Loopster

Loopster has a hosted MCP server, so an AI tool such as Claude Code can work with your tables, and some of what it can do spends from your wallet.

Connect Loopster to Claude Code and other AI tools (MCP)

Loopster's MCP server gives an AI tool 92 tools. This article groups them by job, says which ones can spend from your wallet and shows a safe order to use…

What an AI tool can do in Loopster (MCP tools)

The Loopster API lets your own code and tools manage your workspace with an API key.

Get started with the Loopster API

This article shows you how to send a Loopster API key with your calls, check which key you are using, replace a key before it ends, and revoke a key…

Use, rotate and revoke a Loopster API key

This article shows what a Loopster API error looks like, what the main status codes and error codes mean, which limits apply to a call, and how to retry a…

API limits, errors and retries

This article shows how to create tables, add and change rows, import and export files, and share a table through the Loopster API.

Create tables and add rows through the API

This article shows you how to add columns from templates, price a run, test one row, run the rest, read the results, stop a run and set up a schedule…

Run columns through the API and read the results

This article shows what an error from the Loopster API or MCP server means and what to do about it.

Troubleshoot the Loopster API and MCP

Umer Ishaq

Use Loopster from your own code, scripts and AI tools: the API, API keys and the MCP server.

API and MCP

Open Loopster

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Create your workspace and invite the people you work with.

Set up your account

Build your first workflow and watch it run end to end.

Ship something

Connect the tools your team already uses to bring data in.

Connect your stack

A quick lap of the product so you know where everything lives.

{appName} in 60 seconds

This prototype demo is aware that you are reading “{title}”. It can point you back to the current article, but a production article-aware Fin contract is still follow-up work.

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Because you already asked about invitations, this prototype demo can add the follow-up: use the role selector before sending each invite to limit access to the teammate responsibilities.

Prototype role-limiting follow-up

This prototype demo suggests starting with your workspace profile, inviting the team members who need access, and then connecting the integrations you use.

Prototype getting-started answer

In this prototype demo, integrations are configured from workspace settings. Choose the integration, connect the account, and review the enabled permissions.

Prototype integrations answer

In this prototype demo, invite teammates from workspace settings, then choose the access each teammate needs before sending the invitation.

Prototype invite-team answer

This prototype demo does not have a scripted answer for that question yet. Try asking how to invite your team or open a source article. No production Fin API was called.

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