configure. Mock data mode is available as a fallback but offers limited functionality.
- ⚠️Requires Claude Desktop application to be installed for client interaction.
Verified SafeView Analysis
wechat_oa_mcp
by kakaxi3019
This server acts as a Model Control Protocol (MCP) wrapper for WeChat Official Account APIs, enabling AI systems or automation workflows to manage WeChat content.
This server acts as a Model Control Protocol (MCP) wrapper for WeChat Official Account APIs, enabling AI systems or automation workflows to manage WeChat content.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires a WeChat Public Platform AppID and AppSecret to function.
- ⚠️The hardcoded external IP `106.15.125.133` must be added to your WeChat Public Platform's IP whitelist.
- ⚠️Explicitly states '此 MCP 服务器仅限研究用途,禁止用于商业目的。'