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518 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 351 | mcp-forge mozaloom/mcp-forge analyze_file_changesget_pr_templatesget_recent_actions_events+5 | 8 | <=2025-11-25 |
| 41/100 |
| F |
| 352 | rust-code fortunto2/rust-code apiapply_patchask_user+13 | 16 | 2026-07-28+ | 41/100 | F |
| 353 | agent-registry agentoperations/agent-registry CreateArtifactDeleteArtifactExportStandardDoc+10 | 13 | 2026-07-28+ | 40/100 | F |
| 354 | aran-mcp adhit-r/aran-mcp BehavioralAnalyzer.AnalyzeAgentBehaviorCredentialScanner.ScanTextDetectionPipeline.AnalyzeResponse+4 | 7 | <=2025-11-25 | 40/100 | F |
| 355 | mcp-hangar mcp-hangar/mcp-hangar | 0 | 2025-06-18+ | 40/100 | F |
| 356 | mcp-internal davidparry/mcp-internal checkoutBranchcloneRepositorycommit+10 | 13 | <=2025-11-25 | 40/100 | F |
| 357 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 358 | portoser nonagenticai/portoser createMCPTooldeleteMCPToolgetMCPTools+1 | 4 | 2026-07-28+ | 40/100 | F |
| 359 | setup-vs-agent-firm romainsantoli-web/setup-vs-agent-firm firm_export_github_prfirm_export_slack_digestfirm_gateway_fleet_status+5 | 8 | 2026-07-28+ | 40/100 | F |
| 360 | wg-easy-mcp ni-c/wg-easy-mcp create_clientdelete_clientget_client+5 | 8 | 2025-06-18+ | 40/100 | F |
| 361 | Conflux B-A-M-N/Conflux harmonize_trackrun_sentinel_adversarial_audit | 2 | <=2025-11-25 | 39/100 | F |
| 362 | Kerdos-Infrasoft Kerdos-Infrasoft-Private-Limited/Kerdos-Infrasoft GET /api/infrastructure/metricsGET /api/model/metricsGET /api/models/:name+8 | 11 | <=2025-11-25 | 39/100 | F |
| 363 | LMS-MCP urtir/LMS-MCP add_agentadd_agent_to_groupcheck_wazuh_log+29 | 32 | <=2025-11-25 | 39/100 | F |
| 364 | MCP---Demo DaWoodistaken/MCP---Demo analyze_server_healthcalculate_bonusquery_employee | 3 | 2026-07-28+ | 39/100 | F |
| 365 | codeforge freema/codeforge basheditfolder_open+2 | 5 | 2026-07-28+ | 39/100 | F |
| 366 | docker-sandbox-mcp ashrobertsdragon/docker-sandbox-mcp build_sandbox_imagestart_github_sandboxstart_local_sandbox | 3 | <=2025-11-25 | 39/100 | F |
| 367 | dos-kernel anthony-chaudhary/dos-kernel acme_lane_hint | 1 | 2026-07-28+ | 39/100 | F |
| 368 | mcp_server_agentic_tool akramIOT/mcp_server_agentic_tool create_issuecreate_issueget_private_data+6 | 9 | <=2025-11-25 | 39/100 | F |
| 369 | mcpx rogueagi/mcpx backupcreate-itemcreate-pr+10 | 13 | <=2025-11-25 | 39/100 | F |
| 370 | neo-agent-brain neomjs/neo-agent-brain ask_knowledge_basecheck_syntaxcheckout_pull_request+52 | 55 | 2025-06-18+ | 39/100 | F |
| 371 | starReport hu-qi/starReport ai_analysisgenerate_daily_reportgenerate_weekly_report+2 | 5 | 2026-07-28+ | 39/100 | F |
| 372 | Adaptive-Threat-Modeler khushiiagrawal/Adaptive-Threat-Modeler AnalyzeGitCommitAnalyzeGitHubRepoAnalyzeUpload+12 | 15 | 2026-07-28+ | 38/100 | F |
| 373 | Agentic-DevOps SuperagenticAI/Agentic-DevOps get_logsget_pull_requestget_repository | 3 | 2026-07-28+ | 38/100 | F |
| 374 | DevPilot oxy-Op/DevPilot execute_commandgithub_cicd_setupnginx_setup+2 | 5 | <=2025-11-25 | 38/100 | F |
