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215 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 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_users |
| 3 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | MedCP BaranziniLab/MedCP get_clinical_records_schemaget_knowledge_graph_schemaquery_clinical_records+1 | 4 | <=2025-11-25 | 59/100 | D |
| 4 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 5 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 6 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 7 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 8 | mcp-server yahyafaheem/mcp-server describe_tableget_db_schemaget_sample_rows+1 | 4 | 2026-07-28+ | 59/100 | D |
| 9 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 10 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 11 | moondream-mcp ColeMurray/moondream-mcp analyze_imagebatch_analyze_imagescaption_image+3 | 6 | 2026-07-28+ | 59/100 | D |
| 12 | mysql-query-mcp-server devakone/mysql-query-mcp-server environmentsinfoquery | 3 | <=2025-11-25 | 59/100 | D |
| 13 | neuronest-mcp pronzzz/neuronest-mcp append_to_daily_notedaily_briefingestimate_token_size+5 | 8 | 2026-07-28+ | 59/100 | D |
| 14 | opencaselaw jonashertner/opencaselaw analyze_legal_trendapprove_source_packet_planattest_response+42 | 45 | 2026-07-28+ | 59/100 | D |
| 15 | palace-rs AncientiCe/palace-rs palace_create_wingpalace_delete_drawerpalace_diary_search+16 | 19 | <=2025-11-25 | 59/100 | D |
| 16 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 17 | rag-memory-pg-mcp kshidenko/rag-memory-pg-mcp addObservationschunkDocumentcreateEntities+20 | 23 | 2026-07-28+ | 59/100 | D |
| 18 | spring-mcp-server-example kjyy08/spring-mcp-server-example changeUserRolecheckUserExistscreateUser+7 | 10 | 2026-07-28+ | 59/100 | D |
| 19 | vllm-mlx waybarrios/vllm-mlx convert_tools_to_typescriptextract_tool_callsextract_tool_calls (AutoToolParser)+9 | 12 | 2026-07-28+ | 59/100 | D |
| 20 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 21 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 22 | Haven kyrillosishak/Haven delete_documentinsert_documentrag_query+1 | 4 | 2026-07-28+ | 58/100 | D |
| 23 | bytepro-mcp-core bytepro-ai/bytepro-mcp-core add_customerdescribe_tablelist_tables+1 | 4 | <=2025-11-25 | 58/100 | D |
| 24 | database-mcp-server mradovic95/database-mcp-server close_connectionconnect_databaseconnect_from_config+7 | 10 | <=2025-11-25 | 58/100 | D |
| 25 | db-mcp-server FreePeak/db-mcp-server describeexecuteexplain+14 | 17 | 2026-07-28+ | 58/100 | D |
| 26 | mcp-mysql sajithrw/mcp-mysql mysql_connectmysql_describe_tablemysql_disconnect+5 | 8 | 2026-07-28+ | 58/100 | D |
| 27 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 28 | mysql-mcp-server duckduck93/mysql-mcp-server describe_tableexecuteexplain+5 | 8 | 2025-06-18+ | 58/100 | D |
| 29 | mysql-mcp-server-sse mangooer/mysql-mcp-server-sse mysql_describe_tablemysql_paginate_resultsmysql_query+9 | 12 | <=2025-11-25 | 58/100 | D |
| 30 | paparats-mcp IBazylchuk/paparats-mcp get_git_historyget_project_statsget_symbol_graph+6 | 9 | 2026-07-28+ | 58/100 | D |
| 31 | sqlx-mcp lihongjie0209/sqlx-mcp execute_readonly_queryexecute_write_queryget_database_info+2 | 5 | <=2025-11-25 | 58/100 | D |
| 32 | 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 |
| 33 | turbular raeudigerRaeffi/turbular execute_queryget_schemaget_supported_databases+5 | 8 | 2026-07-28+ | 58/100 | D |
| 34 | xampp-mcp dony-aep/xampp-mcp db_createdb_exportdb_import+1 | 4 | 2026-07-28+ | 58/100 | D |
| 35 | AI-MCP-Server krs-trc/AI-MCP-Server create_incidentemail_send_mocksearch_incidents+1 | 4 | 2025-06-18+ | 57/100 | D |
| 36 | MCP-TRIVIA Oduo24/MCP-TRIVIA admin_datacalculate_scorecreate_temp_user+10 | 13 | 2026-07-28+ | 57/100 | D |
| 37 | Product-Catalog-with-FastAPI-and-MCP KhaledEssghaier/Product-Catalog-with-FastAPI-and-MCP create_productdelete_productget_categories+3 | 6 | 2026-07-28+ | 57/100 | D |
| 38 | database-mcp-server guyinwonder168/database-mcp-server analyze-data-lineageanalyze-schemaconfigure-profile+17 | 20 | 2026-07-28+ | 57/100 | D |
| 39 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 40 | govgis_nov2023-slim-spatial-server joshuasundance-swca/govgis_nov2023-slim-spatial-server gis_layer_search | 1 | 2026-07-28+ | 57/100 | D |
| 41 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 42 | mcp-database-server rohitkapoorfriend/mcp-database-server describe_tableexecute_queryget_schema+2 | 5 | <=2025-11-25 | 57/100 | D |
| 43 | mcp-demo caicongyang/mcp-demo create_tabledescribe_tableget_weather+3 | 6 | 2026-07-28+ | 57/100 | D |
| 44 | mcp-sqlalchemy woonstadrotterdam/mcp-sqlalchemy describe_tableget_schemaget_table_info+2 | 5 | 2026-07-28+ | 57/100 | D |
| 45 | mysql-mcp-server lichuanrong7/mysql-mcp-server mysql_ddlmysql_querymysql_schema | 3 | 2026-07-28+ | 57/100 | D |
| 46 | talk-sql-mcp-server Edavi11/talk-sql-mcp-server db_create_relationdb_create_tabledb_create_trigger+7 | 10 | 2025-06-18+ | 57/100 | D |
| 47 | tonl-mcp-bridge kryptomrx/tonl-mcp-bridge calculate_savingsconvert_to_tonlparse_tonl | 3 | 2026-07-28+ | 57/100 | D |
| 48 | weather-by-met zhenkai-dev/weather-by-met check_7day_forecastcheck_weather_today | 2 | 2026-07-28+ | 57/100 | D |
| 49 | Common_Chronicle Intelligent-Internet/Common_Chronicle create_timeline | 1 | <=2025-11-25 | 56/100 | D |
| 50 | FusionAL JRM-FusionAL/FusionAL config_add_blocked_command_patternconfig_getconfig_set_allowed_directories+11 | 14 | 2026-07-28+ | 56/100 | D |