Logly Launches 'mureo Agency,' Commercial Version of AI Ad Management Agent 'mureo' for Agencies

Logly, Inc. began offering 'mureo Agency' (https://mureo.jp), a commercial version of its AI ad management agent 'mureo' (https://mureo.io), on June 9, 2026. Since the open-source version of mureo was released in April 2026, it has achieved over 5,000 cumulative downloads. To celebrate the launch, a campaign is being held where the first 20 companies can get the service at half-price. Additionally, support for major domestic advertising media, LINE Yahoo ads (Yahoo Search Ads, Display Ads, and LINE Ads), has also been introduced.

mureo Agency is a commercial version designed for advertising agencies to safely manage multiple clients' ad accounts with a single installation. It retains the core features of the open-source version—strategic decision-making, safe operations, change history, and self-learning—while adding essential features for agency operations: multi-client management, shared authentication, and read-only mode.

Background

In October 2025, Google released its official Model Context Protocol (MCP) server for Google Ads API as open-source, and Meta followed in April 2026 with the announcement of Meta Ads MCP. Official pipelines for 'AI interacting directly with ad APIs' are being rapidly developed by major ad platforms, and this function is expected to become commoditized.

However, official MCP only provides the gateway to the API. It does not cover the crucial elements of actual operation, such as decision-making based on business strategy, safety management to prevent runaway processes, recording all changes, and learning per account. mureo operates on top of these, handling these necessary operational layers.

Since the open-source release of mureo in April 2026, there has been significant demand for agency-specific features. Because one operator often manages multiple clients (e.g., 5, 20, or 50) simultaneously, the OSS version—intended for individual use—was insufficient. Therefore, 'mureo Agency' has been launched to add these essential agency features.

Features Added to mureo Agency

While retaining all features of the OSS version—strategic foundation, safe operations, multi-platform compatibility, change history, local PC-based completion, and self-learning—the following features have been added for agency operations. Supported media have also been expanded to three major media including LINE Yahoo ads, and the service now supports GA4 and Search Console analysis services.

Parallel multi-client management in a single installation Work environments are separated for each client, allowing simultaneous management of 5, 20, or 50 clients. No need for re-installation or re-login when adding accounts.

Shared login configuration Once the connection to Google/Meta multi-account management screens (MCC/Business Manager) is set as an operator, it is applied to all clients. Specific settings can be assigned for clients requiring separate accounts.

Two-tier accumulation of operational know-how Insights shared across all operators are stored separately from knowledge learned for each individual client. What is learned in one account is never mixed into another.

One-switch read-only mode Switches the entire environment to read-only mode. Diagnostic tests and reports continue to run, but all changes to ad accounts—whether through mureo or official connections like Google/Meta—are blocked. This is useful for training new staff, screen-sharing with clients, and handling delicate delivery timing.

Support for LINE Yahoo ads In addition to Google Ads and Meta Ads, the platform now supports LINE Yahoo ads (Yahoo Search Ads, Display Ads, and LINE Ads). Domestic media can be managed across the board using the same workflow (e.g., /daily-check, /search-term-cleanup) as international media.