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36 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 2 |
| GITHUB-MCP-SERVER Harshit-123-kasaundhan/GITHUB-MCP-SERVER analyze_repo_healthcomment_on_prcreate_issue+2 |
| 5 |
| <=2025-11-25 |
| 47/100 |
| F |
| 3 | mkinf-run mkinf-io/mkinf-run handleSseMessageslistToolsrunAction+1 | 4 | <=2025-11-25 | 47/100 | F |
| 4 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 5 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 6 | mcp-github-project-manager kunwarVivek/mcp-github-project-manager agent_manageagent_workai_analyze+12 | 15 | 2025-06-18+ | 43/100 | F |
| 7 | mcx schizoidcock/mcx apply_migrationconnectcreateItem+22 | 25 | <=2025-11-25 | 42/100 | F |
| 8 | jmp-MCP-server bkhizgiy/jmp-MCP-server analyze_change_impactbatch_update_tasksget_agent_state+3 | 6 | 2026-07-28+ | 41/100 | F |
| 9 | aran-mcp adhit-r/aran-mcp BehavioralAnalyzer.AnalyzeAgentBehaviorCredentialScanner.ScanTextDetectionPipeline.AnalyzeResponse+4 | 7 | <=2025-11-25 | 40/100 | F |
| 10 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 11 | Global-MCP-Hackathon-Lexicons-Auditron tharuneshwar-s/Global-MCP-Hackathon-Lexicons-Auditron check_azure_defender_standard_tiercheck_azure_entra_mfa_admincheck_azure_monitor_log_profiles+23 | 26 | 2026-07-28+ | 39/100 | F |
| 12 | node-red-dev-copilot supcon-international/node-red-dev-copilot backup-flowscreate-flowdelete-flow+15 | 18 | 2026-07-28+ | 39/100 | F |
| 13 | starReport hu-qi/starReport ai_analysisgenerate_daily_reportgenerate_weekly_report+2 | 5 | 2026-07-28+ | 39/100 | F |
| 14 | IntelliConnect ruanrongman/IntelliConnect addProductToolBanagentaiControl+15 | 18 | 2026-07-28+ | 38/100 | F |
| 15 | 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 |
| 16 | chaosblade-mcp KeKe-Li/chaosblade-mcp batch_generate_yamlgenerate_yamlget_file_content+4 | 7 | 2026-07-28+ | 37/100 | F |
| 17 | mcp-space tharuneshwar-s/mcp-space compare_query_jsoncreate_spec_summarydetect_multiple_tools_query+5 | 8 | 2026-07-28+ | 36/100 | F |
| 18 | supabase-mcp-fly coconutbeaches/supabase-mcp-fly apply_migrationcreate_branchdelete_branch+18 | 21 | 2026-07-28+ | 36/100 | F |
| 19 | delinea-mcp DelineaXPM/delinea-mcp | 0 | 2026-07-28+ | 35/100 | F |
| 20 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 21 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 22 | supabase-mcp-server mattarnster/supabase-mcp-server create_supabase_project_remoteget_supabase_helpget_supabase_status+11 | 14 | <=2025-11-25 | 35/100 | F |
| 23 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 24 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 25 | FastMCP-shell-runner ranimandepudi/FastMCP-shell-runner execute_tutorial_script | 1 | <=2025-11-25 | 30/100 | F |
| 26 | mcp-orchestration-hub yksanjo/mcp-orchestration-hub assesssummarize | 2 | 2026-07-28+ | 28/100 | F |
| 27 | cost-management-mcp knishioka/cost-management-mcp checkBalanceToolcompareProvidersToolgetAWSCostsTool+7 | 10 | <=2025-11-25 | 26/100 | F |
| 28 | mcp-trace ContexaAI/mcp-trace | 0 | 2025-06-18+ | 20/100 | F |
| 29 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 30 | voice-mcp-agent den-vasyliev/voice-mcp-agent dynamic_mcp_tools | 1 | <=2025-11-25 | 13/100 | F |
| 31 | terraform-ingest zloeber/terraform-ingest get_ingestion_statusget_module_index_statsget_module_resource+4 | 7 | 2026-07-28+ | 12/100 | F |
| 32 | codex-pooler icoretech/codex-pooler foundation_tool_familylog_metadata_tool_familyoperator_metadata_tool_family+2 | 5 | 2025-06-18+ | 11/100 | F |
| 33 | glyx-mcp glyx-ai/glyx-mcp ask_userdispatch_taskget_device_status+15 | 18 | <=2025-11-25 | 8/100 | F |
| 34 | CAAL CoreWorxLab/CAAL | 0 | 2026-07-28+ | 0/100 | F |
| 35 | aria pessini/aria load_skillread_skill_file | 2 | 2026-07-28+ | 0/100 | F |
| 36 | beelzebub mariocandela/beelzebub | 0 | <=2025-11-25 | 0/100 | F |