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2,721 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1151 | codebase-visualizer bntvllnt/codebase-visualizer boundarieschangescheck+15 | 18 | 2026-07-28+ | 51/100 | D |
| 1152 | database-manager-mcp-Server code-alchemist01/database-manager-mcp-Server analyze_data_qualityanalyze_foreign_keysanalyze_permissions |
| 28 |
| 2026-07-28+ |
| 51/100 |
| D |
| 1153 | dataflow-mcp dataflow-operator/dataflow-mcp generate_dataflow_manifestlist_dataflow_connectorslist_dataflow_transformations+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1154 | docker-mcp QuantGeekDev/docker-mcp create-containerdeploy-composeget-logs+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1155 | dynamic-ui-canvas the-ansible/dynamic-ui-canvas acknowledge_eventacknowledge_eventscreate_action+10 | 13 | 2026-07-28+ | 51/100 | D |
| 1156 | ensoul liuxiaotong/ensoul bashcheck_meetingcheck_task+14 | 17 | 2026-07-28+ | 51/100 | D |
| 1157 | git-mcp-server-rust QiuZH001/git-mcp-server-rust git_branchgit_changelog_analyzegit_checkout+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1158 | hindsight-mcp Rbfinch/hindsight-mcp hindsight_activity_summaryhindsight_commit_detailshindsight_failing_tests+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1159 | index-mcp mosif16/index-mcp context_bundleindex_statusingest_codebase+3 | 6 | <=2025-11-25 | 51/100 | D |
| 1160 | langchain4j-mcp gilles-gardet/langchain4j-mcp fetchAllPeoplefetchPeopleByCountryfetchPeopleByName+5 | 8 | 2026-07-28+ | 51/100 | D |
| 1161 | liquid ertad-family/liquid liquid_connectliquid_discoverliquid_estimate+5 | 8 | 2025-06-18+ | 51/100 | D |
| 1162 | llm-functions sigoden/llm-functions add_todoclear_todosdel_todo+11 | 14 | 2026-07-28+ | 51/100 | D |
| 1163 | local-ydb-toolkit astandrik/local-ydb-toolkit local_ydb_add_dynamic_nodeslocal_ydb_apply_schemalocal_ydb_auth_check+17 | 20 | 2026-07-28+ | 51/100 | D |
| 1164 | mcp-codebase-rag allentcm/mcp-codebase-rag get_file_contentget_filessearch_codebase | 3 | 2026-07-28+ | 51/100 | D |
| 1165 | mcp-gateway docker/mcp-gateway | 0 | 2026-07-28+ | 51/100 | D |
| 1166 | mcp-link TeamSparkAI/mcp-link reverse | 1 | <=2025-11-25 | 51/100 | D |
| 1167 | mcp-python what-the-func/mcp-python execute-python | 1 | 2026-07-28+ | 51/100 | D |
| 1168 | mcp-server-database kogunlowo123/mcp-server-database describe_tableexecute_migrationget_schema+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1169 | mcp-spring-demo jonghough/mcp-spring-demo create_appointmentdelete_appointment | 2 | 2026-07-28+ | 51/100 | D |
| 1170 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logscreate_validation_scriptexecute_command+18 | 21 | 2026-07-28+ | 51/100 | D |
| 1171 | mcp_server Staks-sor/mcp_server check_versionsexplain_querykill_port_hog+1 | 4 | <=2025-11-25 | 51/100 | D |
| 1172 | memory-mcp-server abhihyder/memory-mcp-server add_to_memoryget_contextual_memory | 2 | <=2025-11-25 | 51/100 | D |
| 1173 | nsaf-mcp-server ariunbolor/nsaf-mcp-server cluster_tasks_quantumget_nsaf_statusget_task_status+5 | 8 | 2026-07-28+ | 51/100 | D |
| 1174 | onboardai shahzain-lab/onboardai create_taskcreate_userget_task+7 | 10 | <=2025-11-25 | 51/100 | D |
