A
licenseNot graded
qualityB
maintenanceThis MCP server exposes an anti-detect Firefox browser that passes bot-detection tests, allowing LLMs to automate web interactions with humanized clicks and fingerprint randomization.
MIT
spectra-mcp
by LowOrbitLab
Related Servers
Alternatives to spectra-mcp
No user-submitted related servers found.
Related Servers
- FlicenseNot gradedqualityCmaintenanceAn MCP server that provides browser automation using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots.-
- AlicenseBqualityNot gradedmaintenanceA MCP server that provides browser automation tools, allowing users to navigate websites, take screenshots, click elements, fill forms, and execute JavaScript through Playwright.82Apache 2.0
- AlicenseNot gradedqualityNot gradedmaintenanceA Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.3,667 npm57-
- AlicenseNot gradedqualityDmaintenanceAn MCP server that enables AI-powered browser automation, web scraping, and testing using Playwright across Chromium, Firefox, and WebKit. It allows users to perform actions like navigation, clicking, typing, and taking screenshots through natural language interfaces.6 npmMIT
- AlicenseNot gradedqualityCmaintenanceAn MCP server that enables AI agents to automate browser interactions using Playwright and Cloudflare Workers, supporting tasks like navigation, clicking, typing, and screenshots.7,044 npmApache 2.0
TDQS
B3.2/5.0
Scored across 19 tools
Disambiguation4/5
Most tools map to a clearly distinct action on the browser or binary. Minor overlap exists among content-extraction tools (browser_snapshot, browser_get_text, browser_find_text) and among input tools (browser_set_value_ref, browser_type_text_ref, browser_set_form_values), but descriptions differentiate them well enough that misselection is unlikely.
Naming Consistency4/5
The set is dominated by a consistent browser_verb_noun pattern, with action-oriented suffixes (click_ref, set_value_ref). The only deviation is the two binary_* tools, which themselves share a coherent verb_noun pattern, so the naming remains predictable overall.
Tool Count4/5
19 tools is slightly heavy but justified by genuine browser-automation breadth (lifecycle, tabs, navigation, interaction, extraction, waiting) plus binary management. Almost every tool covers a distinct capability, with little redundancy.
Completeness4/5
Core lifecycle (start/stop/status/reload/navigate), tab handling, form interaction, content extraction, waiting, and binary install/verify are covered, giving a nearly complete surface. Gaps remain for close-tab, keyboard/hover/scroll or drag actions, and cookie/download control, but agents can largely work around these.
Maintenance
ActivityStale
ResponsivenessNo issues