Loading ToolBench
699 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 651 | mermaid-mcp jboursiquot/mermaid-mcp ERD Generator | 1 | 2026-07-28+ |
| 11/100 |
| F |
| 652 | researchtwin martinfrasch/researchtwin discoverget_contextget_datasets+5 | 8 | <=2025-11-25 | 11/100 | F |
| 653 | review-radar OmarElsahragty/review-radar addechoget_library_documentation+12 | 15 | <=2025-11-25 | 11/100 | F |
| 654 | signals-agent no0ktheali3n/signals-agent classify_failure_eventhealth_checkquery_events_by_service+2 | 5 | <=2025-11-25 | 11/100 | F |
| 655 | celery_root christianhpoe/celery_root db_catalogdb_queryfetch_schema+9 | 12 | <=2025-11-25 | 10/100 | F |
| 656 | cloud hanzoai/cloud exec.approval.listopenclaw.approval.listplugin.approval.list+1 | 4 | 2026-07-28+ | 10/100 | F |
| 657 | mcp-run-sql-connectorx gigamori/mcp-run-sql-connectorx run_sql | 1 | 2026-07-28+ | 10/100 | F |
| 658 | gitlab-mcp-server owayo/gitlab-mcp-server get_pipeline_failed_jobsget_review_changesget_review_comments | 3 | 2026-07-28+ | 9/100 | F |
| 659 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 660 | costnorm_mcp_server CostNorm/costnorm_mcp_server analyze_repo_arm_compatibilitydelete_unused_resourcelambda_arch_change+1 | 4 | 2026-07-28+ | 8/100 | F |
| 661 | fof-mcp-demo cynthiacxzhang/fof-mcp-demo explain_pipelineget_flow_summaryget_ofi_breakdown+5 | 8 | 2026-07-28+ | 8/100 | F |
| 662 | glyx-mcp glyx-ai/glyx-mcp ask_userdispatch_taskget_device_status+15 | 18 | <=2025-11-25 | 8/100 | F |
| 663 | mcp-news-agents Adrasteon/mcp-news-agents crawl_news | 1 | <=2025-11-25 | 8/100 | F |
| 664 | dnc-data-mcp thomaslsimpson/dnc-data-mcp describe_tablefrequent_yer_partnerspartner_source_tags+6 | 9 | 2026-07-28+ | 7/100 | F |
| 665 | github-actions-mcp devopsier/github-actions-mcp cancel-workflow-rundelete-workflow-rundelete-workflow-run-logs+8 | 11 | 2026-07-28+ | 7/100 | F |
| 666 | mcp-agents caio-moliveira/mcp-agents brave_web_searchcheck_data_typescontext7_analyst+14 | 17 | 2026-07-28+ | 7/100 | F |
| 667 | sqllite-mcp-server xlisp/sqllite-mcp-server add_field_lineageanalyze_query_lineageconnect_database+6 | 9 | 2026-07-28+ | 7/100 | F |
| 668 | ee-mcp-server anishanal4669/ee-mcp-server tool_dns_lookuptool_github_list_repostool_github_read_file+5 | 8 | <=2025-11-25 | 6/100 | F |
| 669 | ovnk-benchmark-mcp liqcui/ovnk-benchmark-mcp analyze_cluster_statuscollect_cluster_informationdeep_drive_analysis+9 | 12 | <=2025-11-25 | 6/100 | F |
| 670 | tennis-mcp Ajit-KBehera/tennis-mcp get_database_schemarun_sql_query | 2 | 2026-07-28+ | 6/100 | F |
| 671 | 4DA 4DA-Systems/4DA agent_memorycheck_decision_alignmentdecision_memory+15 | 18 | 2026-07-28+ | 0/100 | F |
| 672 | Aegis Justin0504/Aegis | 0 | 2026-07-28+ | 0/100 | F |
| 673 | DataChat Samar-Bons/DataChat auth_health_checkget_current_user_infoget_profile+7 | 10 | 2026-07-28+ | 0/100 | F |
| 674 | NerdCabalMCP Tuesdaythe13th/NerdCabalMCP analyze_research_budgetarchival_systemcompliance_check+17 | 20 | 2026-07-28+ | 0/100 | F |