| 1175 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 1176 | opsmate Paffin/opsmate docker_compose_logsdocker_compose_psdocker_exec+27 | 30 | 2026-07-28+ | 51/100 | D |
| 1177 | postgres-mcp Tibiritabara/postgres-mcp query_database | 1 | 2026-07-28+ | 51/100 | D |
| 1178 | postgresql-mcp sarmadparvez/postgresql-mcp executelist_tablesquery+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1179 | reminder-mcp sj7trunks/reminder-mcp cancel_remindercheck_taskcomplete_reminder+18 | 21 | 2026-07-28+ | 51/100 | D |
| 1180 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 1181 | repomemory Lay4U/repomemory get_statsrecall_contextrecent_failures+4 | 7 | 2026-07-28+ | 51/100 | D |
| 1182 | rubberduck-mcp Saml1211/rubberduck-mcp analyzeCodeexecuteRefactoringexportVBAModule+4 | 7 | 2026-07-28+ | 51/100 | D |
| 1183 | ruflo ruvnet/ruflo arena_run_tournamentfederated_publish_eventgraph_intelligence_pagerank+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1184 | sample-dlc-mcp-server aws-samples/sample-dlc-mcp-server build_custom_dlc_imagecheck_aws_configurationcheck_docker_availability+20 | 23 | <=2025-11-25 | 51/100 | D |
| 1185 | scanwarp scanwarp/scanwarp get_analyticsget_app_statusget_error_analysis+7 | 10 | 2026-07-28+ | 51/100 | D |
| 1186 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 1187 | spring-ai-agents-rag omonuj/spring-ai-agents-rag diagram_extractget-account-balancegetOrderStatus+5 | 8 | <=2025-11-25 | 51/100 | D |
| 1188 | stackmemory stackmemoryai/stackmemory workflow_benchmarksworkflow_getworkflow_list+1 | 4 | <=2025-11-25 | 51/100 | D |
| 1189 | swag-mcp jmagar/swag-mcp generate_config_from_templateswag_createswag_get+5 | 8 | 2025-06-18+ | 51/100 | D |
| 1190 | vssh light-merlin-dark/vssh commandsconfigdls+15 | 18 | 2026-07-28+ | 51/100 | D |
| 1191 | warden-mcp-server run-as-root/warden-mcp-server warden_composerwarden_db_querywarden_init_project+8 | 11 | 2026-07-28+ | 51/100 | D |
| 1192 | Aix-DB apconw/Aix-DB ask_usersql_db_list_tablessql_db_query+1 | 4 | <=2025-11-25 | 50/100 | D |
| 1193 | AliceMemory samrusani/AliceMemory apply_continuity_correctionbuild_continuity_explaincapture_continuity_candidates+28 | 31 | 2026-07-28+ | 50/100 | D |
| 1194 | Bamboo-MCP jjwjr94/Bamboo-MCP ads.get_adsads.get_adsetsads.get_campaigns+2 | 5 | <=2025-11-25 | 50/100 | D |
| 1195 | Banking-MCP-Server krishshaw418/Banking-MCP-Server create_accountdepositget_balance+2 | 5 | 2026-07-28+ | 50/100 | D |
| 1196 | HakanMCP sudohakan/HakanMCP aiai_provider_chatbackup+19 | 22 | <=2025-11-25 | 50/100 | D |
| 1197 | MCP-Bridge raihan0824/MCP-Bridge addget_greeting | 2 | <=2025-11-25 | 50/100 | D |
| 1198 | MCP-Docusaurus Axle-Bucamp/MCP-Docusaurus apply_stylecontinue_docscreate_document+7 | 10 | 2026-07-28+ | 50/100 | D |
| 1199 | MCP-travel-agent oxmmty/MCP-travel-agent add_to_favoritesadd_to_itineraryfind_nearby_attractions+13 | 16 | 2026-07-28+ | 50/100 | D |
| 1200 | Robot-Framework-AI-Agent-Datadriver jg8481/Robot-Framework-AI-Agent-Datadriver send_docker_ai_agent_prompt_messagesend_local_ai_agent_instruction_filesend_local_ai_agent_prompt_message | 3 | 2026-07-28+ | 50/100 | D |