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3,825 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-pinot startreedata/mcp-pinot confirm_update_table_configdiagnose_connectionforce_commit+28 | 31 | 2026-07-28+ | 74/100 | B |
| 52 | mcp-server shahidain/mcp-server create-jira-issuecreate-jira-subtaskget-categories+18 | 21 |
| 2026-07-28+ |
| 74/100 |
| B |
| 53 | mcp-yango-delivery A1-x-Tech/mcp-yango-delivery accept_claimcancel_claimcancel_info+10 | 13 | 2026-07-28+ | 74/100 | B |
| 54 | pbirb-mcp mafaq229/pbirb-mcp add_data_sourceadd_query_parameterdescribe_report+9 | 12 | <=2025-11-25 | 74/100 | B |
| 55 | rhoai-mcp opendatahub-io/rhoai-mcp cluster_summarycreate_s3_data_connectiondelete_data_connection+11 | 14 | 2026-07-28+ | 74/100 | B |
| 56 | MCP4Acumatica hallboys/MCP4Acumatica acumatica_clear_cacheacumatica_describe_entityacumatica_describe_inquiry+9 | 12 | <=2025-11-25 | 73/100 | B |
| 57 | Trends-MCP trendsmcp-ai/Trends-MCP get_growthget_time_seriesget_top_trends | 3 | 2026-07-28+ | 73/100 | B |
| 58 | agent-toolkit datacommonsorg/agent-toolkit get_child_observationsget_multi_entity_observationsget_observations+3 | 6 | 2026-07-28+ | 73/100 | B |
| 59 | agentshare-mcp anhmtk/agentshare-mcp best_offerbest_offer_under_budgetdex_overview+4 | 7 | 2026-07-28+ | 73/100 | B |
| 60 | airflow-mcp-server us-all/airflow-mcp-server airflow-clear-taskairflow-get-assetairflow-get-task-instances+14 | 17 | 2026-07-28+ | 73/100 | B |
| 61 | app-store-connect-mcp erayendes/app-store-connect-mcp storekit__check_entitlementstorekit__get_refund_historystorekit__get_subscription_statuses+2 | 5 | 2026-07-28+ | 73/100 | B |
| 62 | aviasales-mcp stufently/aviasales-mcp find_nearest_airportsget_alternative_directionsget_city_directions+10 | 13 | <=2025-11-25 | 73/100 | B |
| 63 | bagel Extelligence-ai/bagel delete_pipelinedescribe_data_sourcedescribe_topic+12 | 15 | 2025-06-18+ | 73/100 | B |
| 64 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 65 | cluster-mcp baraninja/cluster-mcp env_get_air_qualityenv_get_averaged_measurementsenv_get_data_availability+26 | 29 | 2026-07-28+ | 73/100 | B |
| 66 | mcp-blockchain-server zhangzhongnan928/mcp-blockchain-server get-balanceget-chainsget-transaction-status+2 | 5 | 2026-07-28+ | 73/100 | B |
| 67 | mcp-yango-retail A1-x-Tech/mcp-yango-retail cancel_ordercreate_discountscreate_order+13 | 16 | 2026-07-28+ | 73/100 | B |
| 68 | oxylabs-mcp oxylabs/oxylabs-mcp ai_browser_agentai_crawlerai_map+7 | 10 | 2026-07-28+ | 73/100 | B |
| 69 | pinecone-mcp pinecone-io/pinecone-mcp cascading-searchcreate-index-for-modeldescribe-index+6 | 9 | 2026-07-28+ | 73/100 | B |
| 70 | solinkify-mcp Zenidp/solinkify-mcp datahub_buydatahub_downloaddatahub_review+15 | 18 | <=2025-11-25 | 73/100 | B |
| 71 | ssh-task-manager-mcp dreminm/ssh-task-manager-mcp remote_check_tasksremote_copy_filesremote_follow_task+8 | 11 | 2026-07-28+ | 73/100 | B |
| 72 | suzuri-mcp yukyu30/suzuri-mcp add_favoritecreate_materialcreate_text_material+17 | 20 | 2026-07-28+ | 73/100 | B |
| 73 | tazapay-mcp-server tazapay/tazapay-mcp-server tazapay_cancel_payin_tooltazapay_confirm_payout_tooltazapay_create_beneficiary_tool+16 | 19 | <=2025-11-25 | 73/100 | B |
| 74 | AYX-MCP-Wrapper jupiterbak/AYX-MCP-Wrapper add_schedule_to_collectionadd_workflow_to_collectioncreate_collection+19 | 22 | 2026-07-28+ | 72/100 | B |
