Machine Learning

Yutori MCP Server

Connect your account, then chat with AI to run tools.

Yutori builds reliable web agents that autonomously execute tasks on the web. Offers four APIs: n1 (pixels-to-actions LLM), Browsing (cloud browser automation), Research (deep web research with 100+ MCP tools), and Scouting (continuous web monitoring with configurable schedules and alerts).

Managed
15 tools
Agent guide included

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AI Skill
SKILL.md

Domain knowledge for Yutori — workflow patterns, data models, and gotchas for your AI agent.

Yutori

Yutori builds reliable web agents that autonomously execute tasks on the web. Offers four APIs: n1 (pixels-to-actions LLM), Browsing (cloud browser automation), Research (deep web research with 100+ MCP tools), and Scouting (continuous web monitoring with configurable schedules and alerts).

Data Model

  • Scouts are continuous web monitoring jobs. Each scout has an ID, configurable schedule, and produces updates.
  • Scout Updates are the output of a scout run — changes detected, snapshots, or alerts.
  • Usage and Health are account-level endpoints for validation and quota checks.

Gotchas

  • Scouting only: The MCP tools expose Scouting (list/get scouts, get updates). n1, Browsing, and Research APIs are not exposed here.
  • Pagination: Use page_size when listing scouts and updates to control response size.

Tools in this Server (15)

Yutori Create Browsing Task

Create a browser automation task on Yutori. An AI agent opens a cloud browser at the specified URL and performs the described task — clicking, typing,...

Yutori Create Research Task

Create a deep web research task on Yutori. Unlike browsing (single browser agent), research deploys 100+ MCP tools for full investigation across the w...

Yutori Create Scout

Create a new Yutori scout for continuous web monitoring. Scouts periodically research the web for changes matching your query and send alerts via emai...

Yutori Delete Scout

Permanently delete a Yutori scout and all its historical updates. This action cannot be undone. The scout stops monitoring and all data is removed. Pr...

Yutori Get Browsing Task

Get the current status and results of a Yutori browsing task. Statuses: 'queued' (waiting to start), 'running' (agent is actively browsing), 'succeede...

Yutori Get Research Task

Get the current status and results of a Yutori research task. Statuses: 'queued' (waiting to start), 'running' (research in progress), 'succeeded' (co...

Yutori Get Scout

Get full details of a specific Yutori scout including its query, status, schedule, timezone, next run time, update count, and creation/completion time...

Yutori Get Scout Updates

Get the updates (findings) from a Yutori scout. Each update contains the research content found during a monitoring run, citations with source URLs an...

Yutori Get Usage

Get your Yutori API usage statistics including the number of active scouts and their IDs. Use to monitor your current resource consumption.

Yutori Health Check

Check the health and connectivity of the Yutori API. Returns the API status. Use to confirm credentials are valid and the API is reachable.

Yutori List Scouts

List all Yutori scouts (continuous web monitoring tasks). Scouts periodically research the web for changes matching a query and send alerts. Returns s...

Yutori Mark Scout Done

Mark a Yutori scout as done, stopping its continuous monitoring. The scout's status changes to 'done' and it will no longer check for updates. Histori...

Yutori Restart Scout

Restart a paused or completed Yutori scout. The scout resumes continuous monitoring with its existing query, schedule, and webhook configuration. Its ...

Yutori Update Scout

Partially update a Yutori scout's configuration. Only provided fields are changed; omitted fields remain unchanged. Use to modify the query, change th...

Yutori Update Scout Email Settings

Update the email notification settings for a Yutori scout. Toggle whether the scout sends email alerts when it finds new updates.

Frequently Asked Questions

What is the Yutori MCP server?

Yutori builds reliable web agents that autonomously execute tasks on the web. Offers four APIs: n1 (pixels-to-actions LLM), Browsing (cloud browser automation), Research (deep web research with 100+ MCP tools), and Scouting (continuous web monitoring with configurable schedules and alerts). It provides 15 tools that AI agents can use through the Model Context Protocol (MCP).

How do I connect Yutori to my AI agent?

Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/yutori. Authentication is handled automatically.

How many tools does Yutori provide?

Yutori provides 15 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.

What authentication does Yutori require?

Yutori uses API Key. Yutori requires credentials. Connect via MCPBundles and authentication is handled automatically.

Setup Instructions

Connect Yutori to any MCP client in minutes

https://mcp.mcpbundles.com/bundle/yutori

One-click install:

The link prefills the Add custom connector dialog — you still review the values and click Add, then Connect to complete OAuth.

Or add manually

  1. Open claude.ai → Settings → Connectors.
  2. Click the + button and choose Add custom connector.
  3. Set Name to Yutori and paste the MCP URL into Remote MCP server URL.
  4. Click Add. Yutori will appear under Not connected — select it and click Connect to complete OAuth.
Name: Yutori
Remote MCP server URL: https://mcp.mcpbundles.com/bundle/yutori
Authentication: OAuth

Custom connectors at claude.ai require a paid Claude plan (Pro, Max, Team, or Enterprise).

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Yutori MCP Server & Skill — 15 Tools