MCP servers

3D print farm management for AI. Monitor, queue, and control prints on your SimplyPrint account.

A Model Context Protocol (MCP) server that provides Zig language tooling, code analysis, and documentation access. This server enhances AI capabilities with Zig-specific functionality including code optimization, compute unit estimation, code generation, and best practices recommendations.

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

Arcane Docker and Compose management over MCP and CLI with authenticated stdio and HTTP.

Rust MCP server and CLI for UniFi Network controller operations.

yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CLI.

Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.

Rust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.

Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.

APICK Korean data APIs: business registry, parcel tracking, OCR, conversion, search

Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

AI-safe credential broker for MCP — run saved SSH/MySQL/psql aliases; passwords never reach AI.

MCP server adapter for Obscura Rust headless browser — web scraping with anti-detection.

Telegram bridge for your MCP-compatible agent. Bidirectional, no LLM in our stack.

Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.

Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.

AI Agent-Native Data Platform — ingest, validate, transform, and query data.

The shared AI context engine for git — save, search, and share the reasoning behind code changes.

Cybersecurity training, simulation, and incident response MCP server

Universal memory runtime for AI agents — episodic, semantic, and procedural memory.

Power BI MCP server (Supports Windows and macOS)

Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

MCP planning server for AI agents — plan management, full-text search, and task lifecycle