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Browser MCP

Browser MCP

by drisplabs
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  • Charlotte

    Erik8174
    A
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    Enables AI agents to browse and interact with web pages through a token-efficient, structured representation of each page rather than raw accessibility-tree dumps. Agents get compact page orientations, targeted element queries, and full interaction—clicking, typing, form filling, screenshots, and session management—while controlling how much detail is returned per call.
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  • Charlotte

    Oscarg6887
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    Enables AI agents to browse and interact with web pages through structured, token-efficient representations instead of full accessibility-tree dumps, returning compact page orientations, targeted element queries, and detail on demand. Agents can navigate, click, type, fill forms, manage tabs and sessions, and inspect console or network activity at a fraction of the usual context cost.
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  • Charlotte

    miyeon2821
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  • Charlotte

    denizkaramanlis35063
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  • substrate-browser

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Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.9/5.0

Scored across 26 tools

Disambiguation5/5

Each tool has a clearly distinct purpose, from navigation (navigate, go_back) to element interaction (click, hover, drag) to form handling (get_form, type). There is no overlap between tools; even similar operations like scroll and wheel are differentiated by mechanism.

Naming Consistency5/5

Tool names follow a consistent verb_noun pattern, using snake_case for multi-word names (e.g., close_page, list_pages, scroll_to). Single-word verbs (click, drag, hover) are also consistent. No mixing of conventions.

Tool Count4/5

With 26 tools covering navigation, interaction, form handling, network inspection, and canvas analysis, the count is slightly high but justified for a comprehensive browser automation server. Each tool serves a specific need, though a few might be consolidated.

Completeness3/5

The tool set covers most common browser automation tasks, but notable gaps exist: no explicit wait_for_element or wait_for_navigation, no JavaScript execution, and no cookie management. These omissions may require workarounds for certain scenarios.

Maintenance

ActivitySlowing
ResponsivenessLimited data

Resources