FRESH — shared URL freshness intelligence for AI agents. Decide REUSE, REFETCH, or UNKNOWN before paying to retrieve the web again.
- ✓Actively maintained (<30d)
- ✓Clear description
- ✓Documented (README)
- !No standard license detected
git clone https://github.com/GSterlingPress/fresh-api && cp fresh-api/*.md ~/.claude/agents/Subagents overview
# FRESH
**Know whether to fetch again.**
FRESH is shared URL freshness intelligence for AI agents. Before re-fetching, re-scraping, re-rendering, or re-embedding a URL, ask whether the previously seen version is probably still fresh enough to reuse.
Production base URL: `https://fresh-api-production-c783.up.railway.app`
MCP endpoint: `https://fresh-api-production-c783.up.railway.app/mcp`
FRESH returns one of three decisions:
- `REUSE` — cached knowledge is probably still fresh enough
- `REFETCH` — the URL is likely stale enough to justify another retrieval
- `UNKNOWN` — evidence is insufficient; FRESH prefers uncertainty over false confidence
## Why FRESH exists
A local cache knows when *you* last fetched something. It does not know whether the outside resource changed since then, nor what other callers recently observed. FRESH builds shared, privacy-safe URL change history from timestamps, ETags, Last-Modified values, and content hashes.
## REST
### `POST /v1/check`
```json
{"url":"https://example.com/docs/api","lastSeenAt":"2026-08-13T12:00:00Z","toleranceSeconds":3600}
```
### `POST /v1/observe`
```json
{"url":"https://example.com/docs/api","observedAt":"2026-08-13T13:00:00Z","etag":"abc123","lastModified":"Wed, 13 Aug 2026 12:45:00 GMT","contentHash":"sha256:..."}
```
Raw page content is not required.
## MCP
- `fresh_check` — decide whether to retrieve a URL again
- `fresh_observe` — report privacy-safe freshness evidence after retrieval
## Privacy
FRESH does not need raw page contents, cookies, target-site credentials, or customer payloads. URL keys are stored as one-way hashes with aggregate observation metadata.
## Stranger verification
A core-tool invocation is evidence of use, not automatically proof of a genuine stranger. FRESH classifies candidate activity as `KNOWN_VALIDATOR`, `LIKELY_VALIDATOR`, `CONTROLLED_TEST`, `UNKNOWN_MACHINE`, or `CREDIBLE_REAL_USE`. Only `CREDIBLE_REAL_USE` advances stranger milestones.
Our acceptance/smoke traffic uses `X-Tollbooth-Internal: 1` or `X-Fresh-Internal: 1` so it cannot earn stranger credit.
## Production acceptance gate
Every Railway deployment now performs live internal checks against the running service before `/health` can return 200. The gate exercises REST, `UNKNOWN`, `REUSE`, `REFETCH`, persistent observation reload, MCP initialize, MCP tool discovery, MCP `fresh_check`, and verifies that the controlled self-test does not increase the verified-stranger count.
## Status
v0.1.2 experimental production infrastructure. Priorities: conservative decisions, low latency, sub-penny economics, privacy-safe shared learning, REST + MCP, durable observations, and auditable real-use analytics.
What people ask about fresh-api
What is GSterlingPress/fresh-api?
+
GSterlingPress/fresh-api is subagents for the Claude AI ecosystem. FRESH — shared URL freshness intelligence for AI agents. Decide REUSE, REFETCH, or UNKNOWN before paying to retrieve the web again. It has 0 GitHub stars and its last recorded update is dated 2026-09-13.
How do I install fresh-api?
+
You can install fresh-api by cloning the repository (https://github.com/GSterlingPress/fresh-api) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.
Is GSterlingPress/fresh-api safe to use?
+
Our security agent has analyzed GSterlingPress/fresh-api and assigned a Trust Score of 62/100 (tier: OK). See the full breakdown of passed checks and flags on this page.
Who maintains GSterlingPress/fresh-api?
+
GSterlingPress/fresh-api is maintained by GSterlingPress. The last recorded GitHub activity is dated 2026-09-13, with 0 open issues.
Are there alternatives to fresh-api?
+
Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.
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