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87 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 | snippets cheolwanpark/snippets search | 1 | 2026-07-28+ | 67/100 | C |
| 7 | image-research-assistant BrianLusina/image-research-assistant fetch_wikipedia_infoget_image_descriptionload_image_from_path | 3 | <=2025-11-25 | 64/100 | C |
| 8 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 9 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 10 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 | <=2025-11-25 | 62/100 | C |
| 11 | Gobble JohnZolton/Gobble book_informationembed_bookget_transcript+15 | 18 | <=2025-11-25 | 60/100 | C |
| 12 | PA-major meghnamankotia/PA-major createCalendarEventcreateGoogleDocgenerateMindMap+7 | 10 | <=2025-11-25 | 60/100 | C |
| 13 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 14 | codebase-mcp danyQe/codebase-mcp edit_toolgit_toolindex_tool+5 | 8 | 2026-07-28+ | 60/100 | C |
| 15 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 16 | agent-mcp-deployment-templates aiagenta2z/agent-mcp-deployment-templates generate_covergenerate_social_imagetavily_search+3 | 6 | 2025-06-18+ | 59/100 | D |
| 17 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 18 | ai-daily-summary AlexisBalayre/ai-daily-summary get_articleget_sourceget_summary+5 | 8 | 2026-07-28+ | 58/100 | D |
| 19 | mobile-device-mcp saranshbamania/mobile-device-mcp analyze_screendouble_tapextract_text+34 | 37 | 2026-07-28+ | 57/100 | D |
| 20 | pillar pillarhq/pillar interact_with_pagerender_chartrender_metric+1 | 4 | 2026-07-28+ | 57/100 | D |
| 21 | vue-mcp joelbarmettlerUZH/vue-mcp ecosystem_searchnuxt_api_lookupnuxt_docs_search+11 | 14 | <=2025-11-25 | 57/100 | D |
| 22 | MCP-TEST-Agent Harsha-Kumar-06/MCP-TEST-Agent check_pto_balancecheck_system_statuscreate_support_ticket+12 | 15 | 2026-07-28+ | 56/100 | D |
| 23 | code-summarizer nicobailon/code-summarizer set_configsummarize_directorysummarize_file | 3 | 2026-07-28+ | 56/100 | D |
| 24 | conductor-tasks hridaya423/conductor-tasks add-task-notecreate-taskcreate-task-from-template+18 | 21 | <=2025-11-25 | 56/100 | D |
| 25 | mcp-codebase-index NgoTaiCo/mcp-codebase-index check_indexenhance_promptenhancement_telemetry+6 | 9 | 2026-07-28+ | 56/100 | D |
| 26 | design-critique-mcp haasonsaas/design-critique-mcp analyze_accessibilityanalyze_color_schemeanalyze_layout+3 | 6 | 2026-07-28+ | 55/100 | D |
| 27 | web-eval-agent refreshdotdev/web-eval-agent setup_browser_stateweb_eval_agent | 2 | <=2025-11-25 | 55/100 | D |
| 28 | code-portal-mcp TylerALofall/code-portal-mcp ai_uicreate_desktop_shortcutcreate_project+21 | 24 | <=2025-11-25 | 54/100 | D |
| 29 | vercel-ai-docs-mcp IvanAmador/vercel-ai-docs-mcp agent-queryclear-memorydirect-query | 3 | 2026-07-28+ | 54/100 | D |
| 30 | adk-mcp-multimodal alphinside/adk-mcp-multimodal edit_product_assetgenerate_video_with_image | 2 | <=2025-11-25 | 53/100 | D |
| 31 | code-review-mcp praneybehl/code-review-mcp perform_code_review | 1 | <=2025-11-25 | 53/100 | D |
| 32 | clangaroo jasondk/clangaroo cpp_analyze_call_patternscpp_analyze_functioncpp_analyze_with_ai+16 | 19 | <=2025-11-25 | 52/100 | D |
| 33 | mcp-server-demo OAI-Labs/mcp-server-demo analyze_imagecreate_videocreate_visualization+1 | 4 | 2026-07-28+ | 52/100 | D |
| 34 | nano-banana-mcp Riti0208/nano-banana-mcp analyze-imagebatch-generatecompare-images+5 | 8 | 2026-07-28+ | 52/100 | D |
| 35 | xhs-mcp ShunL12324/xhs-mcp add_accountcheck_login_statusdelete_draft+23 | 26 | 2026-07-28+ | 52/100 | D |
| 36 | SpectraScout avdhootpatankar/SpectraScout clear_all_opportunitiesclear_chat_historycomplete_task+17 | 20 | <=2025-11-25 | 51/100 | D |
| 37 | ai-changelog-generator entro314-labs/ai-changelog-generator analyze_current_changesanalyze_repositoryconfigure_providers+1 | 4 | 2025-06-18+ | 51/100 | D |
| 38 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 39 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 40 | first-mcp nvd11/first-mcp get_repo_listgreetmultiply | 3 | <=2025-11-25 | 50/100 | D |
| 41 | Sicry dublen5269/Sicry sicry_asksicry_check_enginessicry_check_tor+6 | 9 | <=2025-11-25 | 48/100 | F |
| 42 | 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 |
| 43 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 44 | ai_Ml_c_mcp saumya1317/ai_Ml_c_mcp get_commitsget_discussionsget_issues+5 | 8 | 2026-07-28+ | 47/100 | F |
| 45 | apicentric pmaojo/apicentric create_servicedelete_servicegenerate_service_from_prompt+8 | 11 | <=2025-11-25 | 47/100 | F |
| 46 | 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 |
| 47 | mcp_server_twitter Satyamsharmahp36/mcp_server_twitter addTwoNumberscreatePostpreviewEnhancedContent | 3 | 2026-07-28+ | 47/100 | F |
| 48 | MY_FIRST_MCP_SERVER karthik-s092003/MY_FIRST_MCP_SERVER addcreate_foldersgenerate_and_write_files+4 | 7 | <=2025-11-25 | 46/100 | F |
| 49 | cosa-sai M-Gonzalo/cosa-sai can_x_be_donehints_for_problemhow_to_do_x+1 | 4 | <=2025-11-25 | 46/100 | F |
| 50 | pixel-surgeon-mcp j-east/pixel-surgeon-mcp edit_imagegenerate_imagegenerate_video+6 | 9 | 2026-07-28+ | 46/100 | F |