A
licenseNot graded
qualityD
maintenanceMCP server for browser automation with AI agents, enabling network payload capture and QA workflows.
1
Apache 2.0
Mochi
by DevZonayed
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TDQS
B3.1/5.0
Scored across 54 tools
Disambiguation4/5
Most tools have clearly distinct purposes, but there is some overlap between text/snapshot tools (e.g., browser_text, browser_snapshot) and snapshot querying tools, which could cause minor confusion.
Naming Consistency5/5
All tools follow a consistent 'browser_' prefix followed by a verb_noun or verb phrase in snake_case, making the naming predictable and easy to follow.
Tool Count3/5
With 54 tools, the count is on the high side for a single server. While each tool serves a specific purpose, the set could be streamlined or split into sub-servers (e.g., core browsing, playbooks, workflows) to reduce cognitive load.
Completeness4/5
The tool surface covers a wide range of browser automation needs: navigation, interaction, snapshots, network/console monitoring, tab/session management, playbooks, and workflows. Minor gaps exist, such as explicit file download handling, but overall it's robust.
Maintenance
ActivityInactive
ResponsivenessNo issues