tinyfish-integration

tinyfish-integration is a skill for Claude Code, Codex from kevinnft/ai-agent-skills. It costs 22 tokens per session (1,459 once invoked), scanned A, original, MIT.

An integration with TinyFish, a web toolkit for searching websites, fetching page contents, and controlling a browser. It connects those tools to Hermes Agent.

In plain words
What is it for?
Searching the live web, finding URLs, extracting clean text from pages, and automating browser interactions on dynamic websites.
Why use it?
It helps an agent obtain current information and read web pages when ordinary static fetching is not enough.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for hermes-agent. Also seen: built for hermes-agent.

Good fit Searching the live web, finding URLs, extracting clean text from pages, and automating browser interactions on dynamic websites.

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Install with agentmods
npx agentmods add skills/kevinnft/ai-agent-skills/tinyfish-integration
Install

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.

Any agent
npx skills add kevinnft/ai-agent-skills --skill tinyfish-integration
Clone the repo
git clone --depth 1 https://github.com/kevinnft/ai-agent-skills

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for tinyfish-integration

README.md
[![agentmods](https://agentmods.dev/badge/skills/kevinnft/ai-agent-skills/tinyfish-integration/github.svg)](https://agentmods.dev/skills/kevinnft/ai-agent-skills/tinyfish-integration)
Your own site
<a href="https://agentmods.dev/skills/kevinnft/ai-agent-skills/tinyfish-integration"><img src="https://agentmods.dev/badge/skills/kevinnft/ai-agent-skills/tinyfish-integration/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for tinyfish-integration

Your own site · 80×15
<a href="https://agentmods.dev/skills/kevinnft/ai-agent-skills/tinyfish-integration"><img src="https://agentmods.dev/badge/skills/kevinnft/ai-agent-skills/tinyfish-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,459 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.01459
Opus 5 $0.00011 $0.00730
Sonnet 5 $0.00004 $0.00292
Haiku 4.5 $0.00002 $0.00146

Measured 9d ago against content hash a5a3fd257e8b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

tinyfish-integration scanned grade A with 0 findings 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 9d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/tinyfish_search.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/devops/tinyfish-integration/SKILL.md · 213 lines

How it starts

The opening of the file, as written. The whole thing — 213 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TinyFish Integration

TinyFish is a web toolkit for AI agents that provides search, fetch, and browser automation capabilities. Search and fetch are free for every account — no credits, no cost.

Available Tools

tinyfish_search

Search the live web and get structured, agent-ready results.

Use cases:

  • Current information, news, prices
  • Finding URLs before fetching content
  • Anything that changes over time

Parameters:

  • query (required): Search query string
  • location (optional): 2-letter country code (e.g., "US", "FR", "ID")
  • language (optional): 2-letter language code (e.g., "en", "fr", "id")
  • page (optional): Page number for pagination (default: 0)

Example:

tinyfish_search(query="Hermes Agent AI", location="US", language="en")

Response format:

{
  "results": [
    {
      "title": "Page Title",
      "url": "https://example.com",
      "snippet": "Description text...",
      "site_name": "Example Site"
    }
  ]
}

tinyfish_fetch

Pull the full content of any web page as clean extracted text.

Use cases:

  • Reading articles, docs, product pages
  • Extracting content without ads/navigation
  • Batch processing multiple URLs (max 10)

Parameters:

  • urls (required): Single URL or comma-separated list (max 10)

Examples:

# Single URL
tinyfish_fetch(urls="https://example.com")

# Multiple URLs
tinyfish_fetch(urls="https://site1.com, https://site2.com, https://site3.com")

Response format:

{
  "results": [
    {
      "url": "https://example.com",
      "final_url": "https://example.com",
      "title": "Page Title",
      "description": "Meta description",
      "language": "en",
      "text": "# Heading\n\nClean extracted content..."
    }
  ],
  "errors": []
}

Setup

1. Get API Key

Visit https://agent.tinyfish.ai/api-keys to get your API key.

2. Configure Hermes

Add to ~/.hermes/.env:

TINYFISH_API_KEY=sk-tinyfish-YOUR_KEY_HERE

Read the full file on GitHub · 213 lines

Files

What ships with it

3 files 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.

Changes

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.

  1. 9d ago First seen · 213 lines · 22 tokens per session scan A a5a3fd257e8b

Subscribe to this mod's changes

tinyfish-integration is a skill published in the GitHub repository kevinnft/ai-agent-skills (13 stars, last pushed 1mo ago), licensed MIT. It adds 22 tokens to every session and 1,459 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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