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  3. Shoal
MCP server · Agents

Shoal

· github.com/Raynan00/shoal

A swarm of AI users that test your website in real browsers — visualized as a pixel-art aquarium. Live friction maps, multi-user scenes, up to 1,000 sessions on one laptop.

Unclaimed ai-agentsbrowser-automationcomputer-usellmmcpplaywrightqauser-simulationux-testing
InstallView source
39Low

Scored 10 hours ago · breakdown

About Shoal

Shoal is an MCP server in the Agents category: a swarm of AI users that test your website in real browsers — visualized as a pixel-art aquarium. Live friction maps, multi-user scenes, up to 1,000 sessions on one laptop. It has been installed 0 times through Conduid.

Install

Clone
git clone https://github.com/Raynan00/shoal

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

  • ·README presentNot checked yet.
  • ·License declaredNot checked yet.
  • ·Tests presentNot checked yet.
  • ·Dependencies pinnedNot checked yet.
  • ·No dynamic code executionNot checked yet.
  • ·Scoped permissionsNot checked yet.
Questions

About Shoal

How do I install Shoal?

Run git clone https://github.com/Raynan00/shoal, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Shoal safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Shoal still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.