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143 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | hkex-filing-scraper simonplmak-cloud/hkex-filing-scraper describe_schemaget_configget_filing+6 | 9 | <=2025-11-25 | 72/100 | B |
| 2 | Skill_Seekers |
| 3 |
| 2026-07-28+ |
| 71/100 |
| B |
| 3 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 4 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 5 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 6 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 7 | geostorm geostorm-ai/geostorm get_project_summaryget_run_detailget_trajectory+1 | 4 | 2026-07-28+ | 67/100 | C |
| 8 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 9 | mock-mcp-servers message-extensions/mock-mcp-servers create_taskfetchfetch_latest_slack_message+10 | 13 | 2026-07-28+ | 67/100 | C |
| 10 | incident-triage-studio ParasJagdale/incident-triage-studio triage_incident | 1 | <=2025-11-25 | 65/100 | C |
| 11 | nancy-brain AmberLee2427/nancy-brain explore_document_treeget_system_statusretrieve_document_passage+3 | 6 | 2026-07-28+ | 65/100 | C |
| 12 | preflight newrelic-experimental/preflight nr_observe_get_budget_statusnr_observe_get_claudemd_impactnr_observe_get_collaboration_profile+20 | 23 | 2026-07-28+ | 65/100 | C |
| 13 | ai-agent-orchestrator MentalVibez/ai-agent-orchestrator cancel_runcode_searchdirectory_list+8 | 11 | 2026-07-28+ | 64/100 | C |
| 14 | answerLoops answerLoops/answerLoops create_ticketgenerate_answerget_faq+5 | 8 | <=2025-11-25 | 64/100 | C |
| 15 | lockstep lockstep-team-agent/lockstep ack_decisionack_inboxanswer+16 | 19 | 2026-07-28+ | 64/100 | C |
| 16 | DBJavaGenix ZhaoXingPeng/DBJavaGenix ai_infer_business_namesai_metricsai_recommend_template+14 | 17 | 2026-07-28+ | 62/100 | C |
| 17 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 18 | tradeinternal-mcp mavula/tradeinternal-mcp compare_datesget_candlesget_current_date+3 | 6 | 2026-07-28+ | 62/100 | C |
| 19 | LokalBoards florian-strasser/LokalBoards claimCardcreateCardgetBoardTree+9 | 12 | 2026-07-28+ | 61/100 | C |
| 20 | demo-mcp-servers david-martin/demo-mcp-servers change_createchange_listchange_update+9 | 12 | 2026-07-28+ | 61/100 | C |
| 21 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 22 | dynatrace-mcp zawi99/dynatrace-mcp chat_with_davis_copilotcreate_workflow_for_problem_notificationexecute_dql+12 | 15 | 2026-07-28+ | 60/100 | C |
| 23 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 24 | ztrade-mcp ztrade/ztrade-mcp get_task_resultget_task_statuslist_tasks | 3 | <=2025-11-25 | 60/100 | C |
| 25 | AI-Business-Automation-Agent Danish08654/AI-Business-Automation-Agent approve_invoiceflag_for_reviewgenerate_ap_summary+5 | 8 | 2026-07-28+ | 59/100 | D |
| 26 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 27 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 28 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 29 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 30 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 31 | openRundown Paola3stefania/openRundown analyze_code_ownershipend_agent_sessionget_agent_briefing+8 | 11 | <=2025-11-25 | 57/100 | D |
| 32 | MCP_Server_Config rajkishore2015/MCP_Server_Config git_get_statusjira_create_epicjira_create_story+9 | 12 | 2026-07-28+ | 56/100 | D |
| 33 | mcp.backyardbrains.com BackyardBrains/mcp.backyardbrains.com metabase_create_cardmetabase_execute_cardmetabase_execute_sql+14 | 17 | <=2025-11-25 | 56/100 | D |
| 34 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 35 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 2026-07-28+ | 55/100 | D |
| 36 | kg-mcp-server JimsonR/kg-mcp-server get_sql_schemarun_sql_query | 2 | <=2025-11-25 | 55/100 | D |
| 37 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 38 | ohsee redbuilding/ohsee create_designcreate_hubspot_marketing_emailexecute_sql_query_tool+17 | 20 | <=2025-11-25 | 55/100 | D |
| 39 | sqlew sqlew-io/sqlew constraintdecisionexample+5 | 8 | 2026-07-28+ | 55/100 | D |
| 40 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 41 | LocalBoards florian-strasser/LocalBoards claimCardcreateCarddeleteCard+12 | 15 | 2026-07-28+ | 53/100 | D |
| 42 | azerothMCP blinkysc/azerothMCP check_conditionexecute_investigationexplain_script+24 | 27 | <=2025-11-25 | 53/100 | D |
| 43 | devtap killme2008/devtap get_build_errorsget_build_status | 2 | 2026-07-28+ | 53/100 | D |
| 44 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 45 | orionbelt-semantic-layer ralfbecher/orionbelt-semantic-layer Compile Advanced QueryCompile QueryDescribe Model+27 | 30 | 2026-07-28+ | 53/100 | D |
| 46 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 47 | sprtx-mcp sprtxbabe/sprtx-mcp call_toolget_all_tokensget_organizations+12 | 15 | <=2025-11-25 | 53/100 | D |
| 48 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 49 | allcanuse-mcp ra1nyxin/allcanuse-mcp audit_seocheck_c_syntaxcompile_c_program+25 | 28 | 2026-07-28+ | 52/100 | D |
| 50 | autonomous-docs-mcp perryjr1444-ux/autonomous-docs-mcp analyze_codebasecreate_docs_configextract_code_examples+5 | 8 | 2026-07-28+ | 52/100 | D |