RawTrace MCP
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- AlicenseNot gradedqualityBmaintenanceRecords browser sessions and provides structured context (clicks, console, network, screenshots) for AI coding agents to understand and act upon.2MIT
- AlicenseAqualityDmaintenanceRecords masked browser sessions (rrweb DOM + console + network) to a local SQLite store and exposes them to AI coding agents via stdio MCP. Fully local, no SaaS, no telemetry.107Apache 2.0
- AlicenseNot gradedqualityAmaintenanceGives AI coding agents eyes into running applications by recording browser activity and providing session investigation tools for debugging.8 npm3MIT
- FlicenseBqualityBmaintenanceEnables AI agents to record and time-travel through DOM mutations, inspect and interact with live pages, capture screenshots, and diagnose UI disappearance or layout changes through a 34-tool MCP interface.34-
- AlicenseNot gradedqualityDmaintenanceRecords, replays, and correlates visual and API events in the browser, enabling AI assistants to understand which API calls feed which UI elements.MIT
- AlicenseNot gradedqualityCmaintenanceEnables recording and analyzing AI agent execution traces, including event logging, metric computation, loop detection, and JSON export for debugging agent behavior.MIT
TDQS
Scored across 59 tools
Each of the 59 tools has a distinct, well-defined purpose with clear descriptions that prevent overlap. For example, browser_get_state, browser_snapshot, browser_get_dom, and browser_get_elements each target different aspects of page information, and actions like browser_observe_action_result serve a unique before/after diff role.
All tools follow a consistent verb_noun pattern with underscores, using logical prefixes ('browser_' for browser actions, 'monitor_' for trace management). This predictability makes it easy for an agent to infer tool purpose from the name.
At 59 tools, the count is high but appropriate for the comprehensive browser automation and tracing coverage. Each tool addresses a specific need, and the complexity of the domain justifies the number, though it exceeds the typical 3-15 range.
The tool set covers the full lifecycle of browser interactions: launching, navigating, inspecting, acting, waiting, and tracing. It includes advanced features like storage state management, permissions, geolocation, and detailed trace analysis, leaving no obvious gaps for its stated purpose.