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92 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 |
| 59/100 |
| D |
| 2 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 3 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 4 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 5 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 6 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 7 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 8 | metabase-hosted-mcp CarterMcAlister/metabase-hosted-mcp add_card_to_dashboardcopy_dashboardcreate_card+18 | 21 | <=2025-11-25 | 59/100 | D |
| 9 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 10 | profiles-mcp rudderlabs/profiles-mcp about_profilesdescribe_tableget_connection_details+7 | 10 | <=2025-11-25 | 59/100 | D |
| 11 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 12 | MCP-PostgreSQL-Ops call518/MCP-PostgreSQL-Ops get_lock_monitoringget_wal_status | 2 | <=2025-11-25 | 58/100 | D |
| 13 | Sentry AdityaIndoori/Sentry apply_patchfetch_docsgrep_search+3 | 6 | <=2025-11-25 | 58/100 | D |
| 14 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 15 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 16 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 17 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 18 | kbsearch-mcp-server jbromfld/kbsearch-mcp-server query_cicd_executequery_cicd_preparerag_search | 3 | 2026-07-28+ | 58/100 | D |
| 19 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 20 | mcp_server_client muralianand12345/mcp_server_client describe_tablefind_relationshipsget_foreign_keys+9 | 12 | 2025-06-18+ | 58/100 | D |
| 21 | mnemiq agenticfabriq/mnemiq db_readdb_writeget_schema | 3 | 2026-07-28+ | 58/100 | D |
| 22 | pg-aiguide timescale/pg-aiguide search_docsview_skill | 2 | 2026-07-28+ | 58/100 | D |
| 23 | pgtuner_mcp isdaniel/pgtuner_mcp analyze_buffer_cacheanalyze_table_bloatanalyze_toast_storage+5 | 8 | 2026-07-28+ | 58/100 | D |
| 24 | supabase-mcp-server alexander-zuev/supabase-mcp-server call_auth_admin_methodconfirm_destructive_operationexecute_postgresql+9 | 12 | <=2025-11-25 | 58/100 | D |
| 25 | Home-agent-assistant StarShiny0325/Home-agent-assistant call_servicecreate_automationcreate_backup+22 | 25 | <=2025-11-25 | 57/100 | D |
| 26 | doit Actual-Outcomes/doit AddCommentAddDependencyAddEvent+34 | 37 | 2026-07-28+ | 57/100 | D |
| 27 | lakebase-mcp-server ankity09/lakebase-mcp-server alter_tablebatch_insertcompare_database_schema+30 | 33 | <=2025-11-25 | 57/100 | D |
| 28 | mcp-gateway Forge-Space/mcp-gateway add_patterncompare_specialistsdelete_pattern+7 | 10 | 2026-07-28+ | 57/100 | D |
| 29 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 30 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 31 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 32 | OpenDQV OpenDQV/OpenDQV create_contract_draftexplain_errorget_contract+3 | 6 | 2026-07-28+ | 56/100 | D |
| 33 | giorria ryaneoin/giorria auth_failuresbandwidth_summarycheck_reachability+39 | 42 | 2026-07-28+ | 56/100 | D |
| 34 | mcp-api dixitayush/mcp-api create_schemadrop_schemagenerate_sql+9 | 12 | 2026-07-28+ | 56/100 | D |
| 35 | postgis-mcp receptopalak/postgis-mcp analyze-databasecalculate-distancecreate-buffer+21 | 24 | 2026-07-28+ | 56/100 | D |
| 36 | Company-MCP nstjuliana/Company-MCP describe_tabledescribe_table_detailedexecute_query+7 | 10 | 2026-07-28+ | 55/100 | D |
| 37 | citus-mcp codeforall/citus-mcp citus_activitycitus_advisorcitus_cluster_summary+32 | 35 | 2025-06-18+ | 55/100 | D |
| 38 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 39 | dev-tools-mcp denis-42ds/dev-tools-mcp audit_dockerfilegenerate_release_notesscan_tech_debt | 3 | 2026-07-28+ | 55/100 | D |
| 40 | kyomi-connect kyomi-ai/kyomi-connect dry_runexecute_queryexecute_query_stream_arrow+1 | 4 | <=2025-11-25 | 55/100 | D |
| 41 | mcp-center nautilus-ops/mcp-center list_allregister_mcp_server | 2 | <=2025-11-25 | 55/100 | D |
| 42 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 43 | mcp-devkit FlynntDev/mcp-devkit audit_dockercode_checkdependency_guard+4 | 7 | <=2025-11-25 | 55/100 | D |
| 44 | mcp-sqlvectordb OriginHubAI/mcp-sqlvectordb chdb_initial_promptget_vector_querylist_databases+11 | 14 | <=2025-11-25 | 55/100 | D |
| 45 | omni-dev rust-works/omni-dev ai_chatatlassian_auth_statusatlassian_convert+5 | 8 | 2026-07-28+ | 55/100 | D |
| 46 | AnyIDE keyurgolani/AnyIDE docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 54/100 | D |
| 47 | commitflow asepindrak/commitflow getAllTasksgetContributorsgetInProgressTasks+5 | 8 | 2026-07-28+ | 54/100 | D |
| 48 | jira-data-with-mcp-servers bajajlife-project-management-tools/jira-data-with-mcp-servers get_issue_changelogget_issues_by_jqlget_projects+3 | 6 | <=2025-11-25 | 54/100 | D |
| 49 | mcp-proxmox bsahane/mcp-proxmox proxmox-get-all-cluster-statusproxmox-list-all-clustersproxmox-list-all-nodes-from-all-clusters+12 | 15 | <=2025-11-25 | 54/100 | D |
| 50 | mcp-server-mas-sequential-thinking shubham-gofynd/mcp-server-mas-sequential-thinking analyzeconfirm_actioncreate_proposal+17 | 20 | 2026-07-28+ | 54/100 | D |