| 675 | PulseMetrics sdave0/PulseMetrics get_latest_failure_analysislist_active_signalssearch_history | 3 | 2026-07-28+ | 0/100 | F |
| 676 | Seshat-BI Kemetra/Seshat-BI seshat_explain_blockersseshat_export_evidence_packseshat_get_next_action+3 | 6 | 2026-07-28+ | 0/100 | F |
| 677 | agentmako drhalto/agentmako ast-find-patterncontext-packetdb-rpc-list+8 | 11 | 2026-07-28+ | 0/100 | F |
| 678 | amplify-pipeline-mcp Paretofilm/amplify-pipeline-mcp check_github_secretsdetect_deployment_modedetect_framework_from_package_json+7 | 10 | <=2025-11-25 | 0/100 | F |
| 679 | anylogic-mcp-server kishorkukreja/anylogic-mcp-server connect_anylogicexport_simulation_resultsget_auth_instructions+6 | 9 | <=2025-11-25 | 0/100 | F |
| 680 | azhot Maicarons/azhot AcfunAllBaidu+32 | 35 | 2026-07-28+ | 0/100 | F |
| 681 | demandscope baobabcat/demandscope github_repo_signalgithub_trendhn_signal+3 | 6 | 2026-07-28+ | 0/100 | F |
| 682 | diagnostic-slackbot nikogura/diagnostic-slackbot cloudwatch_alarms_historycloudwatch_alarms_listcloudwatch_logs_get_events+40 | 43 | 2026-07-28+ | 0/100 | F |
| 683 | firefight FireFightLabs/firefight approve_approvalask_halonassign_action_item+75 | 78 | 2026-07-28+ | 0/100 | F |
| 684 | github-enterprice-mcp piyushgIITian/github-enterprice-mcp | 0 | 2026-07-28+ | 0/100 | F |
| 685 | github-mcp-server anirudh930/github-mcp-server add_issue_commentadd_pull_request_review_comment_to_pending_reviewcreate_and_submit_pull_request_review+44 | 47 | <=2025-11-25 | 0/100 | F |
| 686 | my-mcp-servers yidasanqian/my-mcp-servers analyze_table_statsexecute_readonly_querygenerate_image+3 | 6 | 2026-07-28+ | 0/100 | F |
| 687 | myshoes-mcp-server whywaita/myshoes-mcp-server list_target | 1 | <=2025-11-25 | 0/100 | F |
| 688 | octa thorstenfoltz/octa anonymizecheck_referencescheck_rules+46 | 49 | 2026-07-28+ | 0/100 | F |
| 689 | project-concord limcheekin/project-concord build_query_from_descriptionecho_messageexpand_abbreviations+2 | 5 | 2026-07-28+ | 0/100 | F |
| 690 | realtime-context-demo tomncooper/realtime-context-demo all_vehicle_statesavailable_driverscustomer_order_stats+15 | 18 | 2026-07-28+ | 0/100 | F |
| 691 | roady klarlabs-studio/roady roady_accept_driftroady_add_featureroady_approve_plan+27 | 30 | 2026-07-28+ | 0/100 | F |
| 692 | schemaflow-mcp-server CryptoRadi/schemaflow-mcp-server analyze_databasecheck_schema_alignmentget_schema | 3 | 2026-07-28+ | 0/100 | F |
| 693 | sift-mcp sift-mcp/sift-mcp analyze_resultsget_failure_historyget_flaky_tests+3 | 6 | 2026-07-28+ | 0/100 | F |
| 694 | sonarqube-mcp-server 9506hqwy/sonarqube-mcp-server | 0 | 2026-07-28+ | 0/100 | F |
| 695 | sreworker param108/sreworker convert_timestampget_countersget_logs | 3 | 2026-07-28+ | 0/100 | F |
| 696 | summoner-agents Summoner-Network/summoner-agents | 0 | 2026-07-28+ | 0/100 | F |
| 697 | tabulaRAG angelafeliciaa/tabulaRAG | 0 | 2026-07-28+ | 0/100 | F |
| 698 | telos HarperZ9/telos buildTriagePacketcaseFromGithubRunclassifyLogText+16 | 19 | 2026-07-28+ | 0/100 | F |
| 699 | thor scoutqa-dot-ai/thor stdio-fixture | 1 | 2026-07-28+ | 0/100 | F |