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49 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Api-Test-MCP GalaxyXieyu/Api-Test-MCP delete_testcaseget_mcp_metricsget_test_results+7 | 10 | <=2025-11-25 | 49/100 | F |
| 2 |
| 36 |
| 2025-06-18+ |
| 49/100 |
| F |
| 3 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 4 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 5 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 6 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 7 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 8 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 9 | release-mcp-server savitaashture/release-mcp-server configure-hack-repocreate-release-branchescreate-release-plans | 3 | <=2025-11-25 | 47/100 | F |
| 10 | dbc-query avirar/dbc-query cross_referenceexplain_fieldget_dbc_file_info+8 | 11 | 2026-07-28+ | 46/100 | F |
| 11 | mcp-hub amani-patrick/mcp-hub detect_breaking_changesscan_config_pathvalidate_response | 3 | 2026-07-28+ | 46/100 | F |
| 12 | mcp-selenium-grid CatchNip/mcp-selenium-grid create_browsersdelete_browsers | 2 | 2026-07-28+ | 46/100 | F |
| 13 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 14 | DevTools JCP-VISION/DevTools analyze_videoanalyze_video_transcript_onlyanalyze_video_visuals_only+20 | 23 | 2026-07-28+ | 45/100 | F |
| 15 | muster giantswarm/muster auth_loginauth_logout | 2 | 2025-06-18+ | 45/100 | F |
| 16 | agent-sandbox agent-sandbox/agent-sandbox sandbox-executorsandbox-tools | 2 | <=2025-11-25 | 44/100 | F |
| 17 | context-builder DrDroidLab/context-builder checkdetectinit+2 | 5 | 2026-07-28+ | 43/100 | F |
| 18 | ig-mcp-server inspektor-gadget/ig-mcp-server gadget_snapshot_processgadget_top_tcpgadget_trace_dns+3 | 6 | <=2025-11-25 | 43/100 | F |
| 19 | mcp-tools GavenHwang/mcp-tools create_userdb_schemaget_zentao_bug+3 | 6 | 2026-07-28+ | 43/100 | F |
| 20 | provimedia-mcp provimedia/provimedia-mcp chainguard_alertchainguard_check_criteriachainguard_clear_alerts+13 | 16 | 2026-07-28+ | 43/100 | F |
| 21 | continew-generator-mcp 93938791/continew-generator-mcp configureProjectPathsgetGenerationGuideresetPathConfig+1 | 4 | <=2025-11-25 | 42/100 | F |
| 22 | AEnvironment inclusionAI/AEnvironment | 0 | <=2025-11-25 | 41/100 | F |
| 23 | AI-VIBE-CLI-PYTHON mk-knight23/AI-VIBE-CLI-PYTHON rag_index | 1 | <=2025-11-25 | 41/100 | F |
| 24 | nimgenie gokr/nimgenie check_syntaxexecute_external_queryexecute_external_transaction+20 | 23 | 2026-07-28+ | 41/100 | F |
| 25 | remote-debugger-mcp tb0hdan/remote-debugger-mcp delvekubepprof+2 | 5 | <=2025-11-25 | 41/100 | F |
| 26 | atest-ext-store-orm LinuxSuRen/atest-ext-store-orm database-query | 1 | 2026-07-28+ | 40/100 | F |
| 27 | colloid dd-colloid-inc/colloid initializetools/calltools/list+2 | 5 | <=2025-11-25 | 40/100 | F |
| 28 | copilot-security-instructions Robotti-io/copilot-security-instructions get_promptlist_promptslist_resources | 3 | <=2025-11-25 | 39/100 | F |
| 29 | devtap tma1-ai/devtap get_build_errorsget_build_status | 2 | 2026-07-28+ | 39/100 | F |
| 30 | mcp-server-test billhunthouse/mcp-server-test approve_test_casechatchat_stream+10 | 13 | 2026-07-28+ | 37/100 | F |
| 31 | DIY_MCP_SERVER jashwanthpj/DIY_MCP_SERVER prompts/getresources/readtools/call | 3 | <=2025-11-25 | 34/100 | F |
| 32 | buckley odvcencio/buckley apply_patchbrowse_urledit_file_terminal+5 | 8 | 2026-07-28+ | 34/100 | F |
| 33 | kdebug-mcp soub4i/kdebug-mcp contextdaemonsetsdeployments+7 | 10 | <=2025-11-25 | 34/100 | F |
| 34 | phantom-neural-cortex LEEI1337/phantom-neural-cortex commandconnectdisconnect+3 | 6 | 2026-07-28+ | 34/100 | F |
| 35 | 4D-ARE ybeven/4D-ARE connectconnectdisconnect+27 | 30 | 2026-07-28+ | 32/100 | F |
| 36 | a2a-go TheApeMachine/a2a-go azure_create_sprintazure_create_work_itemsazure_enrich_work_item+13 | 16 | <=2025-11-25 | 32/100 | F |
| 37 | devex ParthKapoor-dev/devex FetchContent | 1 | 2026-07-28+ | 32/100 | F |
| 38 | shipwright-mcp-server ayushsatyam146/shipwright-mcp-server create_buildcreate_buildrundelete_build+8 | 11 | 2026-07-28+ | 32/100 | F |
| 39 | rebound rebound-how/rebound | 0 | 2026-07-28+ | 31/100 | F |
| 40 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 41 | mcpcan Kymo-MCP/mcpcan | 0 | <=2025-11-25 | 26/100 | F |
| 42 | mcp-kubernetes-server feiskyer/mcp-kubernetes-server | 0 | 2026-07-28+ | 25/100 | F |
| 43 | PromptKit AltairaLabs/PromptKit | 0 | 2026-07-28+ | 24/100 | F |
| 44 | fission-mcp-server disillusioners/fission-mcp-server | 0 | 2026-07-28+ | 19/100 | F |
| 45 | openai-copilot feiskyer/openai-copilot kubectlpythonsearch+1 | 4 | 2026-07-28+ | 11/100 | F |
| 46 | ModelServerAndDevelopmentPlatform LuxePlay/ModelServerAndDevelopmentPlatform getServer | 1 | 2026-07-28+ | 10/100 | F |
| 47 | yii2-mcp-server ArtMin96/yii2-mcp-server asset_analyze_dependenciesasset_list_bundlesconfig_inspect+15 | 18 | 2026-07-28+ | 8/100 | F |
| 48 | ee-mcp-server anishanal4669/ee-mcp-server tool_dns_lookuptool_github_list_repostool_github_read_file+5 | 8 | <=2025-11-25 | 6/100 | F |
| 49 | sibyl hyperb1iss/sibyl | 0 | 2026-07-28+ | 0/100 | F |