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164 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 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 5 | MarkSight Rinava/MarkSight create_skilldocument_metricsdocument_outline+2 | 5 | 2026-07-28+ | 70/100 | 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 | agent cipi-sh/agent app_infoartisandb_query+3 | 6 | 2026-07-28+ | 68/100 | C |
| 9 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 10 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 11 | coding-agent-loop manishiitg/coding-agent-loop capture_contextget_activity_statustrigger_and_auto_notify | 3 | 2026-07-28+ | 67/100 | C |
| 12 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 13 | snippets cheolwanpark/snippets search | 1 | 2026-07-28+ | 67/100 | C |
| 14 | orionbelt-analytics ralforion/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 66/100 | C |
| 15 | alibabacloud-polardb-mcp-server aliyun/alibabacloud-polardb-mcp-server execute_sqlexecute_sqlimport_knowledge_base+15 | 18 | <=2025-11-25 | 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 | DBJavaGenix ZhaoXingPeng/DBJavaGenix ai_infer_business_namesai_metricsai_recommend_template+14 | 17 | 2026-07-28+ | 62/100 | C |
| 18 | contextkit Quiet-Victory-Labs/contextkit db_describe_tabledb_list_schemasdb_list_tables+11 | 14 | 2026-07-28+ | 62/100 | C |
| 19 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 20 | socraticode giancarloerra/socraticode codebase_aboutcodebase_contextcodebase_context_index+24 | 27 | <=2025-11-25 | 62/100 | C |
| 21 | LokalBoards florian-strasser/LokalBoards claimCardcreateCardgetBoardTree+9 | 12 | 2026-07-28+ | 61/100 | C |
| 22 | PA-major meghnamankotia/PA-major createCalendarEventcreateGoogleDocgenerateMindMap+7 | 10 | <=2025-11-25 | 60/100 | C |
| 23 | albumentations-mcp Ramsi-K/albumentations-mcp augment_imageaugmentation_parseravailable_transforms_examples+15 | 18 | <=2025-11-25 | 60/100 | C |
| 24 | cgc anthonylee991/cgc cgc_add_sourcecgc_chunkcgc_discover+9 | 12 | 2026-07-28+ | 60/100 | C |
| 25 | codebase-mcp danyQe/codebase-mcp edit_toolgit_toolindex_tool+5 | 8 | 2026-07-28+ | 60/100 | C |
| 26 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 27 | wso2-docs-mcp-server iamvirul/wso2-docs-mcp-server explain_wso2_conceptget_wso2_guidelist_wso2_products+1 | 4 | 2026-07-28+ | 60/100 | C |
| 28 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 29 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 30 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 31 | simple-claude-code-github-agent GabsFranke/simple-claude-code-github-agent find_definitionsfind_referencesget_context+6 | 9 | 2026-07-28+ | 59/100 | D |
| 32 | Air-Quality-Trends-Analysis-Project dyneth02/Air-Quality-Trends-Analysis-Project compare_citiesforecast_cityforecast_multi+1 | 4 | <=2025-11-25 | 58/100 | D |
| 33 | dev-mcp visla-perlin/dev-mcp loki_query | 1 | <=2025-11-25 | 57/100 | D |
| 34 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 35 | mobile-device-mcp saranshbamania/mobile-device-mcp analyze_screendouble_tapextract_text+34 | 37 | 2026-07-28+ | 57/100 | D |
| 36 | vue-mcp joelbarmettlerUZH/vue-mcp ecosystem_searchnuxt_api_lookupnuxt_docs_search+11 | 14 | <=2025-11-25 | 57/100 | D |
| 37 | MCP-TEST-Agent Harsha-Kumar-06/MCP-TEST-Agent check_pto_balancecheck_system_statuscreate_support_ticket+12 | 15 | 2026-07-28+ | 56/100 | D |
| 38 | MCP_Server_Config rajkishore2015/MCP_Server_Config git_get_statusjira_create_epicjira_create_story+9 | 12 | 2026-07-28+ | 56/100 | D |
| 39 | code-summarizer nicobailon/code-summarizer set_configsummarize_directorysummarize_file | 3 | 2026-07-28+ | 56/100 | D |
| 40 | conductor-tasks hridaya423/conductor-tasks add-task-notecreate-taskcreate-task-from-template+18 | 21 | <=2025-11-25 | 56/100 | D |
| 41 | mcp-codebase-index NgoTaiCo/mcp-codebase-index check_indexenhance_promptenhancement_telemetry+6 | 9 | 2026-07-28+ | 56/100 | D |
| 42 | mcp.backyardbrains.com BackyardBrains/mcp.backyardbrains.com metabase_create_cardmetabase_execute_cardmetabase_execute_sql+14 | 17 | <=2025-11-25 | 56/100 | D |
| 43 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 44 | 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 |
| 45 | kyomi-connect kyomi-ai/kyomi-connect dry_runexecute_queryexecute_query_stream_arrow+1 | 4 | <=2025-11-25 | 55/100 | D |
| 46 | ohsee redbuilding/ohsee create_designcreate_hubspot_marketing_emailexecute_sql_query_tool+17 | 20 | <=2025-11-25 | 55/100 | D |
| 47 | sqlew sqlew-io/sqlew constraintdecisionexample+5 | 8 | 2026-07-28+ | 55/100 | D |
| 48 | web-eval-agent refreshdotdev/web-eval-agent setup_browser_stateweb_eval_agent | 2 | <=2025-11-25 | 55/100 | D |
| 49 | code-portal-mcp TylerALofall/code-portal-mcp ai_uicreate_desktop_shortcutcreate_project+21 | 24 | <=2025-11-25 | 54/100 | D |
| 50 | data-planning-agent opendedup/data-planning-agent continue_conversationgenerate_data_prpstart_planning_session | 3 | <=2025-11-25 | 54/100 | D |