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409 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 2 | Chaosmesh-MCP RadiumGu/Chaosmesh-MCP |
| 14 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | ELK-MCP magicCzc/ELK-MCP alertshealthzlist_indices+4 | 7 | 2026-07-28+ | 59/100 | D |
| 4 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 5 | K8s-AIops AIops-tools/K8s-AIops collect_pod_rowscollect_workload_rowscordon_node+8 | 11 | <=2025-11-25 | 59/100 | D |
| 6 | MCP-Universe SalesforceAIResearch/MCP-Universe create_objectdelete_objectecho_tool+12 | 15 | <=2025-11-25 | 59/100 | D |
| 7 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 8 | MedCP BaranziniLab/MedCP get_clinical_records_schemaget_knowledge_graph_schemaquery_clinical_records+1 | 4 | <=2025-11-25 | 59/100 | D |
| 9 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 10 | avatar-renderer-mcp ruslanmv/avatar-renderer-mcp render_avatar | 1 | <=2025-11-25 | 59/100 | D |
| 11 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 12 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 13 | customized-elasticsearch-mcp-server Coolgiserz/customized-elasticsearch-mcp-server read_single_newssearch_newssearch_news_with_secondary_filter+1 | 4 | <=2025-11-25 | 59/100 | D |
| 14 | datagovin-mcp-server the-data-gateway-initiative/datagovin-mcp-server agriculture_growth_ratebeneficiaries_under_pmkisancity_wise_wellness_centres+9 | 12 | <=2025-11-25 | 59/100 | D |
| 15 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 16 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 17 | debtstack-api debtstack-ai/debtstack-api search_bondssearch_companies | 2 | <=2025-11-25 | 59/100 | D |
| 18 | docsmint HiAi-gg/docsmint create_documentcreate_folderdelete_document+7 | 10 | 2026-07-28+ | 59/100 | D |
| 19 | jaf-py xynehq/jaf-py calculate_taxcustom_greetdatabase_query+11 | 14 | 2026-07-28+ | 59/100 | D |
| 20 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 21 | mcp-ai-memory scanadi/mcp-ai-memory memory_batchmemory_batch_deletememory_consolidate+7 | 10 | <=2025-11-25 | 59/100 | D |
| 22 | mcp-db bh-rat/mcp-db start-get-stream-broadcaststart-notification-stream | 2 | 2026-07-28+ | 59/100 | D |
| 23 | mcp-github-pr-issue-analyser saidsef/mcp-github-pr-issue-analyser get_repo_stars_sinceget_user_activities | 2 | 2026-07-28+ | 59/100 | D |
| 24 | mcp-memory ResakaGit/mcp-memory append_contextual_memoryappend_semantic_memoryclear_scratchpad_entry+9 | 12 | 2026-07-28+ | 59/100 | D |
| 25 | mcp-rancher-multi gorizond/mcp-rancher-multi k8s_namespaces_listk8s_rawrancher_cluster_get+9 | 12 | 2026-07-28+ | 59/100 | D |
| 26 | mcp-server yahyafaheem/mcp-server describe_tableget_db_schemaget_sample_rows+1 | 4 | 2026-07-28+ | 59/100 | D |
| 27 | mcp-server-templates Data-Everything/mcp-server-templates add_ticket_commentcreate_ticketcreate_user+13 | 16 | <=2025-11-25 | 59/100 | D |
| 28 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 29 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 30 | my-mcp-server chinenyeuwanaka-dev/my-mcp-server addannotatedMessageecho+4 | 7 | <=2025-11-25 | 59/100 | D |
| 31 | mysql-query-mcp-server devakone/mysql-query-mcp-server environmentsinfoquery | 3 | <=2025-11-25 | 59/100 | D |
| 32 | omnicoreagent omnirexflora-labs/omnicoreagent analyze_file_countcalculate_areafetch_document+8 | 11 | 2026-07-28+ | 59/100 | D |
| 33 | open-meteo-mcp-java schlpbch/open-meteo-mcp-java compare_locationsget_air_qualityget_astronomy+8 | 11 | 2026-07-28+ | 59/100 | D |
| 34 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 35 | smart_commerce_agent Aparnap2/smart_commerce_agent addToCartgetOrdersget_budget_status+6 | 9 | <=2025-11-25 | 59/100 | D |
| 36 | spring-mcp-server-example kjyy08/spring-mcp-server-example changeUserRolecheckUserExistscreateUser+7 | 10 | 2026-07-28+ | 59/100 | D |
| 37 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 38 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 39 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 40 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 41 | MCP-Server-Manager gitfordev2026/MCP-Server-Manager addbullets_to_prose_promptcalculate+20 | 23 | <=2025-11-25 | 58/100 | D |
| 42 | McpVanguard provnai/McpVanguard vanguard_build_server_manifestvanguard_clear_auth_cachesvanguard_fingerprint_secret+7 | 10 | 2026-07-28+ | 58/100 | D |
| 43 | VMware-AVI vmware-skills/VMware-AVI ako_amko_statusako_clustersako_config_diff+25 | 28 | <=2025-11-25 | 58/100 | D |
| 44 | bytepro-mcp-core bytepro-ai/bytepro-mcp-core add_customerdescribe_tablelist_tables+1 | 4 | <=2025-11-25 | 58/100 | D |
| 45 | calendar-mcp amattas/calendar-mcp get_calendar_feedsget_current_datetimeget_events_by_date_range+7 | 10 | 2026-07-28+ | 58/100 | D |
| 46 | cybersec-toolkit 26zl/cybersec-toolkit audit_serverbuild_guided_plancheck_installed+12 | 15 | 2026-07-28+ | 58/100 | D |
| 47 | database-mcp-server mradovic95/database-mcp-server close_connectionconnect_databaseconnect_from_config+7 | 10 | <=2025-11-25 | 58/100 | D |
| 48 | db-mcp-server FreePeak/db-mcp-server describeexecuteexplain+14 | 17 | 2026-07-28+ | 58/100 | D |
| 49 | disco Arcane-Fly/disco create_containercreate_fileexecute_command+1 | 4 | <=2025-11-25 | 58/100 | D |
| 50 | dmcp Grep-Juub/dmcp search_tools | 1 | 2026-07-28+ | 58/100 | D |