| 75 | Azure-AI-Foundry-Databricks-Research jonathanscholtes/Azure-AI-Foundry-Databricks-Research get_customersget_ordersget_product_category+1 | 4 | <=2025-11-25 | 72/100 | B |
| 76 | agentlux-mcp agentlux/agentlux-mcp agentlux_achievementsagentlux_activityagentlux_boost+30 | 33 | 2026-07-28+ | 72/100 | B |
| 77 | cdm-mcp-server kbase/cdm-mcp-server count_delta_tableget_database_structureget_table_schema+5 | 8 | 2026-07-28+ | 72/100 | B |
| 78 | chip collibra/chip add_data_classification_matchcreate_assessmentcreate_asset+3 | 6 | 2026-07-28+ | 72/100 | B |
| 79 | cytoscape-desktop-mcp cytoscape/cytoscape-desktop-mcp command_gateway_getcommand_gateway_invokecommand_gateway_search | 3 | 2025-06-18+ | 72/100 | B |
| 80 | decide decidefyi/decide cancellation_penaltyrefund_eligibility | 2 | 2026-07-28+ | 72/100 | B |
| 81 | frappe-mcp-server appliedrelevance/frappe-mcp-server create_documentdelete_documentget_document+9 | 12 | 2026-07-28+ | 72/100 | B |
| 82 | galaxium-travels-infrastructure-tsuedbro thomassuedbroecker/galaxium-travels-infrastructure-tsuedbro book_flightcancel_bookingget_bookings+3 | 6 | 2026-07-28+ | 72/100 | B |
| 83 | glue-mcp atcol/glue-mcp get_database_metadataget_table_metadatalist_databases | 3 | <=2025-11-25 | 72/100 | B |
| 84 | kolada-mcp aerugo/kolada-mcp analyze_kpi_across_municipalitiescompare_kpisfetch_kolada_data+6 | 9 | <=2025-11-25 | 72/100 | B |
| 85 | paperbanana llmsresearch/paperbanana batch_diagramsbatch_plotscontinue_diagram+7 | 10 | <=2025-11-25 | 72/100 | B |
| 86 | rstudiomcp zygi/rstudiomcp create_documenteval_rget_active_document+8 | 11 | 2026-07-28+ | 72/100 | B |
| 87 | shieldz-mcp ShieldZCash/shieldz-mcp create_invoicecreate_payment_linkcreate_tip_jar+4 | 7 | 2026-07-28+ | 72/100 | B |
| 88 | trendyol-seller-mcp koraynar/trendyol-seller-mcp answer_questionget_claimsget_customer_questions+3 | 6 | 2026-07-28+ | 72/100 | B |
| 89 | wp-blockmarkup-mcp pluginslab/wp-blockmarkup-mcp get_block_markupget_block_schemalist_block_attributes+3 | 6 | 2026-07-28+ | 72/100 | B |
| 90 | Medium-Agent N1KH1LT0X1N/Medium-Agent medium_batchmedium_castmedium_export+4 | 7 | 2026-07-28+ | 71/100 | B |
| 91 | altmetric-mcp altmetric/altmetric-mcp explore_attention_summaryexplore_demographicsexplore_journals+9 | 12 | 2026-07-28+ | 71/100 | B |
| 92 | astrofabric-mcp sam1siam/astrofabric-mcp mission_agent | 1 | 2026-07-28+ | 71/100 | B |
| 93 | customer-mcp-server MemCommerce/customer-mcp-server add_review_sentimentcreate_user_returnlist_all_user_returns+3 | 6 | 2026-07-28+ | 71/100 | B |
| 94 | databar-mcp-server databar-ai/databar-mcp-server create_columncreate_rowscreate_table+17 | 20 | <=2025-11-25 | 71/100 | B |
| 95 | dbt-llm-agent pragunbhutani/dbt-llm-agent get_model_detailsget_project_summarylist_dbt_models+1 | 4 | <=2025-11-25 | 71/100 | B |
| 96 | etherlink-mcp-server efekucuk/etherlink-mcp-server approve_token_spendingcall_contract_functioncheck_nft_ownership+19 | 22 | <=2025-11-25 | 71/100 | B |
| 97 | google-trends-mcp trendsmcp-ai/google-trends-mcp get_growthget_time_seriesget_top_trends | 3 | 2026-07-28+ | 71/100 | B |
| 98 | jma-data-mcp koizumikento/jma-data-mcp get_current_weatherget_forecastget_historical_weather+8 | 11 | 2026-07-28+ | 71/100 | B |
| 99 | mcp-google-sheets Komyosys/mcp-google-sheets append_rowbatch_update_cellsclear_range+8 | 11 | 2026-07-28+ | 71/100 | B |
| 100 | mcp-mynextadventure MantaCodeDevs/mcp-mynextadventure add_accommodation_optionadd_destinationadd_event+19 | 22 | 2026-07-28+ | 71/100 | B |