TinyFish agent skills for Claude Code, Cursor and RevampKey

5 ready-made playbooks that teach an AI agent how to do real TinyFish work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect TinyFish

Connect TinyFish once and all 5 skills install themselves and stay up to date. Mac, Windows and Linux.

All 5 TinyFish skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereAsks before writing23 TinyFish tools

Use TinyFish safely from your AI assistant

Teaches an AI assistant how to use the TinyFish connector: choose the right product, keep wallet and free-allowance cost in view, and ask before starting, cancelling or changing any work.

Use it when

You want an assistant to fetch or search the web through TinyFish without surprise charges.
You need to check your TinyFish wallet or allowance before a large scraping job.
You want to avoid leaving browser sessions or monitors running by accident.

Tools it uses

get_wallet
get_search_usage
list_fetch_usage
fetch_content
search
create_browser_session
run_web_automation
run_web_automation_async
create_monitor
run_monitor
list_runs
list_monitors
list_browser_sessions
get_run
get_monitor
batch_status
cancel_run
batch_cancel
close_browser_session
pause_monitor
resume_monitor
cancel_monitor
guide_next_step

Example

Check my TinyFish wallet, then fetch the pricing page at example.com and tell me what it costs.

Your wallet has 12.40 credits left, and you have used 3 of today's free fetches. I fetched the pricing page, which was free within your allowance. It lists three plans, from 0 to 99 per month. I did not start any browser session or monitor.

Use in RevampKeyRead the full skill →

Asks before writing10 TinyFish tools

Automate browser tasks on live sites with TinyFish and AI

Runs a multi-step task on a real website, such as logging in, filling a form or downloading a file, then checks the result and reports what was and was not done. It asks before starting any run that changes a site.

Use it when

You need to submit a form on a website and confirm it went through
You want to click through a multi-page site and collect a result
You need a long browser task run in the background and checked until it finishes

Tools it uses

run_web_automation
run_web_automation_async
get_run
list_runs
create_browser_session
close_browser_session
list_browser_sessions
batch_status
batch_cancel
get_wallet

Example

Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.

Plan: log in, open Invoices, filter to this month, download the CSV, then check row count against the portal total. I'll start the run once you confirm. Last run: 3 of 3 required steps verified; the file has 42 rows matching the portal's count of 42.

Use in RevampKeyRead the full skill →

Asks before writing10 TinyFish tools

Monitor web pages for change with AI

Reviews your TinyFish monitors, checks whether each one is still returning useful results, and recommends keeping, fixing, pausing or cancelling them. It asks before creating, pausing, resuming or cancelling anything.

Use it when

You want to be alerted when a competitor's pricing page changes
You suspect a monitor has stopped working and want to check it
You want to clean up duplicate or abandoned page watches

Tools it uses

list_monitors
get_monitor
list_runs
get_run
create_monitor
run_monitor
pause_monitor
resume_monitor
cancel_monitor
cancel_run

Example

Check my TinyFish monitors and tell me which ones are actually working.

I reviewed 6 monitors. 4 are healthy and returned new content in the last day. 1 is silent: its last 3 runs completed but returned an empty pricing table, probably because the page moved. 1 is stale and has not run in 3 weeks. I recommend a new goal for the silent one and asking you before pausing the stale one.

Use in RevampKeyRead the full skill →

Read-only8 TinyFish tools

Audit TinyFish usage and spend

Checks your TinyFish wallet balance, search and fetch allowance use, and run and monitor history to explain what recent work cost. Before you start a planned job, it estimates whether the job fits your budget. It only reads data and does not start or cancel work.

Use it when

You want to know why your TinyFish balance dropped this month
You are planning a large crawl and need to know if it fits the budget
You have monitors you suspect are running without anyone looking at them

Tools it uses

get_wallet
get_search_usage
list_fetch_usage
list_runs
list_monitors
list_browser_sessions
batch_status
get_run

Example

How much did we spend on TinyFish this month, and can we afford a 2,000-page crawl next week?

Your wallet is at 412 credits as of 09:14. Today's search allowance is 180 of 200 used, and fetch is 40 of 500. Since the 1st, measured run spend is 138 credits: 120 from 96 Agent runs and 18 from 12 Browser sessions. Two monitors are still active and scheduled daily. For the crawl, the average of 30 comparable completed runs is 0.6 credits each, so 2,000 runs is about 1,200 credits plus a 15% retry margin, roughly 1,380. That is more than your current balance, so it does not fit yet.

Use in RevampKeyRead the full skill →

Asks before writing6 TinyFish tools

Research a web question with TinyFish search and fetch

Runs ranked web search, picks the strongest sources, fetches and reads them, and writes an answer where each claim traces to a page it actually read. Read-only, and it asks before starting any monitor or browser work.

