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1,069 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-server-aws rishikavikondala/mcp-server-aws dynamodb_describe_ttldynamodb_item_deletedynamodb_item_get+16 | 19 | <=2025-11-25 | 49/100 | F |
| 52 | mcp-server-parquet markmhendrickson/mcp-server-parquet aggregatecreate_snapshot |
| 16 |
| 2026-07-28+ |
| 49/100 |
| F |
| 53 | mcp-server-starrocks hagsmand/mcp-server-starrocks create-tabledescribe-tablelist-tables+2 | 5 | <=2025-11-25 | 49/100 | F |
| 54 | mcp_quick_start_py matthew-sayer/mcp_quick_start_py summarise_pbip | 1 | 2026-07-28+ | 49/100 | F |
| 55 | mcp_server_proj_fc3 radial-hks/mcp_server_proj_fc3 hellotransform_coordinates | 2 | 2026-07-28+ | 49/100 | F |
| 56 | mir-eval-autolab romot-co/mir-eval-autolab get_codeget_evaluation_suggestion_promptget_improve_code_prompt+7 | 10 | <=2025-11-25 | 49/100 | F |
| 57 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 58 | notebooklm-mcp-server alexjiaguo/notebooklm-mcp-server add_source_textadd_source_urlchat_ask+3 | 6 | 2026-07-28+ | 49/100 | F |
| 59 | notebooklm-mcp-structured paolodalprato/notebooklm-mcp-structured add_notebookask_questioncleanup_data+13 | 16 | 2026-07-28+ | 49/100 | F |
| 60 | osdu-mcp-server danielscholl/osdu-mcp-server entitlements_minehealth_checklegaltag_batch_retrieve+28 | 31 | <=2025-11-25 | 49/100 | F |
| 61 | paraview-mcp failed33/paraview-mcp capture_screenshotexecute_pythonget_history+3 | 6 | 2026-07-28+ | 49/100 | F |
| 62 | rocketride-server rocketride-org/rocketride-server | 0 | 2026-07-28+ | 49/100 | F |
| 63 | salesforce-mcp-server-by-cdata CDataSoftware/salesforce-mcp-server-by-cdata salesforce_get_columnssalesforce_get_tablessalesforce_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 64 | sas-xpt-mcp-server-by-cdata CDataSoftware/sas-xpt-mcp-server-by-cdata {prefix}_get_columns{prefix}_get_tables{prefix}_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 65 | scholar_mcp_server Seelly/scholar_mcp_server getScholarPapersearchScholarPapers | 2 | <=2025-11-25 | 49/100 | F |
| 66 | semantic-search-project Phaja/semantic-search-project clear_cacheget_statsquery_endpoint | 3 | 2026-07-28+ | 49/100 | F |
| 67 | snc-cribl-mcp atree1023/snc-cribl-mcp copy_resource_configdelete_packget_config_objects+21 | 24 | <=2025-11-25 | 49/100 | F |
| 68 | snowflake-mcp-server-agent MrJohn91/snowflake-mcp-server-agent get_data_helplist_available_dataquery_snowflake_gold | 3 | <=2025-11-25 | 49/100 | F |
| 69 | substreams-search-mcp PaulieB14/substreams-search-mcp inspect_packagemodule_graphsearch_substreams | 3 | 2026-07-28+ | 49/100 | F |
| 70 | tableau-crm-analytics-mcp-server-by-cdata CDataSoftware/tableau-crm-analytics-mcp-server-by-cdata tableaucrm_get_columnstableaucrm_get_tablestableaucrm_run_query | 3 | <=2025-11-25 | 49/100 | F |
| 71 | tableau-mcp-server LokiMCPUniverse/tableau-mcp-server download_workbooklist_datasourceslist_projects+7 | 10 | 2026-07-28+ | 49/100 | F |
| 72 | td-mcp-server knishioka/td-mcp-server td_analyze_executiontd_analyze_urltd_diagnose_workflow+11 | 14 | 2026-07-28+ | 49/100 | F |
| 73 | trackio-mcp fcakyon/trackio-mcp filter_runsget_available_metricsget_project_summary+4 | 7 | 2026-07-28+ | 49/100 | F |
| 74 | trino-mcp-server dikshantks/trino-mcp-server get_catalogsget_schemasget_table_schema+4 | 7 | <=2025-11-25 | 49/100 | F |
| 75 | websets-mcp-server exa-labs/websets-mcp-server cancel_enrichmentcancel_searchcreate_enrichment+20 | 23 | 2026-07-28+ | 49/100 | F |