| 375 | PR-Splitter-MCP Polly2014/PR-Splitter-MCP analyze_codecreate_prscreate_prs_github+3 | 6 | <=2025-11-25 | 38/100 | F |
| 376 | ai-native-developer-experience jpantsjoha/ai-native-developer-experience bootstrap_operating_modelcloud_checkupcontext_graph_refresh+4 | 7 | 2026-07-28+ | 38/100 | F |
| 377 | bengaluru-infra-aiagent akshayaparida/bengaluru-infra-aiagent classify.reportcreate.reportgenerate.email+9 | 12 | 2026-07-28+ | 38/100 | F |
| 378 | github-mcp-server tangochuy/github-mcp-server add_issue_commentadd_pull_request_review_commentcreate_branch+31 | 34 | <=2025-11-25 | 38/100 | F |
| 379 | loglama py-lama/loglama add_logcheck_depsclear+17 | 20 | <=2025-11-25 | 38/100 | F |
| 380 | mcp-server-manager mfatihp/mcp-server-manager check_listcontrol_mcp_servercreate_mcp_server+2 | 5 | 2026-07-28+ | 38/100 | F |
| 381 | 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 |
| 382 | nila-ai naluinui/nila-ai github/create_issuegithub/get_issuegithub/list_issues+2 | 5 | 2025-06-18+ | 38/100 | F |
| 383 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 384 | Agentify Adidem23/Agentify FetchAllEmailsSendaMailadd_issue_comment+21 | 24 | 2026-07-28+ | 37/100 | F |
| 385 | Terraflux itisaby/Terraflux apply_infrastructureplan_infrastructure | 2 | <=2025-11-25 | 37/100 | F |
| 386 | jira-mcp scottlepp/jira-mcp jira_attachmentjira_boardjira_code_api+20 | 23 | 2026-07-28+ | 37/100 | F |
| 387 | observability-hub victoriacheng15/observability-hub delete_poddescribe_podget_pod_logs+8 | 11 | 2026-07-28+ | 37/100 | F |
| 388 | swagger2mcp tomer1983/swagger2mcp create_userdelete_userget_config+6 | 9 | 2026-07-28+ | 37/100 | F |
| 389 | Contradiction-MCP Daksh-create349/Contradiction-MCP contradiction.analyze.contradictionscontradiction.analyze.driftscontradiction.analyze.inconsistencies+16 | 19 | 2026-07-28+ | 36/100 | F |
| 390 | MCP-TOOL-COMBINED Sidesh07/MCP-TOOL-COMBINED clone_projectclone_repositoryexchange_code_for_token+7 | 10 | 2026-07-28+ | 36/100 | F |
| 391 | edge-core wenet-ec/edge-core CancelCommandExecutionChangeNodeClusterCheckAdminHealth+57 | 60 | 2026-07-28+ | 36/100 | F |
| 392 | kroot-mcp yaioyaio/kroot-mcp getMetricsgetProjectStatus | 2 | 2026-07-28+ | 36/100 | F |
| 393 | openaq-pipeline Rafo044/openaq-pipeline command_run_all_testscommand_start_all_containersdocker_check_permissions+4 | 7 | 2026-07-28+ | 36/100 | F |
| 394 | 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 |
| 395 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 396 | AEGIS-OS Moudaxx/AEGIS-OS ai.chatfs.readkali.nmap+1 | 4 | <=2025-11-25 | 34/100 | F |
| 397 | containerinc-mcp f-inc/containerinc-mcp deploygit_setup_repogithub_authenticate+3 | 6 | 2026-07-28+ | 34/100 | F |
| 398 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 399 | github-agent Knuckles-Team/github-agent github_branchesgithub_collaboratorsgithub_comments+10 | 13 | <=2025-11-25 | 34/100 | F |
| 400 | hot hot-dev/hot ::demo/a::demo/b::demo/ping+7 | 10 | 2026-07-28+ | 34/100 | F |