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71 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | neoimage looptech-ai/neoimage generate_image_geminigenerate_image_openai | 2 | 2026-07-28+ | 71/100 | B |
| 2 | pixelforge-mcp |
| 14 |
| <=2025-11-25 |
| 68/100 |
| C |
| 3 | image-gen-mcp simonChoi034/image-gen-mcp edit_imagegenerate_imageget_model_capabilities | 3 | 2025-06-18+ | 66/100 | C |
| 4 | zotero-chunk-mcp ccam80/zotero-chunk-mcp get_documentget_index_statssearch+1 | 4 | <=2025-11-25 | 65/100 | C |
| 5 | SpriteGameGen Nether403/SpriteGameGen animate_spriteenhance_promptexport_character_bundle+7 | 10 | 2026-07-28+ | 64/100 | C |
| 6 | claude-image-gen guinacio/claude-image-gen create_asset | 1 | 2025-06-18+ | 64/100 | C |
| 7 | mcp-game-asset-gen Flux159/mcp-game-asset-gen falai_edit_imagefalai_generate_imagegemini_generate_image+8 | 11 | 2026-07-28+ | 64/100 | C |
| 8 | nlp2sql luiscarbonel1991/nlp2sql ask_databaseexplain_sqlexplore_schema+2 | 5 | <=2025-11-25 | 64/100 | C |
| 9 | organon-create-image aurynsinclair/organon-create-image generate_image | 1 | 2026-07-28+ | 62/100 | C |
| 10 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 11 | Horizon Thysrael/Horizon hz_enrich_itemshz_fetch_itemshz_filter_items+8 | 11 | 2026-07-28+ | 60/100 | C |
| 12 | Try_make_mcp demo112/Try_make_mcp apply_suggestions_to_docbuild_projectconvert_to_excel+27 | 30 | <=2025-11-25 | 60/100 | C |
| 13 | gemini-mcp-pro marmyx77/gemini-mcp-pro ask_modelgemini_analyze_codebasegemini_analyze_image+18 | 21 | <=2025-11-25 | 60/100 | C |
| 14 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 15 | Reddit-MCP-Server pvdsan/Reddit-MCP-Server create_vector_databasefetch_and_searchreturn_gemini_response+2 | 5 | 2026-07-28+ | 59/100 | D |
| 16 | open-ocr-cli cyanxxy/open-ocr-cli analyze_document_structureextract_fields_batchre_ocr_region | 3 | 2026-07-28+ | 59/100 | D |
| 17 | gemini-image-gen-mcp collactivelabs/gemini-image-gen-mcp generate_imagegenerate_videogenerate_video_from_image | 3 | <=2025-11-25 | 58/100 | D |
| 18 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 19 | AI-Powered-PDF-Accessibility AIScientists-Dev/AI-Powered-PDF-Accessibility add_alt_textadd_latex_alt_textadd_latex_preamble+7 | 10 | <=2025-11-25 | 57/100 | D |
| 20 | nano-banana-pro-mcp easy-to-use-ai/nano-banana-pro-mcp describe_imageedit_imagegenerate_image | 3 | 2026-07-28+ | 57/100 | D |
| 21 | video-editing-mcp-server IbrarArif/video-editing-mcp-server add_audio_to_videoadd_simple_subtitles_to_videoadd_text_overlay+17 | 20 | 2026-07-28+ | 57/100 | D |
| 22 | imgx-mcp somacoffeekyoto/imgx-mcp edit_imageedit_lastgenerate_image | 3 | <=2025-11-25 | 56/100 | D |
| 23 | Image-This-MCP GalaxyXieyu/Image-This-MCP generate_imageget_image_jobimg_generate+5 | 8 | 2025-06-18+ | 55/100 | D |
| 24 | VibeGraphics automateyournetwork/VibeGraphics banana_generateveo_generate_videovibe_animate_from_spec+3 | 6 | <=2025-11-25 | 55/100 | D |
| 25 | ai-vision-mcp tan-yong-sheng/ai-vision-mcp analyze_imageanalyze_videoaudit_design+2 | 5 | <=2025-11-25 | 55/100 | D |
