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124 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 | B |
| 2 |
| orionbelt-analytics ralfbecher/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 |
| 26 |
| <=2025-11-25 |
| 77/100 |
| B |
| 3 | skysql-mcp skysqlinc/skysql-mcp ask_agentdelete_dblaunch_serverless_db+1 | 4 | <=2025-11-25 | 75/100 | B |
| 4 | mcp-rs n-takatsu/mcp-rs cancel_pending_switchconfigure_switch_policyget_current_active_engine+6 | 9 | 2026-07-28+ | 72/100 | B |
| 5 | plydb kineticloom/plydb get_semantic_contextquery | 2 | 2025-06-18+ | 69/100 | C |
| 6 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 7 | sparql-llm sib-swiss/sparql-llm access_sib_biodata_sparqlexecute_sparql_queryget_classes_schema+2 | 5 | 2026-07-28+ | 69/100 | C |
| 8 | MathModDB-MCP MaRDI4NFDI/MathModDB-MCP Batch_SPARQL_QueryExplore_OntologySPARQL_Query | 3 | 2026-07-28+ | 68/100 | C |
| 9 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 10 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 11 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 12 | orionbelt-analytics ralforion/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 66/100 | C |
| 13 | DBPilot SkyChenSky/DBPilot get_aasget_aas_top_sqlget_blocking_current+8 | 11 | <=2025-11-25 | 65/100 | C |
| 14 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 15 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 16 | nlsql-mcp-server-npm tushar-badhwar/nlsql-mcp-server-npm analyze_schemaconnectconnect_database+14 | 17 | <=2025-11-25 | 63/100 | C |
| 17 | contextkit Quiet-Victory-Labs/contextkit db_describe_tabledb_list_schemasdb_list_tables+11 | 14 | 2026-07-28+ | 62/100 | C |
| 18 | jsboige-mcp-servers jsboige/jsboige-mcp-servers access_jina_resourceadd_cellcleanup_all_kernels+17 | 20 | <=2025-11-25 | 62/100 | C |
| 19 | kb-arena xmpuspus/kb-arena job_statuslist_corporalist_strategies+3 | 6 | 2026-07-28+ | 61/100 | C |
| 20 | local-agent-viewer maxturazzini/local-agent-viewer get_interaction_detailsget_interactionskb_index+5 | 8 | 2026-07-28+ | 61/100 | C |
| 21 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 22 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 23 | mcp-la_telecommande Mistral-MCP-Hackathon-2025/mcp-la_telecommande ssh_get_statisticsssh_is_vm_upssh_list_vms+3 | 6 | 2026-07-28+ | 60/100 | C |
| 24 | qdrant-loader cbtw-apac/qdrant-loader expand_clusterfind_ticket_dependenciessearch | 3 | 2026-07-28+ | 60/100 | C |
| 25 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 26 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 27 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 28 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 29 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 30 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 31 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 32 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 33 | mcp-cm3588 MasterVVK/mcp-cm3588 create_howtodocument_configget_changelog+8 | 11 | 2026-07-28+ | 58/100 | D |
| 34 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 35 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 36 | concierge concierge-hq/concierge apply_migrationcreate_backupdrain_connections+11 | 14 | 2026-07-28+ | 56/100 | D |
| 37 | dataproc-mcp dipseth/dataproc-mcp cancel_dataproc_jobcheck_active_jobscreate_cluster_from_profile+19 | 22 | 2026-07-28+ | 56/100 | D |
| 38 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 39 | mcp.backyardbrains.com BackyardBrains/mcp.backyardbrains.com metabase_create_cardmetabase_execute_cardmetabase_execute_sql+14 | 17 | <=2025-11-25 | 56/100 | D |
| 40 | qdrant-neo4j-crawl4ai-mcp BjornMelin/qdrant-neo4j-crawl4ai-mcp crawl_web_pagecreate_graph_nodecreate_graph_relationship+6 | 9 | <=2025-11-25 | 56/100 | D |
| 41 | citysense olaflaitinen/citysense query_spatial_context | 1 | 2026-07-28+ | 55/100 | D |
| 42 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 43 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 2026-07-28+ | 55/100 | D |
| 44 | kyomi-connect kyomi-ai/kyomi-connect dry_runexecute_queryexecute_query_stream_arrow+1 | 4 | <=2025-11-25 | 55/100 | D |
| 45 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 46 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 47 | publisher malloydata/publisher get_contextlist_packagesquery | 3 | 2026-07-28+ | 54/100 | D |
| 48 | cherry-evals marinone94/cherry-evals get_datasethybrid_search_exampleslist_datasets+2 | 5 | <=2025-11-25 | 53/100 | D |
| 49 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 50 | orionbelt-semantic-layer ralfbecher/orionbelt-semantic-layer Compile Advanced QueryCompile QueryDescribe Model+27 | 30 | 2026-07-28+ | 53/100 | D |