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 6 tools
Disambiguation4/5
Each tool has a distinct purpose: quick research vs deep research, resuming interrupted sessions, exporting results, and searching/calling tools. The descriptions clearly differentiate them, though research_web and research_deep could cause minor confusion if not carefully read.
Naming Consistency4/5
Tool names follow a mostly consistent verb_noun pattern in snake_case (research_web, research_deep, resume_research, export_research_session, search_tools, call_tool). The pattern is clear, though research_web and research_deep use qualifiers instead of straightforward nouns.
Tool Count5/5
6 tools is well-scoped for a research server. It covers quick research, deep research, session recovery, export, and tool discovery/execution without being overwhelming or sparse.
Completeness4/5
The tool surface covers the main research workflow: quick and deep research, resuming interrupted sessions, exporting results, and meta-tools for discovering and calling tools. Minor gaps like lack of a dedicated cancel or list historical sessions tool, but the set feels complete for most use cases.
Maintenance
ActivitySlowing
ResponsivenessNo issues