| 26 | family-guy-imagen-mcp harshdoesdev/family-guy-imagen-mcp convertToFamilyGuyvalidate | 2 | 2026-07-28+ | 55/100 | D |
| 27 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 28 | json-ghost-mannequin-pipeline peterpeeterspeter/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 54/100 | D |
| 29 | mcp-visgen reymondzzzz/mcp-visgen generate_imagelist_generated_imagesrefine_image_prompt | 3 | 2026-07-28+ | 54/100 | D |
| 30 | image-gen ebeloded/image-gen generateGeminiImagegenerateGrokImagegenerateOpenAIImage | 3 | 2026-07-28+ | 52/100 | D |
| 31 | mcp-content-pipeline berkayyildirim/mcp-content-pipeline analyse_videoanalyse_x_feedbatch_analyse+3 | 6 | 2026-07-28+ | 52/100 | D |
| 32 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 33 | gemini-image-mcp trevoruptain/gemini-image-mcp edit_imagegenerate_image | 2 | 2026-07-28+ | 51/100 | D |
| 34 | google-genmedia-mcp shiiman/google-genmedia-mcp combine_audio_videogenerate_imagegenerate_music+4 | 7 | <=2025-11-25 | 51/100 | D |
| 35 | pixelforge-mcp freema/pixelforge-mcp forge_animationforge_backgroundforge_item_kit+5 | 8 | <=2025-11-25 | 51/100 | D |
| 36 | xhs-image-mcp dthinkr/xhs-image-mcp estimate_pagesfile_to_imageslist_themes+1 | 4 | 2026-07-28+ | 51/100 | D |
| 37 | json-ghost-mannequin-pipeline awekakwe/json-ghost-mannequin-pipeline analyze-garment-qualitydebug-pipeline-stepget-pipeline-status+2 | 5 | <=2025-11-25 | 50/100 | D |
| 38 | gemini-nanobanana-mcp Junhan2/gemini-nanobanana-mcp compose_imagesedit_imagegenerate_image+1 | 4 | <=2025-11-25 | 49/100 | F |
| 39 | mcp-server-gemini-image-generator qhdrl12/mcp-server-gemini-image-generator chat_about_imagegenerate_image_from_texttransform_image_from_encoded | 3 | <=2025-11-25 | 48/100 | F |
| 40 | image-gen-mcp lansespirit/image-gen-mcp delete_imageedit_imageestimate_generation_cost+9 | 12 | <=2025-11-25 | 47/100 | F |
| 41 | video-pipeline-mvp chenyuxiaojin/video-pipeline-mvp create_storyboarddownload_projectedit_storyboard+4 | 7 | 2026-07-28+ | 47/100 | F |
| 42 | GeminiImageMCP sungmin-koo-ai/GeminiImageMCP generate_image_from_texttransform_image_from_encoded | 2 | <=2025-11-25 | 46/100 | F |
| 43 | ai-command mcp-wp/ai-command mcp_server_addmcp_server_listmcp_server_remove+2 | 5 | <=2025-11-25 | 46/100 | F |
| 44 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 45 | dataagents HotTechStack/dataagents checkN8nHealthdebugEnvironmentresetConversation+12 | 15 | 2026-07-28+ | 45/100 | F |
| 46 | langgraph-claude-azure-mcp mm-repos/langgraph-claude-azure-mcp format_documentssearch_and_analyzesearch_and_summarize+1 | 4 | <=2025-11-25 | 45/100 | F |
| 47 | mcp-banana-image Trigi-Digital/mcp-banana-image analyze_imageblend_imagesconvert_image+12 | 15 | <=2025-11-25 | 45/100 | F |
| 48 | video-research-mcp Galbaz1/video-research-mcp audio_generatecontent_analyzecontent_batch_analyze+13 | 16 | 2026-07-28+ | 45/100 | F |
| 49 | MCP-Excel-Manager DCode-v05/MCP-Excel-Manager append_rowlist_excel_filesread_range+2 | 5 | <=2025-11-25 | 44/100 | F |
| 50 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |