AI Interview Service for Part-Time Hiring 'AI Baito Mensetsu' Launches 'AI Baito Mensetsu MCP Server' Supporting MCP

FLATBOYS Inc. (Headquarters: Nakameguro, Meguro City, Tokyo; CEO: Ryo Uchida; hereinafter "FLATBOYS") announces the launch of the "AI Baito Mensetsu MCP Server," an update to its AI-powered interview service "AI Baito Mensetsu" that automates part-time hiring, now supporting MCP (Model Context Protocol), an open protocol for AI agents.

AI Baito Mensetsu Service Website: https://ai-baito-mensetsu.jp/

Overview

With this update, AI agents such as Claude can now directly operate "AI Baito Mensetsu," enabling:

1 Easy creation of interview questions and evaluation criteria

2 Simplified integration with proprietary services

3 Immediate access to new features such as multilingual support

Partner companies—including job boards, applicant tracking systems (ATS), and staffing agencies—can now more easily integrate AI Baito Mensetsu into their own operations.

※ Certain conditions and limitations apply to the usage environment. Connecting with job board or ATS application data requires separate integration with the customer's system.

About AI Baito Mensetsu MCP (Model Context Protocol)

MCP is an open protocol proposed by AI developer Anthropic to connect AI agents with external tools. It enables AI to flexibly access and utilize information and functions from external services, and is rapidly gaining adoption.

By supporting MCP, "AI Baito Mensetsu MCP" allows AI agents such as Claude and Claude Code to operate various functions of "AI Baito Mensetsu" using natural language instructions alone.

Capabilities Enabled by AI Baito Mensetsu MCP

1 Easily create interview questions and evaluations

Simply upload job postings or hiring manuals, and the AI agent automatically generates interview questions and evaluation criteria tailored to the job type and hiring standards. This significantly shortens the setup time previously required for designing questions, evaluations, and system configurations.

2 Simplified integration with proprietary services

Previously, job boards and ATS platforms needed substantial engineering effort—including API specification review, development, and testing—to integrate with "AI Baito Mensetsu." With MCP support, AI agents such as Claude Code can now directly operate "AI Baito Mensetsu," enabling faster verification and proof-of-concept (PoC) testing.

Example use cases:

• Direct execution from an AI agent: creating interview templates and issuing interview URLs

• Retrieving candidate responses and evaluation results via AI agent and integrating them into internal systems (※)

• Conducting integration validation and functional testing with reduced engineering resource requirements

※ Connecting with application data from proprietary job boards or ATS requires separate integration with the customer's system. Access to candidate information is limited to the scope defined by assigned access permissions.

3 Immediate access to new features such as multilingual support

Because features are delivered via MCP, partner companies can use new functionalities added by FLATBOYS without any additional configuration. The first such feature is multilingual interview support.

With a simple instruction to the AI agent, interviews designed in Japanese can be instantly deployed in English, Vietnamese, and other languages. Depending on use cases, this supports either interviews in the candidate's native language or assessments of Japanese language proficiency. This is particularly useful for recruiting and assessing foreign talent in industries facing severe labor shortages, such as manufacturing, caregiving, and food service.

Secure Remote MCP Server Deployment

"AI Baito Mensetsu MCP" is provided as a remote MCP server managed and operated by FLATBOYS.

Users do not need to set up environments or install programs—simply configure the AI agent to connect to the server to begin using the service. Access to candidate information is strictly controlled based on assigned permissions (scopes). Customers are requested to operate the service in compliance with applicable laws and their internal policies.

Future Outlook

"AI Baito Mensetsu MCP" aims to become an "infrastructure" that seamlessly integrates AI interviews into any hiring workflow.

Since its launch, AI Baito Mensetsu has operated under an AI-first approach. This MCP integration and its features were first validated internally to improve operational efficiency before being opened to partner companies. Going forward, FLATBOYS will continue rolling out new features covering the entire hiring funnel, such as automated follow-up for incomplete interviews and automatic generation of selection reports.

For Partner Companies: Pricing and Integration Details

Details regarding integration process and pricing are available through individual online consultations.

We are currently recruiting early partner companies for priority integration support.

(Note: Early partner slots are limited. Applications will be reviewed individually based on business profile and expected usage scale. We may be unable to accommodate all requests or guarantee a response. Your understanding is appreciated.)

Inquiries about MCP Partner Integration

Please contact us with the subject line "Regarding MCP Integration" for an online individual consultation.

Why Companies Choose "AI Baito Mensetsu"

1. Custom AI Interviewer Avatars

Create original avatars modeled after company executives, store managers, or actual hiring staff. Deliver a human-like interview experience to candidates while drastically reducing hiring staff workload.

2. Customizable Evaluation Design

Freely configure questions and evaluation criteria according to job type, store, and hiring policies.

Reflect your company's hiring standards directly in the AI interview.

3. Qualitative Data Scored by AI

AI scores qualitative aspects such as facial expressions, speaking style, and overall impression—information previously only available through live interviews. This assists human interviewers and reduces evaluation inconsistencies.

4. Custom Dictionary for Company-Specific Terms

Support for proprietary terminology and proper nouns. Prevents misrecognition and unnatural text-to-speech, ensuring a smooth interview experience.

About "AI Baito Mensetsu"

"AI Baito Mensetsu" is an AI-powered interview support service specialized for part-time hiring.

An AI avatar acts as the interviewer, automatically conducting interviews, recording and summarizing responses, and assisting with evaluations.

Companies can reduce human costs associated with interviews while evaluating candidates consistently. Candidates benefit from a flexible experience, able to participate in interviews anytime and from any location.

"AI Baito Mensetsu" Service Website

FLATBOYS Inc.

Company Name: FLATBOYS Inc. Representative: Ryo Uchida Address: 5F, Nakameguro F・S Building, 3-6-2 Nakameguro, Meguro-ku, Tokyo 153-0061, Japan Website: https://flatboys.co.jp/ AI Baito Mensetsu Service Website: https://ai-baito-mensetsu.jp/