Loading ToolBench
48 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 |
| 2 | MarkSight Rinava/MarkSight create_skilldocument_metricsdocument_outline+2 | 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 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 6 | image-research-assistant BrianLusina/image-research-assistant fetch_wikipedia_infoget_image_descriptionload_image_from_path | 3 | <=2025-11-25 | 64/100 | C |
| 7 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 8 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 9 | Gobble JohnZolton/Gobble book_informationembed_bookget_transcript+15 | 18 | <=2025-11-25 | 60/100 | C |
| 10 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 11 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 12 | agent-mcp-deployment-templates aiagenta2z/agent-mcp-deployment-templates generate_covergenerate_social_imagetavily_search+3 | 6 | 2025-06-18+ | 59/100 | D |
| 13 | ai-daily-summary AlexisBalayre/ai-daily-summary get_articleget_sourceget_summary+5 | 8 | 2026-07-28+ | 58/100 | D |
| 14 | pillar pillarhq/pillar interact_with_pagerender_chartrender_metric+1 | 4 | 2026-07-28+ | 57/100 | D |
| 15 | openshift-mcp-server hardikvjoshi/openshift-mcp-server ask_llmconnect_clustercreate_namespace+16 | 19 | <=2025-11-25 | 56/100 | D |
| 16 | design-critique-mcp haasonsaas/design-critique-mcp analyze_accessibilityanalyze_color_schemeanalyze_layout+3 | 6 | 2026-07-28+ | 55/100 | D |
| 17 | adk-mcp-multimodal alphinside/adk-mcp-multimodal edit_product_assetgenerate_video_with_image | 2 | <=2025-11-25 | 53/100 | D |
| 18 | cloudforge sagoyanfisic/cloudforge delete_diagramgenerate_diagramgenerate_from_description+3 | 6 | <=2025-11-25 | 52/100 | D |
| 19 | mcp-server-demo OAI-Labs/mcp-server-demo analyze_imagecreate_videocreate_visualization+1 | 4 | 2026-07-28+ | 52/100 | D |
| 20 | nano-banana-mcp Riti0208/nano-banana-mcp analyze-imagebatch-generatecompare-images+5 | 8 | 2026-07-28+ | 52/100 | D |
| 21 | xhs-mcp ShunL12324/xhs-mcp add_accountcheck_login_statusdelete_draft+23 | 26 | 2026-07-28+ | 52/100 | D |
| 22 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 23 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 24 | Sicry dublen5269/Sicry sicry_asksicry_check_enginessicry_check_tor+6 | 9 | <=2025-11-25 | 48/100 | F |
| 25 | 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 |
| 26 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 27 | apicentric pmaojo/apicentric create_servicedelete_servicegenerate_service_from_prompt+8 | 11 | <=2025-11-25 | 47/100 | F |
| 28 | 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 |
| 29 | mcp_server_twitter Satyamsharmahp36/mcp_server_twitter addTwoNumberscreatePostpreviewEnhancedContent | 3 | 2026-07-28+ | 47/100 | F |
| 30 | pixel-surgeon-mcp j-east/pixel-surgeon-mcp edit_imagegenerate_imagegenerate_video+6 | 9 | 2026-07-28+ | 46/100 | F |
| 31 | 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 |
| 32 | MCP-Agent Darshana275/MCP-Agent actions_security_scangithub_scanrecommend_actions+1 | 4 | 2026-07-28+ | 44/100 | F |
| 33 | kuro-sre-mcp ArcVielLouvent/kuro-sre-mcp execute_approved_rollbacksget_analyzing_ticketssearch_kuro_runbook+1 | 4 | 2026-07-28+ | 44/100 | F |
| 34 | Document-Review-AI-Assistant LaurentVeyssier/Document-Review-AI-Assistant _log_run_web_search_implget_document_ui+2 | 5 | <=2025-11-25 | 43/100 | F |
| 35 | jarvis-mcp aumsathwara/jarvis-mcp append_pkgconfigure_pkgcreate_pipeline+23 | 26 | 2026-07-28+ | 43/100 | F |
| 36 | ioBroker.mcp-server Holger-Will/ioBroker.mcp-server anotatecreateScenecreateState+17 | 20 | 2026-07-28+ | 41/100 | F |
| 37 | MultiAgentPPT johnson7788/MultiAgentPPT DocumentSearchDocumentSearchDocumentSearch+2 | 5 | 2026-07-28+ | 40/100 | F |
| 38 | strudel-mcp-server williamzujkowski/strudel-mcp-server ai_assistanalyzeaudio_capture+23 | 26 | 2026-07-28+ | 40/100 | F |
| 39 | ymm4MCP SCPgamerscp/ymm4MCP ymm4_advancedymm4_interactymm4_preview | 3 | 2026-07-28+ | 39/100 | F |
| 40 | nano-banana-2-ai Atharvpatil112/nano-banana-2-ai authenticate_oauthcancel_generationdebug_session_refresh+10 | 13 | 2026-07-28+ | 33/100 | F |
| 41 | cursor-flow ronny-gans/cursor-flow cleanup_jobclose-devtoolsdetect_cursor+13 | 16 | 2026-07-28+ | 26/100 | F |
| 42 | xiaohongshu-mcp-python luyike221/xiaohongshu-mcp-python | 0 | 2026-07-28+ | 22/100 | F |
| 43 | iwac-mcp-server fmadore/iwac-mcp-server get_index_entrylist_locationslist_persons+2 | 5 | 2025-06-18+ | 16/100 | F |
| 44 | clawvisual clawvisual/clawvisual convertjob_statusregenerate_cover+1 | 4 | 2025-06-18+ | 12/100 | F |
| 45 | strapi-mcp-server dugleelabs/strapi-mcp-server create_content_from_researchcreate_entrydelete_entry+7 | 10 | 2025-06-18+ | 12/100 | F |
| 46 | production-ready-backend-builder-multi-agent-with-multi-tool-system- skyline-GTRr32/production-ready-backend-builder-multi-agent-with-multi-tool-system- build_backendcheck_importscreate_file_safely+12 | 15 | <=2025-11-25 | 8/100 | F |
| 47 | DataChat Samar-Bons/DataChat auth_health_checkget_current_user_infoget_profile+7 | 10 | 2026-07-28+ | 0/100 | F |
| 48 | PulseMetrics sdave0/PulseMetrics get_latest_failure_analysislist_active_signalssearch_history | 3 | 2026-07-28+ | 0/100 | F |