Use it when

Answering a question about what current web sources say on a topic
Checking a claim against primary sources and reporting disagreements
Comparing options found online and listing the sources behind each point

Tools it uses

create_monitor
create_browser_session
run_web_automation
run_web_automation_async
search
fetch_content

Example

What is the current per-request rate limit for the public API of two popular payment providers? Cite the official pages and tell me the date each was updated.

Stripe's and Adyen's API docs both describe rate limits per key and per account, and both pages show a last-updated date. I read the two official docs pages and skipped a blog summary that quoted them. Confidence is medium: each limit depends on account tier, which the public pages describe only in general terms. Anything about your own account's limits is not established, because that needs your dashboard.

Use in RevampKeyRead the full skill →

Get all 5 without copying a file

RevampKey adds the skills when you connect TinyFish, updates them for you and removes them when you disconnect.

Download RevampKey

How TinyFish skills work

Connect TinyFish
The TinyFish MCP server gives the agent its tools.
Ask in plain words
“Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install TinyFish skills

In RevampKey the skills install themselves when you connect TinyFish. In other tools each skill is one folder with a SKILL.md file, and you also need the TinyFish MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect TinyFish. All 5 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.”
Download RevampKeyConnect TinyFish · 1 click
Get RevampKey to connect TinyFish
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and TinyFish is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials browser-task-automation site-change-monitoring usage-and-spend-audit web-research-with-search-and-fetch; do curl -fsSL --create-dirs -o .claude/skills/tinyfish-$s/SKILL.md https://revampkey.com/marketplace/tinyfish/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the TinyFish MCP server in Claude Code.

Run this in your project folder to add all 5 skills:

for s in essentials browser-task-automation site-change-monitoring usage-and-spend-audit web-research-with-search-and-fetch; do
  curl -fsSL --create-dirs -o .claude/skills/tinyfish-$s/SKILL.md https://revampkey.com/marketplace/tinyfish/skills/$s/SKILL.md
done

Ask in plain language, for example “Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.”

Into the shared .agents/skills folder

Connect the TinyFish MCP server in Cursor.

Run this in your project folder to add all 5 skills:

for s in essentials browser-task-automation site-change-monitoring usage-and-spend-audit web-research-with-search-and-fetch; do
  curl -fsSL --create-dirs -o .agents/skills/tinyfish-$s/SKILL.md https://revampkey.com/marketplace/tinyfish/skills/$s/SKILL.md
done

Ask in plain language, for example “Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.”

Into the shared .agents/skills folder

Connect the TinyFish MCP server in Codex.

Run this in your project folder to add all 5 skills:

for s in essentials browser-task-automation site-change-monitoring usage-and-spend-audit web-research-with-search-and-fetch; do
  curl -fsSL --create-dirs -o .agents/skills/tinyfish-$s/SKILL.md https://revampkey.com/marketplace/tinyfish/skills/$s/SKILL.md
done

Ask in plain language, for example “Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.”

Into the shared .agents/skills folder

Connect the TinyFish MCP server in VS Code.

Run this in your project folder to add all 5 skills:

for s in essentials browser-task-automation site-change-monitoring usage-and-spend-audit web-research-with-search-and-fetch; do
  curl -fsSL --create-dirs -o .agents/skills/tinyfish-$s/SKILL.md https://revampkey.com/marketplace/tinyfish/skills/$s/SKILL.md
done

Ask in plain language, for example “Go to our supplier portal, log in, download this month's invoice list, and tell me if the file looks complete.”

RevampKey or copy the files?

In RevampKey

One click when you connect TinyFish
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the TinyFish MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

TinyFish skills FAQ

What is a TinyFish agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each TinyFish skill describes one job, which TinyFish tools to use in which order, what to check first and when to stop and ask you.

Do the TinyFish skills change anything on their own?

1 of the 5 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in TinyFish.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect TinyFish; elsewhere you copy the folders into your project or skills directory.

Do I need the TinyFish MCP server too?

Yes. The skills tell the agent how to do the work; the TinyFish MCP server gives it the tools to do it. The TinyFish MCP setup guide covers every client.

TinyFish MCP server setup · This page as Markdown

Put TinyFish’s best workflows in your agent

Download RevampKey, connect TinyFish and ask your first question in about a minute.

Download RevampKey Connect TinyFish · 1 click

All 5 TinyFish skills

Use TinyFish safely from your AI assistant

Use it when

Tools it uses

Automate browser tasks on live sites with TinyFish and AI

Use it when

Tools it uses

Monitor web pages for change with AI

Use it when

Tools it uses

Audit TinyFish usage and spend

Use it when

Tools it uses

Research a web question with TinyFish search and fetch

Use it when

Tools it uses

Get all 5 without copying a file

How TinyFish skills work

How to install TinyFish skills

RevampKey or copy the files?

In RevampKey

Copy into your project

TinyFish skills FAQ

Put TinyFish’s best workflows in your agent

Skills for related tools