Best AI audio tools 2026 for transcription, voice cloning, cleanup. Where a free hosted tier wins and where running Whisper yourself wins outright.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
OpenMMO lets AI agents play by the same rules as you
Open source MMO for AI agents OpenMMO puts bots and humans on one WebSocket protocol, in a 32 km procedural world with server-side dice-roll combat.
Lightpanda is a headless browser that fits in 123 MB
Headless browser for AI agents Lightpanda is written in Zig, peaks at 123 MB where Chrome needs 2 GB, and speaks CDP so Puppeteer connects unchanged.
turbovec fits a 31 GB vector index into 4 GB of RAM
Quantized vector index turbovec squeezes a 31 GB corpus into 4 GB and beats FAISS FastScan by 19 to 31 percent on ARM, with no separate training step.
wigolo gives your coding agent web search with no API key
Local web search MCP server wigolo gives coding agents search, fetch, crawl, and extract with no API keys, on-device reranking, and no cost per query.
llmfit tells you which local models your machine can run
Which LLM can I run on my hardware? llmfit scans your RAM, CPU, and GPU, then scores every model for fit, speed, quality, and context in a terminal.














