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855 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 601 | mcpx |
| 13 |
| <=2025-11-25 |
| 39/100 |
| F |
| 602 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 603 | starReport hu-qi/starReport ai_analysisgenerate_daily_reportgenerate_weekly_report+2 | 5 | 2026-07-28+ | 39/100 | F |
| 604 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 605 | virtualization-mcp sandraschi/virtualization-mcp vm_agentic_workflow | 1 | <=2025-11-25 | 39/100 | F |
| 606 | Adaptive-Threat-Modeler khushiiagrawal/Adaptive-Threat-Modeler AnalyzeGitCommitAnalyzeGitHubRepoAnalyzeUpload+12 | 15 | 2026-07-28+ | 38/100 | F |
| 607 | Agentic-DevOps SuperagenticAI/Agentic-DevOps get_logsget_pull_requestget_repository | 3 | 2026-07-28+ | 38/100 | F |
| 608 | DevPilot oxy-Op/DevPilot execute_commandgithub_cicd_setupnginx_setup+2 | 5 | <=2025-11-25 | 38/100 | F |
| 609 | PR-Splitter-MCP Polly2014/PR-Splitter-MCP analyze_codecreate_prscreate_prs_github+3 | 6 | <=2025-11-25 | 38/100 | F |
| 610 | PromptELT_v1 Dtano17/PromptELT_v1 connectexecute-queryget-schema | 3 | <=2025-11-25 | 38/100 | F |
| 611 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 612 | bengaluru-infra-aiagent akshayaparida/bengaluru-infra-aiagent classify.reportcreate.reportgenerate.email+9 | 12 | 2026-07-28+ | 38/100 | F |
| 613 | codearkt IlyaGusev/codearkt exec | 1 | 2026-07-28+ | 38/100 | F |
| 614 | github-mcp-server tangochuy/github-mcp-server add_issue_commentadd_pull_request_review_commentcreate_branch+31 | 34 | <=2025-11-25 | 38/100 | F |
| 615 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 616 | mcp-server-manager mfatihp/mcp-server-manager check_listcontrol_mcp_servercreate_mcp_server+2 | 5 | 2026-07-28+ | 38/100 | F |
| 617 | mcp_server_project sdirishguy/mcp_server_project execute_shell_command_toolfile_system_create_directory_toolfile_system_list_directory_tool+4 | 7 | <=2025-11-25 | 38/100 | F |
| 618 | nila-ai naluinui/nila-ai github/create_issuegithub/get_issuegithub/list_issues+2 | 5 | 2025-06-18+ | 38/100 | F |
| 619 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 620 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 621 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 622 | Terraflux itisaby/Terraflux apply_infrastructureplan_infrastructure | 2 | <=2025-11-25 | 37/100 | F |
| 623 | chicory chicoryai/chicory query_bigqueryquery_databricksquery_postgresql+1 | 4 | 2026-07-28+ | 37/100 | F |
| 624 | jira-mcp scottlepp/jira-mcp jira_attachmentjira_boardjira_code_api+20 | 23 | 2026-07-28+ | 37/100 | F |
| 625 | observability-hub victoriacheng15/observability-hub delete_poddescribe_podget_pod_logs+8 | 11 | 2026-07-28+ | 37/100 | F |
| 626 | python-run-mcp topherbc/python-run-mcp run_python | 1 | 2026-07-28+ | 37/100 | F |
| 627 | run-mcp serverless-dna/run-mcp configdoctorinfo+2 | 5 | 2026-07-28+ | 37/100 | F |
| 628 | soc-stack solomonneas/soc-stack deploy_cortex_mcpdeploy_dashboardsdeploy_misp_docker+28 | 31 | 2026-07-28+ | 37/100 | F |
| 629 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 630 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 631 | CodeForge AnExiledDev/CodeForge config applyconfig showcontainer down+27 | 30 | 2026-07-28+ | 36/100 | F |
| 632 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 633 | Kaepsele ProfEngel/Kaepsele run_all_benchmarksrun_benchmark | 2 | 2026-07-28+ | 36/100 | F |
| 634 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 635 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 636 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 637 | mcp-code-runner axliupore/mcp-code-runner run | 1 | 2026-07-28+ | 36/100 | F |
| 638 | openaq-pipeline Rafo044/openaq-pipeline command_run_all_testscommand_start_all_containersdocker_check_permissions+4 | 7 | 2026-07-28+ | 36/100 | F |
| 639 | portainer-agent Knuckles-Team/portainer-agent portainer_authportainer_environment | 2 | <=2025-11-25 | 36/100 | F |
| 640 | postman-labs arun-gupta/postman-labs BuildGraphGetContextStreamHealthCheck+4 | 7 | 2026-07-28+ | 36/100 | F |
| 641 | sajhamcpserver ajsinha/sajhamcpserver alpha_vantage_stock_datacoingecko_crypto_dataduckdb_query+9 | 12 | 2026-07-28+ | 36/100 | F |
| 642 | sample-shopfloor-connectivity-agentic aws-samples/sample-shopfloor-connectivity-agentic generate_adapter_typesgenerate_config_templategenerate_source_template+2 | 5 | <=2025-11-25 | 36/100 | F |
| 643 | sandbox-mcp pottekkat/sandbox-mcp dynamic_sandbox_tools | 1 | 2026-07-28+ | 36/100 | F |
| 644 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 645 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 646 | python-sandbox-mcp SomeHappiness/python-sandbox-mcp sandbox_execsandbox_initialize | 2 | <=2025-11-25 | 35/100 | F |
| 647 | vsc-remote-mcp ruvnet/vsc-remote-mcp analyze_codedeploy_vscode_instanceexecute_command+8 | 11 | 2026-07-28+ | 35/100 | F |
| 648 | AEGIS-OS Moudaxx/AEGIS-OS ai.chatfs.readkali.nmap+1 | 4 | <=2025-11-25 | 34/100 | F |
| 649 | containerinc-mcp f-inc/containerinc-mcp deploygit_setup_repogithub_authenticate+3 | 6 | 2026-07-28+ | 34/100 | F |
| 650 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |