Weekly hot AI GitHub repos with step-by-step use cases and agent prompts, plus AI news. No key.
Scored across 4 tools
Each tool targets a clearly distinct resource: use-case detail, use-case search, hot repos, or news. The search/get pair is complementary rather than overlapping, and repos vs. news are unambiguous.
All names use snake_case and are readable, but the pattern is mixed: get/search are verb-led while hot_repos and today_news are noun phrases. Minor deviation from a consistent verb_noun convention.
Four tools is well-scoped for a focused read-only content server. Each tool maps to a distinct access pattern and none feels redundant.
The surface covers use-case search/detail, hot repos, and news, which fits the stated domain. Minor gaps include no category browsing or pagination controls, but core discovery workflows are covered.
One use case: who it is for, steps, a copy-paste agent prompt, requirements, risks, caveat and the repo url.
Inputs: id (required).
The hottest AI repos on GitHub right now (last 90 days, best first), with a plain-English line each.
Inputs: limit.
Search Deduped's catalog of practical AI use cases generated from hot GitHub AI repos. Returns ids, titles, summaries and page urls. Then call get_use_case for steps and an agent prompt.
Inputs: query (required), limit, category.
Today's deduped AI news brief: the top stories, each once, with category and a short summary.
Inputs: no named parameters.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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AI papers, dev-tool adoption, AI news and startup funding rounds, updated daily. No key needed.
AI news for agents: daily, weekly and monthly briefings, trending events and model prices. No key.
Daily AI signals for agents: today's 4 signals, what changed, ranked models and repos
News on AI agents, AGI, robotics and the agent economy. Read-only; articles CC BY 4.0.
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