A
licenseA
qualityC
maintenanceEnables Claude to analyze codebases, search the web, process images, and brainstorm ideas using Gemini's massive context window.
9
70
36
MIT
Gemini MCP Server
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TDQS
A3.6/5.0
Scored across 19 tools
Disambiguation4/5
Tools have largely distinct purposes, but analyze_image and describe_image are somewhat overlapping (both analyze/describe images, return text). Similarly, gemini_chat, gemini_agent, and gemini_deep_research all involve interacting with Gemini but with different scopes, which could cause confusion. Most other tools are clearly differentiated.
Naming Consistency3/5
Naming follows two conventions: gemini_ prefix for core interactions (gemini_chat, gemini_agent, etc.) and verb_noun for task-specific tools (analyze_image, generate_image, etc.). However, there are single-word names (ocr, transcribe) and inconsistent verb forms (extract_structured_data, load_image_from_path). The pattern is not uniform.
Tool Count4/5
19 tools cover a broad range of Gemini capabilities (image, video, audio, text, agent, research, etc.). While the count is slightly high, each tool serves a distinct function and the scope justifies the number. Some consolidation (e.g., merging analyze_image and describe_image) could reduce count without loss.
Completeness4/5
The toolset comprehensively covers Gemini's multimodal features: image analysis and generation, video, audio transcription, OCR, structured extraction, code generation, and autonomous agents. Minor gaps include no dedicated audio file loading tool (audio is handled via transcribe with file_path) and no deletion/update tools, but these are not essential for the server's purpose.
Maintenance
ActivitySlowing
ResponsivenessSyncing