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98 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | worldmonitor koala73/worldmonitor get_chokepoint_statusget_conflict_feedget_country_brief+4 | 7 | 2026-07-28+ | 48/100 | F |
| 52 | neuron-mcp neurondb/neuron-mcp batch_embedding |
| 25 |
| 2025-06-18+ |
| 47/100 |
| F |
| 53 | openbridge-mcp openbridge/openbridge-mcp cancel_subscriptioncreate_jobcreate_subscription+25 | 28 | 2026-07-28+ | 47/100 | F |
| 54 | CensusChat hollandkevint/CensusChat calculate_medicare_eligibilityexecute_drill_down_queryexecute_query+7 | 10 | <=2025-11-25 | 46/100 | F |
| 55 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 56 | c2sagent C2SAgent/c2sagent answer_with_server_code_streamingask_agentcall_tool+14 | 17 | 2026-07-28+ | 46/100 | F |
| 57 | drd-vpc-agent DrDroidLab/drd-vpc-agent debug_taskfetch_connector_connections_testsfetch_playbook_execution_tasks+3 | 6 | 2026-07-28+ | 46/100 | F |
| 58 | mcp-research-server hanzdi/mcp-research-server compare_documentsextract_citationsget_document_metadata+6 | 9 | <=2025-11-25 | 46/100 | F |
| 59 | arxiv-research-mcp borderlessboy/arxiv-research-mcp arxiv_cache_managementarxiv_researchclear_cache+2 | 5 | <=2025-11-25 | 45/100 | F |
| 60 | mcp-context-forge IBM/mcp-context-forge add_edgeadd_nodeanalyze_data+8 | 11 | 2026-07-28+ | 45/100 | F |
| 61 | miga-mcp-gateway keewillidevnet/miga-mcp-gateway automationcomplianceconfiguration+10 | 13 | <=2025-11-25 | 45/100 | F |
| 62 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |
| 63 | oauth2-authorization-server musabbozkurt/oauth2-authorization-server generateScriptsmigrateweather | 3 | 2026-07-28+ | 44/100 | F |
| 64 | CYBERDUDEBIVASH-MCP-Server cyberdudebivash/CYBERDUDEBIVASH-MCP-Server deploy_tasklogintask_status | 3 | <=2025-11-25 | 42/100 | F |
| 65 | bansho Microck/bansho delete_customerlist_customers | 2 | 2026-07-28+ | 41/100 | F |
| 66 | deepsql DeepSQLAI/deepsql analyze_connection_patternsanalyze_query_patternsanalyze_query_plans+22 | 25 | 2026-07-28+ | 41/100 | F |
| 67 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 68 | atlas picselliahq/atlas get_annotation_metadata_dataframeget_dataset_dataframeretrieve_dataset_analysis_dictionnary_tool | 3 | 2026-07-28+ | 37/100 | F |
| 69 | chicory chicoryai/chicory query_bigqueryquery_databricksquery_postgresql+1 | 4 | 2026-07-28+ | 37/100 | F |
| 70 | soc-stack solomonneas/soc-stack deploy_cortex_mcpdeploy_dashboardsdeploy_misp_docker+28 | 31 | 2026-07-28+ | 37/100 | F |
| 71 | deepsecure DeepTrail/deepsecure agentget_secret | 2 | <=2025-11-25 | 36/100 | F |
| 72 | mcp-kafka RichardDally/mcp-kafka count_actionget_usage_metrics | 2 | <=2025-11-25 | 34/100 | F |
| 73 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 74 | OPNSenseMCP vespo92/OPNSenseMCP | 0 | <=2025-11-25 | 33/100 | F |
| 75 | lyra-intel nirholas/lyra-intel analyze-codebaseget-complexityget-security-issues+1 | 4 | 2026-07-28+ | 33/100 | F |
| 76 | CHIHUAUDIT girste/CHIHUAUDIT CheckBackupsCheckDatabaseCheckDocker+12 | 15 | 2026-07-28+ | 32/100 | F |
| 77 | Full_Stack_AI_with_Python SAKET-SK/Full_Stack_AI_with_Python get_weathertranslate_to_frenchtranslate_to_spanish | 3 | 2026-07-28+ | 32/100 | F |
| 78 | Local-AI-home-assistant-with-MCP-server-and-UI-UX-Home-Assistant-integration- Herman940306/Local-AI-home-assistant-with-MCP-server-and-UI-UX-Home-Assistant-integration- ai_integrationarchitecture_analysiscompliance_validation+17 | 20 | 2026-07-28+ | 31/100 | F |
| 79 | mcp-core z1labs/mcp-core deleteUserWalletexportWalletPrivateKeygetUserWalletList | 3 | 2026-07-28+ | 31/100 | F |
| 80 | mcpseverdbs milan9527/mcpseverdbs aurora_data_api_insert_test_datacreate_rds_mysql_instancecreate_rds_mysql_instance_china+3 | 6 | 2026-07-28+ | 29/100 | F |
| 81 | roma binrchq/roma AddResourceAddSpaceMemberAddToBlacklist+48 | 51 | <=2025-11-25 | 29/100 | F |
| 82 | VulneraMCP telmon95/VulneraMCP | 0 | 2026-07-28+ | 27/100 | F |
| 83 | dm-mcp-server Sid-Li/dm-mcp-server health_check | 1 | 2026-07-28+ | 27/100 | F |
| 84 | scitex-hub scitex-ai/scitex-hub audiocaptureclew+14 | 17 | 2026-07-28+ | 23/100 | F |
| 85 | faramesh-core faramesh/faramesh-core AgentCardGovernKill+1 | 4 | 2026-07-28+ | 20/100 | F |
| 86 | mcp-gateway kevin-toles/mcp-gateway | 0 | 2026-07-28+ | 17/100 | F |
| 87 | mcp-servers rohitiquest/mcp-servers | 0 | 2026-07-28+ | 16/100 | F |
| 88 | synapse-mcp Sage-Bionetworks/synapse-mcp get_entityget_entity_aclget_entity_annotations+3 | 6 | 2026-07-28+ | 16/100 | F |
| 89 | NeuronIP neurondb/NeuronIP createIngestionJobcreateMetricgetAuditLogs+5 | 8 | 2026-07-28+ | 11/100 | F |
| 90 | verifier TalaoDAO/verifier create_customer_accountinitiate_oidc4vp_request | 2 | <=2025-11-25 | 11/100 | F |
| 91 | celery_root christianhpoe/celery_root db_catalogdb_queryfetch_schema+9 | 12 | <=2025-11-25 | 10/100 | F |
| 92 | linkerd2-mcp eli-nomasec/linkerd2-mcp ApplyAuthorizationPolicyGetMeshGraph | 2 | 2026-07-28+ | 10/100 | F |
| 93 | mcp-server-metrics hzhangse-ai-agent/mcp-server-metrics log_metric_designlog_thought_contentquery_api_services_tool+2 | 5 | 2026-07-28+ | 9/100 | F |
| 94 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 95 | Aegis Justin0504/Aegis | 0 | 2026-07-28+ | 0/100 | F |
| 96 | DataChat Samar-Bons/DataChat auth_health_checkget_current_user_infoget_profile+7 | 10 | 2026-07-28+ | 0/100 | F |
| 97 | hydra-headless-ts jeffdyke/hydra-headless-ts | 0 | <=2025-11-25 | 0/100 | F |
| 98 | project-concord limcheekin/project-concord build_query_from_descriptionecho_messageexpand_abbreviations+2 | 5 | 2026-07-28+ | 0/100 | F |