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6,222 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2651 | mcp-python-tutorial jhj0517/mcp-python-tutorial create_postcreate_usersearch_posts | 3 |
| 2026-07-28+ |
| 51/100 |
| D |
| 2652 | mcp-research-server-on-EC2 CyprianFusi/mcp-research-server-on-EC2 delete_research_topicdelete_research_topicget_topic_info+7 | 10 | 2026-07-28+ | 51/100 | D |
| 2653 | mcp-security-scanner rohitdhamija/mcp-security-scanner scan_directorysmart_scanvalidate_key | 3 | 2026-07-28+ | 51/100 | D |
| 2654 | mcp-server Andy-Corrigan-98/mcp-server configuration_categoriesconfiguration_getconfiguration_list+5 | 8 | 2026-07-28+ | 51/100 | D |
| 2655 | mcp-server-chatsum chatmcp/mcp-server-chatsum query_chat_messages | 1 | 2026-07-28+ | 51/100 | D |
| 2656 | mcp-server-database kogunlowo123/mcp-server-database describe_tableexecute_migrationget_schema+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2657 | mcp-server-fetch-python tatn/mcp-server-fetch-python get-markdownget-markdown-from-mediaget-raw-text+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2658 | mcp-spring-demo jonghough/mcp-spring-demo create_appointmentdelete_appointment | 2 | 2026-07-28+ | 51/100 | D |
| 2659 | mcp-sqlite cnosuke/mcp-sqlite create_tabledescribe_tablelist_tables+2 | 5 | <=2025-11-25 | 51/100 | D |
| 2660 | mcp-streamlit talrejanikhil/mcp-streamlit get_alertsget_forecast | 2 | 2026-07-28+ | 51/100 | D |
| 2661 | mcp-tools dlightyupgrade/mcp-tools check_tool_requirementsechoget_system_info+1 | 4 | <=2025-11-25 | 51/100 | D |
| 2662 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 2663 | mcp_remote_server kuhu2707/mcp_remote_server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 51/100 | D |
| 2664 | mcp_server Staks-sor/mcp_server check_versionsexplain_querykill_port_hog+1 | 4 | <=2025-11-25 | 51/100 | D |
| 2665 | memoir camgitt/memoir memoir_work_checkmemoir_work_recordmemoir_work_resume+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2666 | memory-mcp-server abhihyder/memory-mcp-server add_to_memoryget_contextual_memory | 2 | <=2025-11-25 | 51/100 | D |
| 2667 | memory-shell-mcp RuoJi6/memory-shell-mcp download_detector_toolsexecute_command | 2 | 2026-07-28+ | 51/100 | D |
| 2668 | mnemo-mcp n24q02m/mnemo-mcp confighelpmemory+7 | 10 | <=2025-11-25 | 51/100 | D |
| 2669 | multi-memory-mcp DanNsk/multi-memory-mcp add_observationscreate_entitiescreate_relations+8 | 11 | 2026-07-28+ | 51/100 | D |
| 2670 | mysql-mcp-server sajithamma/mysql-mcp-server describe_tablelist_tablesrun_query | 3 | 2026-07-28+ | 51/100 | D |
| 2671 | nexus-dev mmornati/nexus-dev ask_agentfind_callersfind_implementations+26 | 29 | <=2025-11-25 | 51/100 | D |
| 2672 | nsaf-mcp-server ariunbolor/nsaf-mcp-server cluster_tasks_quantumget_nsaf_statusget_task_status+5 | 8 | 2026-07-28+ | 51/100 | D |
| 2673 | obsidian-mcp-macros ianyimi/obsidian-mcp-macros execute_macroget_macro_infolist_macros+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2674 | ollama-agent-cli KishinInfoSec/ollama-agent-cli analyze_risk_levelcopy_filecreate_directory+14 | 17 | 2026-07-28+ | 51/100 | D |
