Keirolabs

cloud.keirolabsPublished by keirolabs.cloudOfficial publisherv2.0.0Updated Nov 7, 2026

Web search, Google SERP, page extraction to markdown and cited answers for AI agents.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping

Overview

AI-generated overview

Remote MCP endpoint giving assistants web search, Google SERP results, page-to-markdown extraction and cited answers.

What you can do
  • Search the web and retrieve Google SERP results
  • Extract web pages and convert them to markdown
  • Return answers with citations for agent use
When to use it
Useful when an assistant needs live web search results, readable page content, or sourced answers rather than relying on its training data.
Requirements
A remote streamable HTTP endpoint at api.keirolabs.cloud. A Keirolabs API key (starting with keiro_) sent as a bearer token in the Authorization header; an account is needed to obtain one.
Before you install
The API key is a secret sent in the Authorization header, so keep it out of logs and shared configs. Usage is credit-based, with 750 free credits offered at signup, so searches may consume paid credits. Queries and fetched pages are sent to Keirolabs as a third party.

Installation

In SourceWeft

  1. Open Keirolabs in the dashboard and add it to a workspace.
  2. Connect Authorization token credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/cloud.keirolabs%2Fkeirolabs/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "keirolabs": {
      "type": "http",
      "url": "https://api.keirolabs.cloud/mcp/api",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v2.0.0LatestNov 7, 2026

Score

67% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.