Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/opencoven/coven/tinyfish-searchnpx skills add OpenCoven/coven --skill tinyfish-searchgit clone --depth 1 https://github.com/OpenCoven/covenWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/opencoven/coven/tinyfish-search)<a href="https://agentmods.dev/skills/opencoven/coven/tinyfish-search"><img src="https://agentmods.dev/badge/skills/opencoven/coven/tinyfish-search.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00048 | $0.00534 |
| Opus 5 | $0.00024 | $0.00267 |
| Sonnet 5 | $0.00010 | $0.00107 |
| Haiku 4.5 | $0.00005 | $0.00053 |
Grade A, and why
tinyfish-search scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -G "https://api.search.tinyfish.ai" \ What it actually says
TinyFish Search
Search the web via the TinyFish Search API. Returns a JSON array of ranked results with title, snippet, site name, and URL.
Requires: TINYFISH_API_KEY environment variable.
Pre-flight Check (REQUIRED)
Before calling the API, verify the key is present:
[ -n "$TINYFISH_API_KEY" ] && echo "TINYFISH_API_KEY is set" || echo "TINYFISH_API_KEY is NOT set"
If the key is not set, stop and ask the user to add it. Get one at https://agent.tinyfish.ai/api-keys. Do NOT fall back to other search tools.
Basic Search
curl -G "https://api.search.tinyfish.ai" \
-H "X-API-Key: $TINYFISH_API_KEY" \
--data-urlencode "query=web automation tools"
Geo / Language Targeting
curl -G "https://api.search.tinyfish.ai" \
-H "X-API-Key: $TINYFISH_API_KEY" \
--data-urlencode "query=boulangerie paris" \
--data-urlencode "location=FR" \
--data-urlencode "language=fr"
Helper Script
scripts/search.sh <query> [--location CC] [--language LL] wraps the curl call:
scripts/search.sh "top trending openclaw youtube video"
scripts/search.sh "boulangerie paris" --location FR --language fr
Response Shape
{
"query": "web automation tools",
"results": [
{
"position": 1,
"site_name": "example.com",
"title": "Top 10 Web Automation Tools",
"snippet": "A preview of the page content…",
"url": "https://example.com/top-automation"
}
],
"total_results": 1234
}
Use results[] directly — each entry already has everything needed to cite or open the source.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 72 lines · 48 tokens per session scan A 841bafcfaa08
tinyfish-search is a skill published in the GitHub repository OpenCoven/coven (46 stars, last pushed today), licensed MIT. It adds 48 tokens to every session and 534 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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