Categories › AI & Agents › Agent memory & context
Daily AI signals for agents: today's 4 signals, what changed, ranked models and repos
Remote server: your requests and data go to data.jiangzhang.ca. Claude Code: claude mcp add --transport http ai-signals-signals-api https://data.jiangzhang.ca/signals4/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
daily_signals — Today's AI signals from Signals API: exactly 4 items, one from each core source (GitHub, Hugging Face, YouTube, Silicon Valley news), each lwhat_changed — What changed in the AI landscape since the previous snapshot: new entries, entities no longer seen, and rank movers. Use when the user asks top_models — Hugging Face models we track, with rank, rank change and 7-day momentum. Entries without a derivable number are marked 'not ranked' with a rtop_repos — GitHub repositories we track, with rank, rank change and momentum. Use when the user asks which open-source AI projects are trending.archive_days — List the archived daily editions (dates) available from the free digest. Use to find which dates can be cited.Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.