| 2675 | ollama-mcp-server hyzhak/ollama-mcp-server chat_completioncpcreate+6 | 9 | 2026-07-28+ | 51/100 | D |
| 2676 | onboardai shahzain-lab/onboardai create_taskcreate_userget_task+7 | 10 | <=2025-11-25 | 51/100 | D |
| 2677 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 2678 | otoroshi-llm-extension cloud-apim/otoroshi-llm-extension get_current_timeget_current_timeget_current_time+5 | 8 | 2026-07-28+ | 51/100 | D |
| 2679 | plugin-devtools-devops orchestra-mcp/plugin-devtools-devops devops_deploydevops_env_varsdevops_list_deployments+5 | 8 | 2026-07-28+ | 51/100 | D |
| 2680 | pocket-data-scientist Real4LA/pocket-data-scientist compare_columnscorrelation_matrixdata_quality_report+10 | 13 | 2025-06-18+ | 51/100 | D |
| 2681 | polyg-mcp Captain-Jay29/polyg-mcp add_causal_linkadd_conceptadd_entity+12 | 15 | 2025-06-18+ | 51/100 | D |
| 2682 | postgres-mcp Tibiritabara/postgres-mcp query_database | 1 | 2026-07-28+ | 51/100 | D |
| 2683 | postgresql-mcp sarmadparvez/postgresql-mcp executelist_tablesquery+2 | 5 | 2026-07-28+ | 51/100 | D |
| 2684 | powerplat-update aktsmm/powerplat-update get_powerplat_updatesearch_powerplat_updatessync_powerplat_updates | 3 | <=2025-11-25 | 51/100 | D |
| 2685 | pz-mcp-server wink-/pz-mcp-server analyze_modcheck_referencesgenerate_script+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2686 | ragdb-mcp musoukun/ragdb-mcp add_documentcreate_indexdelete_document+4 | 7 | <=2025-11-25 | 51/100 | D |
| 2687 | react-native-upgrader-mcp patrickkabwe/react-native-upgrader-mcp get-rc-versionget-react-native-diffget-stable-version+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2688 | reminder-mcp sj7trunks/reminder-mcp cancel_remindercheck_taskcomplete_reminder+18 | 21 | 2026-07-28+ | 51/100 | D |
| 2689 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 2690 | repomemory Lay4U/repomemory get_statsrecall_contextrecent_failures+4 | 7 | 2026-07-28+ | 51/100 | D |
| 2691 | rubberduck-mcp Saml1211/rubberduck-mcp analyzeCodeexecuteRefactoringexportVBAModule+4 | 7 | 2026-07-28+ | 51/100 | D |
| 2692 | ruflo ruvnet/ruflo arena_run_tournamentfederated_publish_eventgraph_intelligence_pagerank+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2693 | rust-faf-mcp Wolfe-Jam/rust-faf-mcp faf_agentsfaf_autofaf_compress+9 | 12 | <=2025-11-25 | 51/100 | D |
| 2694 | safe-skill-search jo-inc/safe-skill-search searchshowsync+2 | 5 | <=2025-11-25 | 51/100 | D |
| 2695 | scanwarp scanwarp/scanwarp get_analyticsget_app_statusget_error_analysis+7 | 10 | 2026-07-28+ | 51/100 | D |
| 2696 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 2697 | smart-search-mcp adminhuan/smart-search-mcp ai_search_aliyun_docsai_search_api_referenceai_search_cnblogs+11 | 14 | 2026-07-28+ | 51/100 | D |
| 2698 | smart-tree 8b-is/smart-tree drive_downloaddrive_listdrive_search+18 | 21 | <=2025-11-25 | 51/100 | D |
| 2699 | solr-mcp allenday/solr-mcp solr_list_collectionssolr_selectsolr_semantic_select+1 | 4 | <=2025-11-25 | 51/100 | D |
| 2700 | spectrum-mcp pkoch73/spectrum-mcp get_componentget_componentget_component_examples+7 | 10 | 2026-07-28+ | 51/100 | D |