Loading ToolBench
43 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 2 | MarkSight Rinava/MarkSight |
| 5 |
| 2026-07-28+ |
| 70/100 |
| B |
| 3 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 4 | MOSAIC SohamChaudhari2004/MOSAIC generate_clipsget_video_infolist_videos+6 | 9 | 2026-07-28+ | 68/100 | C |
| 5 | image-research-assistant BrianLusina/image-research-assistant fetch_wikipedia_infoget_image_descriptionload_image_from_path | 3 | <=2025-11-25 | 64/100 | C |
| 6 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 7 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 8 | Gobble JohnZolton/Gobble book_informationembed_bookget_transcript+15 | 18 | <=2025-11-25 | 60/100 | C |
| 9 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 10 | agent-mcp-deployment-templates aiagenta2z/agent-mcp-deployment-templates generate_covergenerate_social_imagetavily_search+3 | 6 | 2025-06-18+ | 59/100 | D |
| 11 | ai-daily-summary AlexisBalayre/ai-daily-summary get_articleget_sourceget_summary+5 | 8 | 2026-07-28+ | 58/100 | D |
| 12 | pillar pillarhq/pillar interact_with_pagerender_chartrender_metric+1 | 4 | 2026-07-28+ | 57/100 | D |
| 13 | MCP-TEST-Agent Harsha-Kumar-06/MCP-TEST-Agent check_pto_balancecheck_system_statuscreate_support_ticket+12 | 15 | 2026-07-28+ | 56/100 | D |
| 14 | design-critique-mcp haasonsaas/design-critique-mcp analyze_accessibilityanalyze_color_schemeanalyze_layout+3 | 6 | 2026-07-28+ | 55/100 | D |
| 15 | adk-mcp-multimodal alphinside/adk-mcp-multimodal edit_product_assetgenerate_video_with_image | 2 | <=2025-11-25 | 53/100 | D |
| 16 | mcp-server-demo OAI-Labs/mcp-server-demo analyze_imagecreate_videocreate_visualization+1 | 4 | 2026-07-28+ | 52/100 | D |
| 17 | nano-banana-mcp Riti0208/nano-banana-mcp analyze-imagebatch-generatecompare-images+5 | 8 | 2026-07-28+ | 52/100 | D |
| 18 | xhs-mcp ShunL12324/xhs-mcp add_accountcheck_login_statusdelete_draft+23 | 26 | 2026-07-28+ | 52/100 | D |
| 19 | Expenses-Tracker---MCP-Server-_Client Surya-KF/Expenses-Tracker---MCP-Server-_Client add_expenseanalyze_expenses_with_aidelete_expense+2 | 5 | 2026-07-28+ | 49/100 | F |
| 20 | ai-creative-studio-adk-a2a-mcp-vertexai-cloudrun Saoussen-CH/ai-creative-studio-adk-a2a-mcp-vertexai-cloudrun brand_strategistcopywritercritic+3 | 6 | <=2025-11-25 | 48/100 | F |
| 21 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 22 | imagen-3.0-generate-google-mcp-server falahgs/imagen-3.0-generate-google-mcp-server create_image_htmlgenerate_images | 2 | 2026-07-28+ | 47/100 | F |
| 23 | mcp_server_twitter Satyamsharmahp36/mcp_server_twitter addTwoNumberscreatePostpreviewEnhancedContent | 3 | 2026-07-28+ | 47/100 | F |
| 24 | finAgent gazitanbhir/finAgent add_manual_transactioncategorize_expensecreate_invoice+11 | 14 | 2026-07-28+ | 46/100 | F |
| 25 | pixel-surgeon-mcp j-east/pixel-surgeon-mcp edit_imagegenerate_imagegenerate_video+6 | 9 | 2026-07-28+ | 46/100 | F |
| 26 | Gemini-AI-Media-Generator-MCP-Server Dan6200/Gemini-AI-Media-Generator-MCP-Server generate_and_save_imagegenerate_images_from_list | 2 | 2026-07-28+ | 45/100 | F |
| 27 | excel-master-mcp Lipdog/excel-master-mcp create_workbookprocess_financial_problemread_worksheet+1 | 4 | 2026-07-28+ | 45/100 | F |
| 28 | DocuExtract mhosigiri/DocuExtract delete_documentget_documentget_extracted_data+6 | 9 | 2026-07-28+ | 44/100 | F |
| 29 | Document-Review-AI-Assistant LaurentVeyssier/Document-Review-AI-Assistant _log_run_web_search_implget_document_ui+2 | 5 | <=2025-11-25 | 43/100 | F |
| 30 | MultiAgentPPT johnson7788/MultiAgentPPT DocumentSearchDocumentSearchDocumentSearch+2 | 5 | 2026-07-28+ | 40/100 | F |
| 31 | strudel-mcp-server williamzujkowski/strudel-mcp-server ai_assistanalyzeaudio_capture+23 | 26 | 2026-07-28+ | 40/100 | F |
| 32 | mcp-toolbox sithu/mcp-toolbox analyze_invoicecreate-invoicegenerate_invoice+2 | 5 | 2026-07-28+ | 39/100 | F |
| 33 | ymm4MCP SCPgamerscp/ymm4MCP ymm4_advancedymm4_interactymm4_preview | 3 | 2026-07-28+ | 39/100 | F |
| 34 | go-mcp victorvbello/go-mcp generate-wealthy-plan | 1 | 2025-06-18+ | 38/100 | F |
| 35 | high-mcp vatsamanoj/high-mcp apply_patchesauto_fix_configblock_provider+17 | 20 | <=2025-11-25 | 37/100 | F |
| 36 | nano-banana-2-ai Atharvpatil112/nano-banana-2-ai authenticate_oauthcancel_generationdebug_session_refresh+10 | 13 | 2026-07-28+ | 33/100 | F |
| 37 | cursor-flow ronny-gans/cursor-flow cleanup_jobclose-devtoolsdetect_cursor+13 | 16 | 2026-07-28+ | 26/100 | F |
| 38 | xiaohongshu-mcp-python luyike221/xiaohongshu-mcp-python | 0 | 2026-07-28+ | 22/100 | F |
| 39 | KenyaRe_Hackathon derak-isaack/KenyaRe_Hackathon | 0 | 2026-07-28+ | 16/100 | F |
| 40 | iwac-mcp-server fmadore/iwac-mcp-server get_index_entrylist_locationslist_persons+2 | 5 | 2025-06-18+ | 16/100 | F |
| 41 | clawvisual clawvisual/clawvisual convertjob_statusregenerate_cover+1 | 4 | 2025-06-18+ | 12/100 | F |
| 42 | strapi-mcp-server dugleelabs/strapi-mcp-server create_content_from_researchcreate_entrydelete_entry+7 | 10 | 2025-06-18+ | 12/100 | F |
| 43 | monitoring-mcp nestorzamili/monitoring-mcp | 0 | 2026-07-28+ | 0/100 | F |