TinySearch is a lightweight open-source MCP/FastAPI tool that crawls, chunks, and reranks web results into an 8k-token context blob for small local LLMs. Version 0.2.0 replaces DuckDuckGo with SearXNG as the default backend after DDG began rate-limiting and CAPTCHAing automated requests. Users can point it at a self-hosted SearXNG instance; it integrates with Cline, Roo, and OpenCode agent setups.
ggml-org/llama.cpp merged PR #24269, adding video input support to mtmd through mtmd-cli and /chat/completions, which also enables the web UI path. The implementation invokes a locally installed ffmpeg subprocess instead of bundling codec support, and currently extracts visual frames only, with no audio support yet. It was tested with Qwen3-VL-2B in CLI and Gemma 4 E4B in web UI, making local multimodal video experiments more accessible.