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118 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 |
| 59/100 |
| D |
| 2 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 3 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 4 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 5 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 6 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 7 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 8 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 9 | mcp-github-projects taylor-lindores-reeves/mcp-github-projects add-project-draft-issueadd-project-item-by-idarchive-project-item+22 | 25 | 2026-07-28+ | 59/100 | D |
| 10 | softpack-mcp wtsi-hgi/softpack-mcp copy_packagecreate_pull_requestcreate_pypi_recipe+19 | 22 | <=2025-11-25 | 59/100 | D |
| 11 | MCP-PostgreSQL-Ops call518/MCP-PostgreSQL-Ops get_lock_monitoringget_wal_status | 2 | <=2025-11-25 | 58/100 | D |
| 12 | Sentry AdityaIndoori/Sentry apply_patchfetch_docsgrep_search+3 | 6 | <=2025-11-25 | 58/100 | D |
| 13 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 14 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 15 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 16 | github-mcp-server-sse yamagai/github-mcp-server-sse create_or_update_filecreate_pull_requestcreate_pull_request_review+6 | 9 | 2026-07-28+ | 58/100 | D |
| 17 | helm-unittest-mcp mmpyro/helm-unittest-mcp clean_snapshotsdiff_snapshotget_rendered_debug_output+5 | 8 | 2025-06-18+ | 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-observatory KryptosAI/mcp-observatory check_serverci_reportdiff_runs+10 | 13 | 2026-07-28+ | 58/100 | D |
| 20 | mcp-server serginator/mcp-server github_add_commentgithub_assign_copilotgithub_create_branch+28 | 31 | 2026-07-28+ | 58/100 | D |
| 21 | pgtuner_mcp isdaniel/pgtuner_mcp analyze_buffer_cacheanalyze_table_bloatanalyze_toast_storage+5 | 8 | 2026-07-28+ | 58/100 | D |
| 22 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 23 | doit Actual-Outcomes/doit AddCommentAddDependencyAddEvent+34 | 37 | 2026-07-28+ | 57/100 | D |
| 24 | lakebase-mcp-server ankity09/lakebase-mcp-server alter_tablebatch_insertcompare_database_schema+30 | 33 | <=2025-11-25 | 57/100 | D |
| 25 | mcp-gateway Forge-Space/mcp-gateway add_patterncompare_specialistsdelete_pattern+7 | 10 | 2026-07-28+ | 57/100 | D |
| 26 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 27 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 28 | repo-knowledge mcp-tool-shop-org/repo-knowledge add_relationshipadd_repo_notearchive_repo+19 | 22 | 2026-07-28+ | 57/100 | D |
| 29 | smitheryai-mcp-servers-github geobio/smitheryai-mcp-servers-github add_issue_commentcreate_issuecreate_or_update_file+18 | 21 | 2026-07-28+ | 57/100 | D |
| 30 | troubleshoot-mcp-server chris-sanders/troubleshoot-mcp-server grep_filesinitialize_bundlekubectl+3 | 6 | <=2025-11-25 | 57/100 | D |
| 31 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 32 | autospectra-mcp-server RaphaEnterprises-AI/autospectra-mcp-server api_requestcheck_accessibilitycleanup_computer+15 | 18 | <=2025-11-25 | 56/100 | D |
| 33 | enterprise-mcp-framework cogniolab/enterprise-mcp-framework create_issuecreate_pull_requestget_repository_info+5 | 8 | <=2025-11-25 | 56/100 | D |
| 34 | giorria ryaneoin/giorria auth_failuresbandwidth_summarycheck_reachability+39 | 42 | 2026-07-28+ | 56/100 | D |
| 35 | github-mcp Amama-Fatima/github-mcp analyze_github_repository_dependenciesapply_issue_labelscheck_github_repository_health+18 | 21 | 2026-07-28+ | 56/100 | D |
| 36 | infoundry crypticsaiyan/infoundry create_prevaluategenerate_iac+6 | 9 | 2026-07-28+ | 56/100 | D |
| 37 | localmcp andradeandrey/localmcp get_commitsget_contentget_issues+3 | 6 | 2026-07-28+ | 56/100 | D |
| 38 | mcp-server mennansevim/mcp-server analyze_diffreview_codereview_file+1 | 4 | <=2025-11-25 | 56/100 | D |
| 39 | mcp-server-github-actions ka1ss3r23/mcp-server-github-actions cancel_runget_runget_run_logs+6 | 9 | 2026-07-28+ | 56/100 | D |
| 40 | awarse-mcp awarselabs/awarse-mcp heal_selector | 1 | 2026-07-28+ | 55/100 | D |
| 41 | citus-mcp codeforall/citus-mcp citus_activitycitus_advisorcitus_cluster_summary+32 | 35 | 2025-06-18+ | 55/100 | D |
| 42 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 43 | devswarm justrach/devswarm blast_radiusclose_issueclose_issues_batch+35 | 38 | 2026-07-28+ | 55/100 | D |
| 44 | github-security-mcp badchars/github-security-mcp github_audit_reportgithub_audit_summarygithub_check_action_pinning+36 | 39 | 2026-07-28+ | 55/100 | D |
| 45 | gke-mcp GoogleCloudPlatform/gke-mcp apply_k8s_manifestcancel_operationcheck_k8s_auth+25 | 28 | 2025-06-18+ | 55/100 | D |
| 46 | loopsense jarvisassistantux/loopsense cancel_watchcheck_consequenceslist_watches+6 | 9 | 2026-07-28+ | 55/100 | D |
| 47 | mcp-center nautilus-ops/mcp-center list_allregister_mcp_server | 2 | <=2025-11-25 | 55/100 | D |
| 48 | mcp-git-server arunangshu-podder/mcp-git-server git_addgit_branchgit_checkout+10 | 13 | 2026-07-28+ | 55/100 | D |
| 49 | mcp-openshift-installer-checker Hadar301/mcp-openshift-installer-checker check_feasibilityfetch_repo_contentscan_cluster | 3 | <=2025-11-25 | 55/100 | D |
| 50 | mcp-poc o-ouma/mcp-poc analyze_pipeline_resultscreate_confluence_pagecreate_dockerfile+8 | 11 | 2026-07-28+ | 55/100 | D |