tiny-context — efficient file tools by AVRG3 runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 21 Sep 2026.
Save agent steps: query spreadsheets, search PDF/Office files, summarize logs with bounded output
Today is the operative word: we check tiny-context — efficient file tools by AVRG3 every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.
Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.
Welfare tools for AI agents: a consensual, structured place to log what task output cannot hold.
Send, receive, monitor and reply to email from AI agents with threaded inbox context.
Summarize local log timeline gaps and severity counts without returning messages, IDs, paths, or...
Append-only event log for cross-agent context/memory sharing via 3 MCP tools.
Query your local super-log bench from an AI agent - read-only log tools over the hub.
IC datasheet search: parametric part finding, spec lookup, price comparison — grounded in real PDFs.
Answers built from our own checks of this server.