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31 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | cachly-mcp cachly-dev/cachly-mcp cache_deletecache_existscache_get+11 | 14 | 2026-07-28+ | 68/100 | C |
| 2 | agent-bom msaad00/agent-bom |
| 8 |
| 2026-07-28+ |
| 67/100 |
| C |
| 3 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 4 | diagram-forge jessepike/diagram-forge edit_diagramgenerate_diagramget_usage_report+3 | 6 | 2026-07-28+ | 65/100 | C |
| 5 | terraview leonamvasquez/terraview terraview_cacheterraview_diagramterraview_explain+8 | 11 | 2026-07-28+ | 60/100 | C |
| 6 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 7 | ghostpatch NeuralRays/ghostpatch ghostpatch_ai_analyzeghostpatch_dependenciesghostpatch_finding+5 | 8 | 2026-07-28+ | 49/100 | F |
| 8 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 9 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 10 | mcp-github-project-manager kunwarVivek/mcp-github-project-manager agent_manageagent_workai_analyze+12 | 15 | 2025-06-18+ | 43/100 | F |
| 11 | jmp-MCP-server bkhizgiy/jmp-MCP-server analyze_change_impactbatch_update_tasksget_agent_state+3 | 6 | 2026-07-28+ | 41/100 | F |
| 12 | mcp-status-observer imprvhub/mcp-status-observer status | 1 | 2026-07-28+ | 40/100 | F |
| 13 | node-red-dev-copilot supcon-international/node-red-dev-copilot backup-flowscreate-flowdelete-flow+15 | 18 | 2026-07-28+ | 39/100 | F |
| 14 | starReport hu-qi/starReport ai_analysisgenerate_daily_reportgenerate_weekly_report+2 | 5 | 2026-07-28+ | 39/100 | F |
| 15 | IntelliConnect ruanrongman/IntelliConnect addProductToolBanagentaiControl+15 | 18 | 2026-07-28+ | 38/100 | F |
| 16 | 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 |
| 17 | chaosblade-mcp KeKe-Li/chaosblade-mcp batch_generate_yamlgenerate_yamlget_file_content+4 | 7 | 2026-07-28+ | 37/100 | F |
| 18 | delinea-mcp DelineaXPM/delinea-mcp | 0 | 2026-07-28+ | 35/100 | F |
| 19 | nexus-agents williamzujkowski/nexus-agents cancel_jobci_health_checkcompare_data_feeds+44 | 47 | 2025-06-18+ | 35/100 | F |
| 20 | node-code-sandbox-mcp ssdeanx/node-code-sandbox-mcp ai_generateget_dependency_typesrun_js+4 | 7 | <=2025-11-25 | 35/100 | F |
| 21 | mcp-ai-code-review mennansevim/mcp-ai-code-review review_diff | 1 | 2026-07-28+ | 33/100 | F |
| 22 | mneme-ai patsa2561-art/mneme-ai mneme.antivirus.scanmneme.audit.sessionmneme.capabilities+17 | 20 | 2026-07-28+ | 31/100 | F |
| 23 | FastMCP-shell-runner ranimandepudi/FastMCP-shell-runner execute_tutorial_script | 1 | <=2025-11-25 | 30/100 | F |
| 24 | cost-management-mcp knishioka/cost-management-mcp checkBalanceToolcompareProvidersToolgetAWSCostsTool+7 | 10 | <=2025-11-25 | 26/100 | F |
| 25 | AgenticLedger ShekharBhardwaj/AgenticLedger handle_mcp | 1 | 2026-07-28+ | 16/100 | F |
| 26 | voice-mcp-agent den-vasyliev/voice-mcp-agent dynamic_mcp_tools | 1 | <=2025-11-25 | 13/100 | F |
| 27 | terraform-ingest zloeber/terraform-ingest get_ingestion_statusget_module_index_statsget_module_resource+4 | 7 | 2026-07-28+ | 12/100 | F |
| 28 | codex-pooler icoretech/codex-pooler foundation_tool_familylog_metadata_tool_familyoperator_metadata_tool_family+2 | 5 | 2025-06-18+ | 11/100 | F |
| 29 | CAAL CoreWorxLab/CAAL | 0 | 2026-07-28+ | 0/100 | F |
| 30 | aria pessini/aria load_skillread_skill_file | 2 | 2026-07-28+ | 0/100 | F |
| 31 | beelzebub mariocandela/beelzebub | 0 | <=2025-11-25 | 0/100 | F |