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121 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 |
| MCP-Server-and-PostgreSQL-Sample-Retail microsoft/MCP-Server-and-PostgreSQL-Sample-Retail execute_sales_queryget_current_utc_dateget_multiple_table_schemas+1 |
| 4 |
| 2026-07-28+ |
| 79/100 |
| B |
| 2 | mcp-grafana grafana/mcp-grafana describe_sql_tablelist_sql_databaseslist_sql_tables+1 | 4 | <=2025-11-25 | 79/100 | B |
| 3 | precis-finance-mcp precis-finance/precis-finance-mcp get_bindingget_load_statuslist_bindings+3 | 6 | 2026-07-28+ | 79/100 | B |
| 4 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 5 | orionbelt-analytics ralfbecher/orionbelt-analytics add_rdf_knowledgeapply_semantic_namescleanup_workspace+23 | 26 | <=2025-11-25 | 77/100 | B |
| 6 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 7 | bagel Extelligence-ai/bagel delete_pipelinedescribe_data_sourcedescribe_topic+12 | 15 | 2025-06-18+ | 73/100 | B |
| 8 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 9 | cdm-mcp-server kbase/cdm-mcp-server count_delta_tableget_database_structureget_table_schema+5 | 8 | 2026-07-28+ | 72/100 | B |
| 10 | galaxium-travels-infrastructure-tsuedbro thomassuedbroecker/galaxium-travels-infrastructure-tsuedbro book_flightcancel_bookingget_bookings+3 | 6 | 2026-07-28+ | 72/100 | B |
| 11 | wp-blockmarkup-mcp pluginslab/wp-blockmarkup-mcp get_block_markupget_block_schemalist_block_attributes+3 | 6 | 2026-07-28+ | 72/100 | B |
| 12 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 13 | dbt-llm-agent pragunbhutani/dbt-llm-agent get_model_detailsget_project_summarylist_dbt_models+1 | 4 | <=2025-11-25 | 71/100 | B |
| 14 | quilombo mgaitan/quilombo audit_inventorybulk_upsert_inventorycreate_item+13 | 16 | 2025-06-18+ | 71/100 | B |
| 15 | sample-fraud-investigation-assistance-using-aws-bedrock-strandsagents-mcp aws-samples/sample-fraud-investigation-assistance-using-aws-bedrock-strandsagents-mcp filter_merchant_statsfilter_transactionsget_authorization_transaction_by_id+6 | 9 | 2026-07-28+ | 71/100 | B |
| 16 | BI-Chart-MCP-Server c-cf/BI-Chart-MCP-Server add_insightcreate_memocreate_visualization+4 | 7 | <=2025-11-25 | 59/100 | D |
| 17 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 18 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 19 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 20 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 21 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 22 | metabase-hosted-mcp CarterMcAlister/metabase-hosted-mcp add_card_to_dashboardcopy_dashboardcreate_card+18 | 21 | <=2025-11-25 | 59/100 | D |
| 23 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 24 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 25 | profiles-mcp rudderlabs/profiles-mcp about_profilesdescribe_tableget_connection_details+7 | 10 | <=2025-11-25 | 59/100 | D |
| 26 | smart_commerce_agent Aparnap2/smart_commerce_agent addToCartgetOrdersget_budget_status+6 | 9 | <=2025-11-25 | 59/100 | D |
| 27 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 28 | MCP-PostgreSQL-Ops call518/MCP-PostgreSQL-Ops get_lock_monitoringget_wal_status | 2 | <=2025-11-25 | 58/100 | D |
| 29 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 30 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 31 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 32 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 33 | mcp_server_client muralianand12345/mcp_server_client describe_tablefind_relationshipsget_foreign_keys+9 | 12 | 2025-06-18+ | 58/100 | D |
| 34 | mnemiq agenticfabriq/mnemiq db_readdb_writeget_schema | 3 | 2026-07-28+ | 58/100 | D |
| 35 | pg-aiguide timescale/pg-aiguide search_docsview_skill | 2 | 2026-07-28+ | 58/100 | D |
| 36 | pgtuner_mcp isdaniel/pgtuner_mcp analyze_buffer_cacheanalyze_table_bloatanalyze_toast_storage+5 | 8 | 2026-07-28+ | 58/100 | D |
| 37 | 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 |
| 38 | supabase-mcp-server alexander-zuev/supabase-mcp-server call_auth_admin_methodconfirm_destructive_operationexecute_postgresql+9 | 12 | <=2025-11-25 | 58/100 | D |
| 39 | warimcp Bigabou007-dev/warimcp authorize_and_paygenerate_payment_linkinitiate_payment+6 | 9 | 2026-07-28+ | 58/100 | D |
| 40 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 41 | Litescope croc100/Litescope litescope_checklitescope_difflitescope_fingerprint+7 | 10 | 2025-06-18+ | 57/100 | D |
| 42 | aitour26-WRK540-unlock-your-agents-potential-with-model-context-protocol microsoft/aitour26-WRK540-unlock-your-agents-potential-with-model-context-protocol EchoExecuteSalesQueryAsyncGetCurrentUtcDate+2 | 5 | 2026-07-28+ | 57/100 | D |
| 43 | genai-eshop-semantic-kernel mehdihadeli/genai-eshop-semantic-kernel HybridSearchProducts | 1 | 2026-07-28+ | 57/100 | D |
| 44 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 45 | lakebase-mcp-server ankity09/lakebase-mcp-server alter_tablebatch_insertcompare_database_schema+30 | 33 | <=2025-11-25 | 57/100 | D |
| 46 | mcp-data-detective themroats/mcp-data-detective compare_schemasconnect_sourcecreate_chart+13 | 16 | <=2025-11-25 | 57/100 | D |
| 47 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 48 | mcp-servers michael-trullion/mcp-servers add_widget_to_dashboardcreate_dashboardcreate_query+26 | 29 | 2026-07-28+ | 57/100 | D |
| 49 | raley-bot johnzfitch/raley-bot addadd_planauth+15 | 18 | 2026-07-28+ | 57/100 | D |
| 50 | AI-Engineer-Test-Task AbylaiSekerbek7/AI-Engineer-Test-Task add_productcreate_orderget_product+2 | 5 | 2025-06-18+ | 56/100 | D |