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86 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 | AskSlackBot kwstasg/AskSlackBot addaveragedivide+8 | 11 | 2026-07-28+ | 69/100 | C |
| 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 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 8 | transcriptor-mcp samson-art/transcriptor-mcp get_available_subtitlesget_chaptersget_raw_subtitles+5 | 8 | 2025-06-18+ | 67/100 | C |
| 9 | YT_Trans_MCP earl562/YT_Trans_MCP add_youtube_videoclear_all_videosget_video_transcript+4 | 7 | 2026-07-28+ | 66/100 | C |
| 10 | orchid-youtube-mcp pablitxn/orchid-youtube-mcp delete_videoget_ingestion_statusget_sources+3 | 6 | 2026-07-28+ | 66/100 | C |
| 11 | orionbelt-analytics ralforion/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 66/100 | C |
| 12 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 13 | nlsql-mcp-server-npm tushar-badhwar/nlsql-mcp-server-npm analyze_schemaconnectconnect_database+14 | 17 | <=2025-11-25 | 63/100 | C |
| 14 | chatterbox-mcp anand-92/chatterbox-mcp clone_voice_from_youtubedelete_voicegenerate_conversation+3 | 6 | 2026-07-28+ | 62/100 | C |
| 15 | contextkit Quiet-Victory-Labs/contextkit db_describe_tabledb_list_schemasdb_list_tables+11 | 14 | 2026-07-28+ | 62/100 | C |
| 16 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 17 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 18 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 19 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 20 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 21 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 22 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 23 | elevenlabs-scribe-transcriber shuntagami/elevenlabs-scribe-transcriber transcribe-audio | 1 | 2026-07-28+ | 58/100 | D |
| 24 | yt-transcript-dl-mcp jedarden/yt-transcript-dl-mcp clear_cacheformat_transcriptget_bulk_transcripts+4 | 7 | <=2025-11-25 | 58/100 | D |
| 25 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 26 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 27 | mcp.backyardbrains.com BackyardBrains/mcp.backyardbrains.com metabase_create_cardmetabase_execute_cardmetabase_execute_sql+14 | 17 | <=2025-11-25 | 56/100 | D |
| 28 | media-mcp woosal1337/media-mcp add_filter_ruleadd_user_to_monitorcheck_follow_relationship+28 | 31 | 2026-07-28+ | 56/100 | D |
| 29 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 30 | deeplook OSOJDJD/deeplook lookupresearch | 2 | <=2025-11-25 | 55/100 | D |
| 31 | kyomi-connect kyomi-ai/kyomi-connect dry_runexecute_queryexecute_query_stream_arrow+1 | 4 | <=2025-11-25 | 55/100 | D |
| 32 | mcp-youtube-transcript sinco-lab/mcp-youtube-transcript get_available_languagesget_timed_transcriptget_transcript+2 | 5 | 2026-07-28+ | 55/100 | D |
| 33 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 34 | publisher malloydata/publisher get_contextlist_packagesquery | 3 | 2026-07-28+ | 54/100 | D |
| 35 | mcp-podcast-scraper walid-koleilat/mcp-podcast-scraper add_trackingcheck_new_episodesget_summary_prompt+7 | 10 | 2026-07-28+ | 53/100 | D |
| 36 | orionbelt-semantic-layer ralfbecher/orionbelt-semantic-layer Compile Advanced QueryCompile QueryDescribe Model+27 | 30 | 2026-07-28+ | 53/100 | D |
| 37 | x-reader runesleo/x-reader detect_platformlist_inboxread_batch+1 | 4 | 2026-07-28+ | 53/100 | D |
| 38 | socialia ywatanabe1989/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 39 | socialia scitex-ai/socialia analytics_pageviewsanalytics_realtimeanalytics_sources+7 | 10 | 2026-07-28+ | 52/100 | D |
| 40 | Aix-DB apconw/Aix-DB ask_usersql_db_list_tablessql_db_query+1 | 4 | <=2025-11-25 | 50/100 | D |
| 41 | erp-report-engine gulmezeren2-byte/erp-report-engine agingcheck_querydescribe_model+3 | 6 | 2026-07-28+ | 50/100 | D |
| 42 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 43 | Youtube-MCP IA-Programming/Youtube-MCP get-transcriptsearch-transcriptssearch-youtube+1 | 4 | <=2025-11-25 | 47/100 | F |
| 44 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 45 | MCP-nlp2sql TimelesClock/MCP-nlp2sql create_chartdescribe_tablelist_charts+4 | 7 | <=2025-11-25 | 46/100 | F |
| 46 | academia_mcp IlyaGusev/academia_mcp anthology_searcharxiv_downloadarxiv_search+25 | 28 | 2026-07-28+ | 46/100 | F |
| 47 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 48 | sre SmythOS/sre Meeting Summary GeneratorReal-time Transcript AnalysisTranscript Vector Indexing+2 | 5 | <=2025-11-25 | 46/100 | F |
| 49 | zaj-MySQL-MCP zajTools/zaj-MySQL-MCP add_insightdescribe_tablelist_insights+3 | 6 | 2026-07-28+ | 45/100 | F |
| 50 | marmot marmotdata/marmot | 0 | 2026-07-28+ | 44/100 | F |