# Real websites. Worked by your agent.

Source: https://corespeed.io/integrations/tinyfish

Connect TinyFish to Claude Code, Codex, Cursor or any MCP agent through CoreSpeed. Your agent gives a TinyFish web agent a URL and a plain-language goal and gets a structured result back. It also writes cited research reports and watches pages for changes. It uses the TinyFish API key you paste once; web agent runs spend your TinyFish wallet.

## Set up an agent

Give your agent this line: `set up https://corespeed.io/SKILL.md (read it raw, e.g. with curl)`

It fetches the skill at https://corespeed.io/SKILL.md, adds the CoreSpeed MCP server, signs you in (or up), and keeps the skill for next time. Connect TinyFish after setup. Access follows the connected account and its permissions. Create an account: https://app.corespeed.io/sign-up

## Many sites at once. One table back

Have your agent start one web agent per site, each with the same plain-language goal, and collect their results into one answer.

You ask your agent: "Visit the pricing pages of these three vendors. For each plan, return its name, its monthly price and its seat limit as one table."

It calls CoreSpeed:

- `tinyfish__start_automations`: ok, 640 ms
- `tinyfish__get_runs`: ok, 520 ms

It reads from: TinyFish.

### Pricing table: Nine plans, side by side.

Every vendor has a free plan. Only one caps seats on its middle plan.

**Middle plans**

- Vendor A: $25 a month, 10 seats.
- Vendor B: $30 a month, no seat limit.
- Vendor C: $19 a month, no seat limit.

**Check by hand**

- Vendor B lists annual prices only.

_Illustrative vendors and prices · Three web agent runs_

All connectors: https://corespeed.io/docs/connectors

## Say the goal. Get the result

Requests you can make once TinyFish is connected. The data is fictional.

### Get data from a real site

Three plans, one table · Web agent run

- Goal: Each plan’s price and seat limit
- Result: Structured JSON, one row a plan
- Completed · Nothing submitted

### Ask before it books

A booking that waits for you · Approvals

- Site: A restaurant’s booking page
- Goal: A table for six on Thursday
- Held for a person

Full example: https://corespeed.io/blog/tinyfish-on-corespeed (Markdown: https://corespeed.io/blog/tinyfish-on-corespeed.md)

### Watch a page for changes

Tell me when the price moves · Monitor

- Page: A vendor’s pricing page
- Checks: Every weekday at 9 am
- Active

## Keep your agent. Bring your work

One CoreSpeed account, across compatible agents.

1. **Set up CoreSpeed**: Give your agent the setup line. It adds CoreSpeed and signs you in.
2. **Connect TinyFish**: Authorize the account and the content you need.
3. **Start with one task**: Ask for a summary, a brief, or a draft. Review the answer.

Setup guides: Claude Code https://corespeed.io/docs/mcp#claude-code · Codex https://corespeed.io/docs/mcp#codex · Cursor https://corespeed.io/docs/mcp#cursor

## Questions

### What does a TinyFish call cost?

Search and fetch are free on TinyFish. Web agent runs, research and browser sessions spend your own TinyFish wallet.

### Can a web agent submit a form or buy something?

It acts on real sites, so it can. Each run is a separate tool call, and approvals can hold it for a person. How approvals work: https://corespeed.io/docs/approvals

### Can it use sites I am signed in to?

Yes, through a TinyFish profile. You sign in once in a setup browser session, and later runs can reuse that profile.

### Do I have to switch agents?

No. CoreSpeed adds tools to the agent you already use: Claude Code, Codex, Cursor, or another MCP client. Each one signs in once.

### Can my agent access every account in our organization?

No. Access follows your CoreSpeed identity, each connection's visibility, and the app's own permissions. Personal connections stay private.

### Does this work without connecting an account?

No. Connect the app's account first; your CoreSpeed workspace shows what each app needs. The examples on this page use fictional data. All connectors: https://corespeed.io/docs/connectors

Every tool and price: https://corespeed.io/catalog/tinyfish

## Related pages

- [Approval gates for AI agent tool actions](https://corespeed.io/solutions/agent-approvals): Set approval policies for writes through CoreSpeed. Review held tool actions while your team keeps using its preferred agents.
- [Apify for Claude Code, Codex, and Cursor](https://corespeed.io/integrations/apify): Find an Apify Actor, run it, and read its dataset from the agent you already use, on your own Apify account.
- [Tavily for Claude Code, Codex, and Cursor](https://corespeed.io/integrations/tavily): Search the web, extract clean page text, and run research jobs with Tavily, inside the agent you already use.

## Sources

- Connectors: https://corespeed.io/docs/connectors
- TinyFish docs: https://docs.tinyfish.ai
- TinyFish authentication: https://docs.tinyfish.ai/authentication

Reviewed 2026-11-10.

## Links

- Product overview: https://corespeed.io/ (Markdown: https://corespeed.io/index.md)
- All integrations: https://corespeed.io/integrations (Markdown: https://corespeed.io/integrations.md)
- Documentation: https://corespeed.io/docs
- Pricing: https://corespeed.io/pricing (Markdown: https://corespeed.io/pricing.md)