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5,885 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 5001 | jira-claude-code-integration mzd-hseokkim/jira-claude-code-integration append-review-logappend-run-logdashboard-ingest+5 | 8 | 2026-07-28+ |
| 28/100 |
| F |
| 5002 | knocoph jagonzalr/knocoph codebase_overviewexplain_impactfind_symbol+4 | 7 | 2026-07-28+ | 28/100 | F |
| 5003 | mathom stephenlacy/mathom tools/list | 1 | <=2025-11-25 | 28/100 | F |
| 5004 | mcp-chain ruliana/mcp-chain dockerechogit+3 | 6 | <=2025-11-25 | 28/100 | F |
| 5005 | mcp-gateway tf1997/mcp-gateway HTTP Tool (Dynamic) | 1 | <=2025-11-25 | 28/100 | F |
| 5006 | mcp-server-collector Go-To-Sea/mcp-server-collector get_mcpsubmitClientsubmitServer+1 | 4 | 2026-07-28+ | 28/100 | F |
| 5007 | mcp-servers adv4000/mcp-servers get_coursesget_studentsget_tables | 3 | 2026-07-28+ | 28/100 | F |
| 5008 | mcp-swagger-server zaizaizhao/mcp-swagger-server dynamic_api_tool | 1 | 2026-07-28+ | 28/100 | F |
| 5009 | memory-journal-mcp neverinfamous/memory-journal-mcp | 0 | 2025-06-18+ | 28/100 | F |
| 5010 | nestjs-starter hmake98/nestjs-starter | 0 | 2026-07-28+ | 28/100 | F |
| 5011 | postgres-mcp-server SwanHtetAungPhyo/postgres-mcp-server ddl_queryexecute_querymodify_query | 3 | 2026-07-28+ | 28/100 | F |
| 5012 | superlocalmemory qualixar/superlocalmemory contradict_assertionget_assertionslog_tool_event+5 | 8 | 2026-07-28+ | 28/100 | F |
| 5013 | valence ourochronos/valence | 0 | 2026-07-28+ | 28/100 | F |
| 5014 | Lichtblick Ashish-Soni08/Lichtblick sentence_translation_and_analysisvocabulary_extraction | 2 | <=2025-11-25 | 27/100 | F |
| 5015 | McpServer sharpninja/McpServer | 0 | 2026-07-28+ | 27/100 | F |
| 5016 | NFTIAI Axarb/NFTIAI chat | 1 | 2026-07-28+ | 27/100 | F |
| 5017 | Talk-to-Your-Slides KyuDan1/Talk-to-Your-Slides ApplierLLMModuleManualKnowledgeBase+9 | 12 | <=2025-11-25 | 27/100 | F |
| 5018 | VulneraMCP telmon95/VulneraMCP | 0 | 2026-07-28+ | 27/100 | F |
| 5019 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 5020 | ai-agent-mcp-server peterbartahu/ai-agent-mcp-server answersquestionssummary | 3 | 2026-07-28+ | 27/100 | F |
| 5021 | ai-commit-notifier-mcp-server canertunc/ai-commit-notifier-mcp-server ai_commit_notifier_toolfetch_commit_info_tool | 2 | <=2025-11-25 | 27/100 | F |
| 5022 | balance meddion/balance append_insightcreate_tabledescribe_table+3 | 6 | 2025-06-18+ | 27/100 | F |
| 5023 | bun_41ex kuc-arc-f/bun_41ex toolAgent3toolSampleAgent | 2 | 2026-07-28+ | 27/100 | F |
| 5024 | ctrlrun CTRLRun/ctrlrun tools/call | 1 | 2026-07-28+ | 27/100 | F |
| 5025 | document-photo-to-text-ai IdrissaMaiga/document-photo-to-text-ai clearCacheextractYouTubeIdgetCacheStats+8 | 11 | 2026-07-28+ | 27/100 | F |
| 5026 | gollama adistrim/gollama create_github_branchcreate_github_prget_github_issue_details+2 | 5 | <=2025-11-25 | 27/100 | F |
