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Vetted Servers(9120)
Skolverket-MCP
by isakskogstad
Provides AI assistants access to Skolverket's open APIs (Curriculum, School Units, Planned Educations) to search, find, compare, and analyze educational data and statistics.
Provides AI assistants access to Skolverket's open APIs (Curriculum, School Units, Planned Educations) to search, find, compare, and analyze educational data and statistics.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️For local installation with clients like Claude Desktop or OpenAI Codex, an absolute path to the 'dist/index.js' file is required in client configurations.
- ⚠️While Skolverket APIs are generally open, the server supports an optional SKOLVERKET_API_KEY environment variable. If the upstream APIs were to require authentication, this would become a critical setup step.
Verified SafeView Analysis
notebooklm-mcp-secure
by Pantheon-Security
Provides programmatic access and management of NotebookLM and Google Gemini for AI agents, offering deep research capabilities, document analysis, and comprehensive compliance and security features.
Provides programmatic access and management of NotebookLM and Google Gemini for AI agents, offering deep research capabilities, document analysis, and comprehensive compliance and security features.
Setup Requirements
- ⚠️Requires manual Google Account login via a browser window ('setup_auth') for NotebookLM access, which can be a point of friction.
- ⚠️Requires a 'GEMINI_API_KEY' environment variable to enable Gemini Deep Research and Document API features, and these premium features may incur costs.
- ⚠️NotebookLM has strict daily query quotas (e.g., 50 queries/day for free accounts), leading to potential 'RateLimitError' unless a Google AI Pro/Ultra account is used.
Verified SafeView Analysis
local-skills-mcp
by kdpa-llc
Enables LLMs and AI agents to access expert skills stored locally on the filesystem, utilizing lazy loading for context-efficient interaction via the Model Context Protocol (MCP).
Enables LLMs and AI agents to access expert skills stored locally on the filesystem, utilizing lazy loading for context-efficient interaction via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js version 18+ to run.
- ⚠️When installed locally (not globally), the MCP client configuration requires an absolute path to the `dist/index.js` binary.
- ⚠️Requires a separate MCP-compatible client (e.g., Claude Code, Claude Desktop, Cline) to interact with the server.
Verified SafeView Analysis
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
mcp-ssh-manager
by bvisible
Manages remote SSH servers via the Model Context Protocol (MCP), enabling AI assistants like Claude Code and OpenAI Codex to execute commands, transfer files, monitor health, and automate DevOps tasks.
Manages remote SSH servers via the Model Context Protocol (MCP), enabling AI assistants like Claude Code and OpenAI Codex to execute commands, transfer files, monitor health, and automate DevOps tasks.
Setup Requirements
- ⚠️Requires Node.js v18+, npm, Bash 4.0+, and rsync to be installed locally.
- ⚠️Specific CLI tools (Claude Code CLI or Codex CLI) must be installed and configured for AI integration.
- ⚠️For Claude Code, `claude mcp add` requires absolute paths for the server's main script. Users should carefully configure `autoApprove` to balance convenience with security, as it bypasses command confirmations.
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.