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720 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | AI-Business-Automation-Agent Danish08654/AI-Business-Automation-Agent approve_invoiceflag_for_reviewgenerate_ap_summary+5 | 8 | 2026-07-28+ | 59/100 | D |
| 2 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server |
| 7 |
| <=2025-11-25 |
| 59/100 |
| D |
| 3 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 4 | MedCP BaranziniLab/MedCP get_clinical_records_schemaget_knowledge_graph_schemaquery_clinical_records+1 | 4 | <=2025-11-25 | 59/100 | D |
| 5 | advanced-slack-mcp coreyepstein/advanced-slack-mcp add_reactionfind_userget_channel_info+9 | 12 | 2026-07-28+ | 59/100 | D |
| 6 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 7 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 8 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 9 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 10 | lilith-zero BadC-mpany/lilith-zero addarchivecalculate+35 | 38 | <=2025-11-25 | 59/100 | D |
| 11 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |
| 12 | mcp-notify pilat/mcp-notify send_message | 1 | 2026-07-28+ | 59/100 | D |
| 13 | mcp-server yahyafaheem/mcp-server describe_tableget_db_schemaget_sample_rows+1 | 4 | 2026-07-28+ | 59/100 | D |
| 14 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 15 | mysql-query-mcp-server devakone/mysql-query-mcp-server environmentsinfoquery | 3 | <=2025-11-25 | 59/100 | D |
| 16 | smartintern-mcp Garblesnarff/smartintern-mcp create_follow_upcreate_meeting_notesextract_action_items+7 | 10 | 2026-07-28+ | 59/100 | D |
| 17 | spring-mcp-server-example kjyy08/spring-mcp-server-example changeUserRolecheckUserExistscreateUser+7 | 10 | 2026-07-28+ | 59/100 | D |
| 18 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 19 | Discord-MCP-Server IuriGuerreiro/Discord-MCP-Server add_known_guildadd_known_userget_guild_channels_tool+4 | 7 | <=2025-11-25 | 58/100 | D |
| 20 | TrendRadar sansan0/TrendRadar analyze_sentimentexport_dataget_config+17 | 20 | 2026-07-28+ | 58/100 | D |
| 21 | bytepro-mcp-core bytepro-ai/bytepro-mcp-core add_customerdescribe_tablelist_tables+1 | 4 | <=2025-11-25 | 58/100 | D |
| 22 | call-a-human-mcp nishantmodak/call-a-human-mcp ask_humanrequest_approval | 2 | 2026-07-28+ | 58/100 | D |
| 23 | database-mcp-server mradovic95/database-mcp-server close_connectionconnect_databaseconnect_from_config+7 | 10 | <=2025-11-25 | 58/100 | D |
| 24 | db-mcp-server FreePeak/db-mcp-server describeexecuteexplain+14 | 17 | 2026-07-28+ | 58/100 | D |
| 25 | enterprise-mcp-course decodingai-magazine/enterprise-mcp-course asana_create_taskasana_find_taskgithub_get_pull_request+8 | 11 | 2026-07-28+ | 58/100 | D |
| 26 | goclaw nextlevelbuilder/goclaw browserclaude_remotecreate_audio+40 | 43 | 2026-07-28+ | 58/100 | D |
| 27 | jit-enablement-engine VicUgochukwu/jit-enablement-engine add_case_studyadd_competitoradd_objection+2 | 5 | 2026-07-28+ | 58/100 | D |
| 28 | mcp-mysql sajithrw/mcp-mysql mysql_connectmysql_describe_tablemysql_disconnect+5 | 8 | 2026-07-28+ | 58/100 | D |
| 29 | mysql-mcp-server duckduck93/mysql-mcp-server describe_tableexecuteexplain+5 | 8 | 2025-06-18+ | 58/100 | D |
| 30 | mysql-mcp-server-sse mangooer/mysql-mcp-server-sse mysql_describe_tablemysql_paginate_resultsmysql_query+9 | 12 | <=2025-11-25 | 58/100 | D |
| 31 | rs_systems_mcp_health_monitor wrenchtokeys/rs_systems_mcp_health_monitor analyze_s3_usagecheck_api_performancecheck_database_performance+4 | 7 | <=2025-11-25 | 58/100 | D |
| 32 | slack-web-mcp cherrin1/slack-web-mcp slack_add_reactionslack_get_channelsslack_get_messages+6 | 9 | 2026-07-28+ | 58/100 | D |
| 33 | sqlx-mcp lihongjie0209/sqlx-mcp execute_readonly_queryexecute_write_queryget_database_info+2 | 5 | <=2025-11-25 | 58/100 | D |
| 34 | turbular raeudigerRaeffi/turbular execute_queryget_schemaget_supported_databases+5 | 8 | 2026-07-28+ | 58/100 | D |
| 35 | xampp-mcp dony-aep/xampp-mcp db_createdb_exportdb_import+1 | 4 | 2026-07-28+ | 58/100 | D |
| 36 | AI-MCP-Server krs-trc/AI-MCP-Server create_incidentemail_send_mocksearch_incidents+1 | 4 | 2025-06-18+ | 57/100 | D |
| 37 | MCP-TRIVIA Oduo24/MCP-TRIVIA admin_datacalculate_scorecreate_temp_user+10 | 13 | 2026-07-28+ | 57/100 | D |
| 38 | 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 |
| 39 | Slack_mcp_server Sreenav14/Slack_mcp_server fetch_historylist_channelssend_message | 3 | 2026-07-28+ | 57/100 | D |
| 40 | claude-slack-bridge tomeraitz/claude-slack-bridge ask_on_slacknotify_on_slack | 2 | <=2025-11-25 | 57/100 | D |
| 41 | database-mcp-server guyinwonder168/database-mcp-server analyze-data-lineageanalyze-schemaconfigure-profile+17 | 20 | 2026-07-28+ | 57/100 | D |
| 42 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 43 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 44 | mcp-agent-builder-go manishiitg/mcp-agent-builder-go capture_contextget_activity_status | 2 | <=2025-11-25 | 57/100 | D |
| 45 | mcp-atlas scaleapi/mcp-atlas call-toolclear-cacheget-cache-stats+3 | 6 | <=2025-11-25 | 57/100 | D |
| 46 | mcp-database-server rohitkapoorfriend/mcp-database-server describe_tableexecute_queryget_schema+2 | 5 | <=2025-11-25 | 57/100 | D |
| 47 | mcp-demo caicongyang/mcp-demo create_tabledescribe_tableget_weather+3 | 6 | 2026-07-28+ | 57/100 | D |
| 48 | mcp-notify nirholas/mcp-notify AtomFeedCreateSubscriptionDeleteSubscription+18 | 21 | 2026-07-28+ | 57/100 | D |
| 49 | mcp-sqlalchemy woonstadrotterdam/mcp-sqlalchemy describe_tableget_schemaget_table_info+2 | 5 | 2026-07-28+ | 57/100 | D |
| 50 | mcpolly MCPolly/mcpolly check_stop_requestdelete_embeddingsget_agent_activity+11 | 14 | <=2025-11-25 | 57/100 | D |