| 76 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 77 | 2captcha-mcp 2captcha/2captcha-mcp browser_clickbrowser_console_messagesbrowser_drag+38 | 41 | 2025-06-18+ | 48/100 | F |
| 78 | ArcGISMCP GarrickGarcia/ArcGISMCP get_feature_tablesearch_contentsearch_layers+1 | 4 | 2026-07-28+ | 48/100 | F |
| 79 | ChatSpatial cafferychen777/ChatSpatial compute_embeddingsidentify_spatial_domainsload_data+2 | 5 | 2026-07-28+ | 48/100 | F |
| 80 | Cortivex AhmedRaoofuddin/Cortivex cortivex_agentcortivex_configcortivex_create+14 | 17 | 2026-07-28+ | 48/100 | F |
| 81 | Cube.js-MCP-server zsembek/Cube.js-MCP-server check_healthexecute_queryexecute_query_post+7 | 10 | 2026-07-28+ | 48/100 | F |
| 82 | Jupyter-MCP-Server-New ATEMMETA/Jupyter-MCP-Server-New connect_jupyterdelete_cellexecute_cell+2 | 5 | <=2025-11-25 | 48/100 | F |
| 83 | ModelSEEDVault-MCP Fxe/ModelSEEDVault-MCP list_model_compartmentslist_model_geneslist_model_reactions+3 | 6 | 2026-07-28+ | 48/100 | F |
| 84 | Nx1_Hackathon_MCP_Server AshitaSri/Nx1_Hackathon_MCP_Server check_job_statusingest_from_databaseingest_from_file+2 | 5 | <=2025-11-25 | 48/100 | F |
| 85 | amplitude-mcp-server ciaraadkins/amplitude-mcp-server amplitude_set_user_propertiesamplitude_track_eventamplitude_track_pageview+2 | 5 | 2026-07-28+ | 48/100 | F |
| 86 | apache-hadoop-hive-mcp-server-by-cdata CDataSoftware/apache-hadoop-hive-mcp-server-by-cdata hive_get_columnshive_get_tableshive_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 87 | azsap-mcp ArchitectRavi/azsap-mcp check_disk_spaceget_backup_catalogget_db_info+5 | 8 | <=2025-11-25 | 48/100 | F |
| 88 | bauplan-mcp-server BauplanLabs/bauplan-mcp-server apply_table_creation_plancancel_jobcode_run+28 | 31 | 2026-07-28+ | 48/100 | F |
| 89 | clickhouse-mcp-server michMartineau/clickhouse-mcp-server analyze_query_patternsdescribe_tablelist_otel_tables+4 | 7 | 2026-07-28+ | 48/100 | F |
| 90 | connector-mcp gleanwork/connector-mcp analyze_fieldbuild_connectorcheck_prerequisites+16 | 19 | <=2025-11-25 | 48/100 | F |
| 91 | cpmp_mcp MacromNex/cpmp_mcp analyze_cyclic_peptide_batchcancel_jobget_job_log+6 | 9 | <=2025-11-25 | 48/100 | F |
| 92 | cursor-mcp Kazu-K0032/cursor-mcp convert_scraped_data_to_notion_blockscreate_bulleted_list_itemcreate_callout+12 | 15 | <=2025-11-25 | 48/100 | F |
| 93 | dagster-mcp fabdendev/dagster-mcp cancel_backfillget_assetget_asset_materializations+15 | 18 | 2026-07-28+ | 48/100 | F |
| 94 | data-quality-mcp-server aCuriousProgrammer/data-quality-mcp-server analyze_data_fileanalyze_sample_datacreate_comprehensive_profile+4 | 7 | <=2025-11-25 | 48/100 | F |
| 95 | enterprise-operation-mcp-server handaas/enterprise-operation-mcp-server operation_insight_brand_profileoperation_insight_business_scaleoperation_insight_company_trends+3 | 6 | 2026-07-28+ | 48/100 | F |
| 96 | f1-mcp AbhiJ2706/f1-mcp get_circuit_infoget_driver_lapsget_drivers+3 | 6 | 2026-07-28+ | 48/100 | F |
| 97 | facebook-ads-mcp-server-by-cdata CDataSoftware/facebook-ads-mcp-server-by-cdata PREFIX_get_columnsPREFIX_get_tablesPREFIX_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 98 | gcp-mcp enesbol/gcp-mcp create_artifact_repositorycreate_datasetcreate_log_sink+4 | 7 | <=2025-11-25 | 48/100 | F |
| 99 | ghostshell Subconscious-ai/ghostshell check_causalitycreate_experimentgenerate_attributes_levels+12 | 15 | <=2025-11-25 | 48/100 | F |
| 100 | gigapi-mcp gigapi/gigapi-mcp get_table_schemahealth_checklist_databases+4 | 7 | <=2025-11-25 | 48/100 | F |