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102 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 |
| 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 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 5 | hkex-filing-scraper simonplmak-cloud/hkex-filing-scraper describe_schemaget_configget_filing+6 | 9 | <=2025-11-25 | 72/100 | B |
| 6 | plydb kineticloom/plydb get_semantic_contextquery | 2 | 2025-06-18+ | 69/100 | C |
| 7 | scherlok rbmuller/scherlok checkhistoryinvestigate+3 | 6 | 2026-07-28+ | 69/100 | C |
| 8 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 9 | orionbelt-analytics ralforion/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 66/100 | C |
| 10 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 64/100 | C |
| 11 | nlsql-mcp-server-npm tushar-badhwar/nlsql-mcp-server-npm analyze_schemaconnectconnect_database+14 | 17 | <=2025-11-25 | 63/100 | C |
| 12 | contextkit Quiet-Victory-Labs/contextkit db_describe_tabledb_list_schemasdb_list_tables+11 | 14 | 2026-07-28+ | 62/100 | C |
| 13 | envector-mcp-server CryptoLabInc/envector-mcp-server create_indexdeletedelete_index+9 | 12 | <=2025-11-25 | 62/100 | C |
| 14 | tradeinternal-mcp mavula/tradeinternal-mcp compare_datesget_candlesget_current_date+3 | 6 | 2026-07-28+ | 62/100 | C |
| 15 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 16 | ztrade-mcp ztrade/ztrade-mcp get_task_resultget_task_statuslist_tasks | 3 | <=2025-11-25 | 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 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 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 | tecton-mcp tecton-ai/tecton-mcp get_full_tecton_sdk_reference_toolquery_documentation_index_toolquery_example_code_snippet_index_tool+3 | 6 | <=2025-11-25 | 58/100 | D |
| 23 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 24 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 25 | mcp.backyardbrains.com BackyardBrains/mcp.backyardbrains.com metabase_create_cardmetabase_execute_cardmetabase_execute_sql+14 | 17 | <=2025-11-25 | 56/100 | D |
| 26 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 27 | kg-mcp-server JimsonR/kg-mcp-server get_sql_schemarun_sql_query | 2 | <=2025-11-25 | 55/100 | D |
| 28 | kyomi-connect kyomi-ai/kyomi-connect dry_runexecute_queryexecute_query_stream_arrow+1 | 4 | <=2025-11-25 | 55/100 | D |
| 29 | pixeltable-mcp-server pixeltable/pixeltable-mcp-server add_computed_columncreate_querycreate_table+19 | 22 | <=2025-11-25 | 54/100 | D |
| 30 | publisher malloydata/publisher get_contextlist_packagesquery | 3 | 2026-07-28+ | 54/100 | D |
| 31 | rag-template ydkulks/rag-template clear_documentsget_statsingest_csv+2 | 5 | 2026-07-28+ | 54/100 | D |
| 32 | huggingface_mcp Talos-AI-Solutions/huggingface_mcp check_dataset_validityfilter_datasetget_dataset_first_rows+9 | 12 | <=2025-11-25 | 53/100 | D |
| 33 | orionbelt-semantic-layer ralfbecher/orionbelt-semantic-layer Compile Advanced QueryCompile QueryDescribe Model+27 | 30 | 2026-07-28+ | 53/100 | D |
| 34 | sprtx-mcp sprtxbabe/sprtx-mcp call_toolget_all_tokensget_organizations+12 | 15 | <=2025-11-25 | 53/100 | D |
| 35 | mastra2-course anotherjung/mastra2-course calculatorget-transactionsget-weather | 3 | 2025-06-18+ | 52/100 | D |
| 36 | mcp-server CengSin-s-RAG/mcp-server generate_document_linkget_user_benefit_recordssearch_articles+2 | 5 | 2025-06-18+ | 52/100 | D |
| 37 | mcp-server-demo BooboNikita/mcp-server-demo addassess_compliance_riskassess_demo+16 | 19 | 2026-07-28+ | 52/100 | D |
| 38 | Hands_on_LLM Theanh130124/Hands_on_LLM addget_current_temperature_by_cityget_ma_so_thue+2 | 5 | 2026-07-28+ | 51/100 | D |
| 39 | hf-trending-mcp kukapay/hf-trending-mcp get_trending_datasetsget_trending_modelsget_trending_spaces+1 | 4 | 2026-07-28+ | 51/100 | 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 | ml-mcp PushPullCommitPush/ml-mcp creds_addcreds_create_vaultcreds_list+10 | 13 | 2026-07-28+ | 50/100 | D |
| 43 | unsloth-mcp-server OtotaO/unsloth-mcp-server check_installationexport_modelfinetune_model+3 | 6 | 2026-07-28+ | 50/100 | D |
| 44 | infino-mcp infino-ai/infino-mcp infino_sql | 1 | 2026-07-28+ | 49/100 | F |
| 45 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 46 | mcp-server-demo Ida-Happy/mcp-server-demo getFinanceExchangegetLocalDateTimegetPurchaseOrders+1 | 4 | <=2025-11-25 | 49/100 | F |
| 47 | synthetic-data-mcp marc-shade/synthetic-data-mcp add_database_connectionanalyze_privacy_riskanalyze_schema+13 | 16 | <=2025-11-25 | 48/100 | F |
| 48 | go-mcp-server febriansyahnr/go-mcp-server calculatorcheck_disbursement_transaction | 2 | <=2025-11-25 | 47/100 | F |
| 49 | MCP-nlp2sql TimelesClock/MCP-nlp2sql create_chartdescribe_tablelist_charts+4 | 7 | <=2025-11-25 | 46/100 | F |
| 50 | mcp-projects SrGrace/mcp-projects addanalyze_tickerget_ticker_info+6 | 9 | 2026-07-28+ | 46/100 | F |