A
licenseNot graded
qualityC
maintenanceMCP server that runs Google Gemini Deep Research using live Chrome session cookies, enabling autonomous web research and cited report generation without an API key.
3
MIT
Gemini Research MCP Server
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TDQS
A3.7/5.0
Scored across 9 tools
Disambiguation3/5
The research tools are mostly distinguishable by depth, latency, and explicit use-case guidance, but research_run, research_deep, research_deep_max, and research_web have nuanced overlapping intent. The generic search_tools/call_tool pair is clear as meta-tools but sits outside the research workflow.
Naming Consistency4/5
All names use snake_case and are readable, with a clear research_* family and verb_noun-style lifecycle/meta tools. The convention is not perfectly uniform because some tools use noun-prefixed research_* names while others start with a verb, but this is a minor deviation.
Tool Count5/5
Nine tools is well-scoped for a research server with quick web lookup, deep research variants, comparison, resume/export lifecycle, and meta-tool discovery. Each tool appears to serve a distinct workflow rather than inflating the surface unnecessarily.
Completeness3/5
The surface covers research web/deep/max/compare, resume, and export, but research_run explicitly relies on get_research_run, which is not present, leaving background research jobs with no stated way to inspect or recover results. Similarly, resume_research references list_research_sessions, which is absent from the tool set.
Maintenance
ActivityMaintained
ResponsivenessNo issues