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108 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 | B |
| 2 | orionbelt-analytics ralfbecher/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 77/100 | B |
| 3 | skysql-mcp skysqlinc/skysql-mcp ask_agentdelete_dblaunch_serverless_db+1 | 4 | <=2025-11-25 | 75/100 | B |
| 4 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 5 | MarkSight Rinava/MarkSight create_skilldocument_metricsdocument_outline+2 | 5 | 2026-07-28+ | 70/100 | B |
| 6 | plydb kineticloom/plydb get_semantic_contextquery | 2 | 2025-06-18+ | 69/100 | C |
| 7 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 8 | veritas project-89/veritas donefetch_signalsget_narrative_context+3 | 6 | <=2025-11-25 | 69/100 | C |
| 9 | MOSAIC SohamChaudhari2004/MOSAIC generate_clipsget_video_infolist_videos+6 | 9 | 2026-07-28+ | 68/100 | C |
| 10 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 11 | orionbelt-analytics ralforion/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 66/100 | C |
| 12 | wordpress-agentic-ui-generator mnfst/wordpress-agentic-ui-generator get_postlist_posts | 2 | 2025-06-18+ | 66/100 | C |
| 13 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 14 | image-research-assistant BrianLusina/image-research-assistant fetch_wikipedia_infoget_image_descriptionload_image_from_path | 3 | <=2025-11-25 | 64/100 | C |
| 15 | manim-mcp paulnegz/manim-mcp delete_renderedit_animationgenerate_animation+2 | 5 | 2026-07-28+ | 64/100 | C |
| 16 | phpMyFAQ thorsten/phpMyFAQ faq_search | 1 | 2025-06-18+ | 64/100 | C |
| 17 | kf-mcp-servers ShadowWalker2014/kf-mcp-servers cms_activate_versioncms_delete_filecms_discard_draft+14 | 17 | 2026-07-28+ | 63/100 | C |
| 18 | nlsql-mcp-server-npm tushar-badhwar/nlsql-mcp-server-npm analyze_schemaconnectconnect_database+14 | 17 | <=2025-11-25 | 63/100 | C |
| 19 | contextkit Quiet-Victory-Labs/contextkit db_describe_tabledb_list_schemasdb_list_tables+11 | 14 | 2026-07-28+ | 62/100 | C |
| 20 | Gobble JohnZolton/Gobble book_informationembed_bookget_transcript+15 | 18 | <=2025-11-25 | 60/100 | C |
| 21 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 22 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 23 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 24 | agent-mcp-deployment-templates aiagenta2z/agent-mcp-deployment-templates generate_covergenerate_social_imagetavily_search+3 | 6 | 2025-06-18+ | 59/100 | D |
| 25 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 26 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 27 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 28 | ai-daily-summary AlexisBalayre/ai-daily-summary get_articleget_sourceget_summary+5 | 8 | 2026-07-28+ | 58/100 | D |
| 29 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 30 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 31 | pillar pillarhq/pillar interact_with_pagerender_chartrender_metric+1 | 4 | 2026-07-28+ | 57/100 | D |
| 32 | mcp.backyardbrains.com BackyardBrains/mcp.backyardbrains.com metabase_create_cardmetabase_execute_cardmetabase_execute_sql+14 | 17 | <=2025-11-25 | 56/100 | D |
| 33 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 34 | design-critique-mcp haasonsaas/design-critique-mcp analyze_accessibilityanalyze_color_schemeanalyze_layout+3 | 6 | 2026-07-28+ | 55/100 | D |
| 35 | kyomi-connect kyomi-ai/kyomi-connect dry_runexecute_queryexecute_query_stream_arrow+1 | 4 | <=2025-11-25 | 55/100 | D |
| 36 | ohsee redbuilding/ohsee create_designcreate_hubspot_marketing_emailexecute_sql_query_tool+17 | 20 | <=2025-11-25 | 55/100 | D |
| 37 | data-planning-agent opendedup/data-planning-agent continue_conversationgenerate_data_prpstart_planning_session | 3 | <=2025-11-25 | 54/100 | D |
| 38 | publisher malloydata/publisher get_contextlist_packagesquery | 3 | 2026-07-28+ | 54/100 | D |
| 39 | adk-mcp-multimodal alphinside/adk-mcp-multimodal edit_product_assetgenerate_video_with_image | 2 | <=2025-11-25 | 53/100 | D |
| 40 | mcp-local-wp verygoodplugins/mcp-local-wp mysql_current_sitemysql_list_sitesmysql_query+2 | 5 | 2026-07-28+ | 53/100 | D |
| 41 | orionbelt-semantic-layer ralfbecher/orionbelt-semantic-layer Compile Advanced QueryCompile QueryDescribe Model+27 | 30 | 2026-07-28+ | 53/100 | D |
| 42 | mcp-server-demo OAI-Labs/mcp-server-demo analyze_imagecreate_videocreate_visualization+1 | 4 | 2026-07-28+ | 52/100 | D |
| 43 | nano-banana-mcp Riti0208/nano-banana-mcp analyze-imagebatch-generatecompare-images+5 | 8 | 2026-07-28+ | 52/100 | D |
| 44 | osoba redbuilding/osoba create_designcreate_hubspot_marketing_emailcreate_workspace+20 | 23 | <=2025-11-25 | 52/100 | D |
| 45 | xhs-mcp ShunL12324/xhs-mcp add_accountcheck_login_statusdelete_draft+23 | 26 | 2026-07-28+ | 52/100 | D |
| 46 | Aix-DB apconw/Aix-DB ask_usersql_db_list_tablessql_db_query+1 | 4 | <=2025-11-25 | 50/100 | D |
| 47 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 48 | erp-report-engine gulmezeren2-byte/erp-report-engine agingcheck_querydescribe_model+3 | 6 | 2026-07-28+ | 50/100 | D |
| 49 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 50 | 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 |