"Kali Linux" matching MCP servers:

Self-hosted Linux administration over MCP: 38 tools for processes, disks, network, systemd, journal and files, served over HTTPS. Each call runs as the caller's own OS user; root is granted per tool, limited to paths, networks and sysctl keys.

An MCP server that scores, enhances, and analyzes prompts for AI video and image generation models to prevent token waste on poor prompts.

Exposes KALEI's AI cognitive profiling tools, including leaderboards, model comparisons, dimensions, and BYOK model profiling, to MCP-compatible assistants.

Enables inspecting ONNX models, probing the deployment environment, and benchmarking inference latency and FPS either locally or on remote SSH targets such as Linux workstations and Jetson devices. Benchmark results are validated against FPS, P95 latency and model-size constraints to produce PASS/FAIL deployment gates.

Enables AI attribution audits and quick transparency checks on written content, providing authorship analysis and segment breakdowns for editorial review.

Enables collection, enhancement, and quality scoring of authentic Amharic datasets, with integration for AI models like Gemini and Qwen.

Enables image and video generation and editing through MCP tools, including image editing, upscaling, background removal, video generation, image-to-video, and video extension. Video generation runs asynchronously with job status and result retrieval.

LEVH provides persistent, searchable memory for AI coding agents, enabling stateful interactions across sessions and tools with adaptive memory decay and reinforcement. It integrates with MCP-compatible clients and offers features like spaced repetition, backups, and a knowledge graph.