A
licenseA
qualityD
maintenanceMCP server for Google's Gemini API, enabling text, image, video, speech, embeddings, and deep research capabilities through a single tool set.
10
MIT
MCP Gemini CrunchTools
by crunchtools
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TDQS
C2.8/5.0
Scored across 39 tools
Disambiguation2/5
Many tools overlap: multiple image generation/editing tools (gemini_generate_image_tool, gemini_imagen_generate_tool, gemini_generate_image_with_input_tool, gemini_start_image_edit_tool), multiple document analysis tools (analyze_document, summarize_pdf, extract_tables), multiple URL tools (analyze_url, compare_urls, extract_from_url), and general query/analyze/summarize/brainstorm tools. Descriptions help but boundaries are fuzzy, risking misselection.
Naming Consistency4/5
All tools use snake_case with a consistent 'gemini_' prefix and '_tool' suffix. However, some names lack an action verb (gemini_youtube_tool, gemini_dialogue_tool, gemini_structured_tool) and word order varies (gemini_imagen_generate_tool vs gemini_generate_image_tool), preventing a perfect score.
Tool Count2/5
39 tools is well above the recommended 3-15 range and exceeds the 25-tool threshold for 'too many.' While the server covers many modalities, the count suggests redundant or overly granular tooling that could be consolidated.
Completeness4/5
The toolset covers a wide range of Gemini capabilities: image/video/audio generation, document/URL/YouTube analysis, research, caching, structured output, token counting, and code execution. Minor gaps exist (e.g., no speech-to-text, no model listing, no embedding generation), but core workflows are well supported.
Maintenance
ActivityActive
ResponsivenessWithin a week