| 5027 | google-workspace-mcp bread-wood/google-workspace-mcp auth_statuscalendar_create_calendarcalendar_create_event+40 | 43 | <=2025-11-25 | 27/100 | F |
| 5028 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 5029 | link lanes-sh/link dynamic_discovered_toolsdynamic_local_tools | 2 | 2026-07-28+ | 27/100 | F |
| 5030 | linux-ai-setup-script tamerkaraca/linux-ai-setup-script cleanup_claude_mcpcleanup_magic_mcpcleanup_qwen_mcp+48 | 51 | 2026-07-28+ | 27/100 | F |
| 5031 | mcp twelvedata/mcp | 0 | <=2025-11-25 | 27/100 | F |
| 5032 | mcp-agent-os Nancy-Chauhan/mcp-agent-os DevRel Content AgentEngineering Insights AgentPM Insights Agent+3 | 6 | 2026-07-28+ | 27/100 | F |
| 5033 | mcp-reimagined dubfib/mcp-reimagined downloadFileforgeGradleforgeSPI+5 | 8 | 2026-07-28+ | 27/100 | F |
| 5034 | mcp-spring-ai-mcp-client chaozai0304/mcp-spring-ai-mcp-client owner_getByUserName | 1 | 2026-07-28+ | 27/100 | F |
| 5035 | memOS-MCP ApexSigma-Solutions/memOS-MCP consult_mirmirecho_messageget_concepts+11 | 14 | <=2025-11-25 | 27/100 | F |
| 5036 | modelplex modelplex/modelplex _internal/config_internal/metrics_internal/status+6 | 9 | <=2025-11-25 | 27/100 | F |
| 5037 | nautobot-ai-ops kvncampos/nautobot-ai-ops | 0 | <=2025-11-25 | 27/100 | F |
| 5038 | neurondb neurondb/neurondb | 0 | 2026-07-28+ | 27/100 | F |
| 5039 | ollama-mcp-db robdodson/ollama-mcp-db query | 1 | 2026-07-28+ | 27/100 | F |
| 5040 | opsera-devsecops opsera-agents/opsera-devsecops mcp__plugin_opsera-devsecops_opsera__report-telemetrymcp__plugin_opsera-devsecops_opsera__security-scan | 2 | 2026-07-28+ | 27/100 | F |
| 5041 | postgres-temporal-mcp martinko-na/postgres-temporal-mcp compare_versionsdisable_temporal_trackingenable_temporal_tracking+5 | 8 | 2026-07-28+ | 27/100 | F |
| 5042 | project-thoth acertainKnight/project-thoth agentic_research_questionsend_message_to_agent_and_wait_for_replysend_message_to_agent_async | 3 | 2026-07-28+ | 27/100 | F |
| 5043 | pypkg-audit-ptc-agent shuknk8s/pypkg-audit-ptc-agent get_dependency_infoget_exploit_probabilityget_package_metadata+4 | 7 | <=2025-11-25 | 27/100 | F |
| 5044 | sanctuary-framework eriknewton/sanctuary-framework sanctuary_active_protectionssanctuary_audit_searchsanctuary_capabilities+10 | 13 | 2026-07-28+ | 27/100 | F |
| 5045 | server agentmode/server database_query_{connection_name}dynamic_tool_or_resource | 2 | <=2025-11-25 | 27/100 | F |
| 5046 | shell-mcp deemkeen/shell-mcp additioncalculate_bmiduck_duck_go_searcher+4 | 7 | <=2025-11-25 | 27/100 | F |
| 5047 | soat ttoss/soat computeToolCallDedupKeyemitClientToolReHandoffgatePendingClientTools+6 | 9 | 2026-07-28+ | 27/100 | F |
| 5048 | webex-go-mcp tejzpr/webex-go-mcp meetings_createmeetings_deletemeetings_get+39 | 42 | <=2025-11-25 | 27/100 | F |
| 5049 | xerus Xerus-ai/xerus | 0 | 2026-07-28+ | 27/100 | F |
| 5050 | Autodesk-Revit-MCP-Server Sam-AEC/Autodesk-Revit-MCP-Server aec_mapper_provider_toolsapproval_provider_toolsautodesk_data_provider_tools+10 | 13 | 2026-07-28+ | 26/100 | F |