#Japan #AI Integration #MCP Server #Minato #Quollio

Quollio Enhances Data Utilization with New AI-Powered MCP Server

Introduction

On December 1, 2025, Quollio Technologies, a data technology firm based in Minato, Tokyo, will unveil its MCP Server Function Beta Program, aimed at accelerating the utilization of data through advanced AI integration. With Ryota Matsumoto as the CEO, the company focuses on providing next-generation data intelligence solutions tailored for Japan's enterprise sector.

Purpose of the MCP Server Function

This new functionality allows external MCP clients, such as Claude Desktop, to either retrieve or write metadata registered in the Quollio Data Intelligence Cloud (QDIC). The primary goal is to integrate large language models (LLMs) with QDIC, thereby automating metadata management and enhancing the utilization of data and AI within organizations.

Background and Challenges

As the adoption of generative AI in business settings continues to rise, properly structured metadata—which conveys information about the location, meaning, and context of data—has become essential for generating accurate AI responses. Many organizations face significant challenges in metadata management, including:

1. Search Burden for Needed Data: Data analysts and business users are often overwhelmed by vast datasets, leading to a longer search time. The demand for instant access to metadata via AI interactions is increasing.
2. Rising Operational Costs: Users, like data stewards who manage data, find themselves undertaking more manual updates, documentation, and registration of metadata, creating a strong desire for automation.

The new MCP Server Function addresses these challenges by providing seamless connectivity between generative AI clients and QDIC. This will enhance data exploration speed for users while streamlining governance tasks for data managers, ultimately improving the organization's overall data utilization capability.

Overview of the MCP Server Function (Beta Version)

This beta program allows participating companies to evaluate the MCP Server Function, which is currently under development by Quollio. The program is set to run from December 1, 2025, to March 31, 2026, and participation requires an existing contract with QDIC.

Key Features

1. Search Functionality: Users can search metadata using customized conditions, such as keywords (e.g., “store,” “sales,” “customers”) or asset types (e.g., “table,” “column”).
2. Detail Retrieval: Users can access fundamental data about each asset, such as logical and physical names, descriptions, hierarchy, child assets, tagging, and statistical information.
3. Metadata Updates: Users can update metadata, including logical names and descriptions, as well as specific custom properties configured on QDIC.
4. Tag Management: Users can create, update, and delete tags, along with applying or removing multiple tags from assets in bulk.

Participating companies can utilize the function free of charge to provide feedback that will help improve the product.

Benefits and Use Scenarios

The MCP Server Function is designed to help realize specific use cases involving data and AI usage.

Potential Applications

• - Support for Data Stewardship: Automatically suggesting descriptions or tagging for unfilled metadata in catalogs based on table definitions or data trends, thus reducing the workload of data stewards.
• - Promotion of Data Utilization: Enabling data analysts and less tech-savvy users to perform data analysis by simply asking for tasks like, “Aggregate sales,” with AI generating the necessary SQL using the correct logic.
• - Preliminary Impact Assessment: Allowing data stewards and developers to inquire about potential impacts when table definitions are changed, enabling them to quickly compile a list of affected reports or downstream systems, thereby mitigating initial workload.

Management and executive roles can leverage this function for governance purposes, assisting in verifying KPI definitions and identifying data owners to enhance overall organizational data literacy.

Future Prospects

Quollio will actively work on improving the MCP Server Function based on insights and feedback from customers. This initiative aligns with their vision of elevating metadata management through AI utilization, driving Japan's broader digital transformation.

About Quollio Technologies

Quollio Technologies aims to create a sustainable future where value is continuously generated and societal challenges are resolved through advanced data technology. By providing a data intelligence framework centered around metadata management, Quollio enhances how businesses perceive data as real assets, establishing effective data governance and AI readiness across various sectors. They support major Japanese enterprises and公共機関 in adapting to next-generation information technologies, driving digital transformation forward.

Company Details

• - Company Name: Quollio Technologies, Inc.
• - Headquarters: 8F PMO Hamamatsucho III, 2-10-6 Hamamatsucho, Minato-ku, Tokyo, Japan
• - CEO: Ryota Matsumoto
• - Business Description: Development and provision of products related to data intelligence
• - Company Website: quollio.com
• - Careers Page: careers.quollio.com

Note: Brand names and product names mentioned may be registered trademarks of their respective companies.