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Helps agents decide whether a URL should be reused or refetched.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "FRESH" yet — see the docs or source repo.
Before fetching this URL again, use FRESH to decide whether it is REUSE, REFETCH, or UNKNOWN: <URL>
Returns a freshness decision to help choose whether to fetch again.
For the following URLs, check each one before refetching to avoid unnecessary duplicate requests: <URL list>
Outputs REUSE, REFETCH, or UNKNOWN for each URL.
As a retrieval agent, check whether this link is still fresh before paying the cost to retrieve it: <URL>
Determines whether the link can be reused and lowers retrieval cost.
Researchers or developers revisiting the same page can ask FRESH first to decide whether to reuse cached results or fetch again. This reduces wasted requests and cost.
When an AI agent is about to retrieve or crawl a URL, FRESH can act as a pre-check to tell the agent whether the link is worth fetching again.
When handling a batch of links, users can check freshness one by one and then decide which URLs need refetching. This is useful when retrieval budget matters.
FRESH is a shared URL-freshness oracle for AI agents. It returns REUSE, REFETCH, or UNKNOWN before an agent retrieves a URL again.
No. It only decides whether a URL is worth fetching again, helping agents avoid unnecessary duplicate retrieval.
The provided information does not mention extra prerequisites. Its core capability is returning a freshness judgment for a URL.
Gives AI agents reliable web fetching with retries, caching, and anti-bot handling.
Check npm and PyPI dependencies for outdated, deprecated, and breaking changes.
Scan prompt injection and safely fetch webpages for AI agents.
Connect to FreshRSS to read feeds, manage subscriptions, and act on items.
Reliably fetch web content for AI, including anti-bot and JavaScript pages.
Finds information from partial clues while avoiding confidently wrong results.