"Ram" matching MCP servers:

Enables MCP-compatible AI clients to securely monitor and manage a self-hosted Linux VPS over SSH, including service status, disk and RAM usage, TLS certificate expiry, fail2ban summaries, and two-step confirmed service restarts or IP unbans.

Enables AI agents to inspect and free NVIDIA GPU VRAM by managing Ollama models, helping make room for loading new models.

An MCP server that enables LLMs to compile LaTeX documents and inspect the resulting PDF, supporting an autonomous write-compile-check-revise loop via a self-hosted Overleaf CLSI instance.

Enables Claude and other MCP clients to perform memory forensics on RAM images by exposing fvol plugins as tools, including process listing and tree analysis, network scanning, malware detection, command-line and DLL/handle inspection, file scanning, and arbitrary custom plugin execution. It also provides plugin discovery resources and helpers for listing local memory dumps and identifying image metadata.

Enables managing multiple Linux SSH servers from MCP clients, with structured filesystem operations, shell commands, durable long-running jobs, process listing, and CPU/RAM/disk/GPU status.

Wraps Kali Linux penetration testing tools for authorized security assessments, driven by a local LLM via LM Studio.

An MCP proxy that minifies tool schemas to reduce context tokens, supporting minify and defer modes for efficient tool access.