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135 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-server exasol/mcp-server delete_bucketfs_directorydelete_bucketfs_filedescribe_exasol_builtin_function+26 | 29 | <=2025-11-25 |
| 77/100 |
| B |
| 2 | google-ads-mcp googleads/google-ads-mcp get_resource_metadatalist_accessible_customerssearch | 3 | <=2025-11-25 | 76/100 | B |
| 3 | dbt-llm-agent pragunbhutani/dbt-llm-agent get_model_detailsget_project_summarylist_dbt_models+1 | 4 | <=2025-11-25 | 71/100 | B |
| 4 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 5 | doris-mcp-server apache/doris-mcp-server exec_queryget_db_listget_db_table_list+5 | 8 | <=2025-11-25 | 69/100 | C |
| 6 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 7 | guardrail tpdox/guardrail guardrail_checksguardrail_model_contextguardrail_review+2 | 5 | 2026-07-28+ | 68/100 | C |
| 8 | faostat-mcp berba-q/faostat-mcp faostat_get_balancefaostat_get_codesfaostat_get_data+14 | 17 | <=2025-11-25 | 67/100 | C |
| 9 | mineru-tianshu magicyuan876/mineru-tianshu get_queue_statsget_task_statuslist_tasks+1 | 4 | <=2025-11-25 | 67/100 | C |
| 10 | brewsource-mcp CharlRitter/brewsource-mcp bjcp_lookupfind_breweriessearch_beers | 3 | <=2025-11-25 | 65/100 | C |
| 11 | business-central-mcp-server olederkach/business-central-mcp-server get_active_apiget_active_companyget_odata_metadata+7 | 10 | <=2025-11-25 | 64/100 | C |
| 12 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 13 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 14 | mcp-server shape-network/mcp-server getCollectionMarketStatsgetShapeCreatorAnalyticsgetTopShapeCreators+1 | 4 | 2026-07-28+ | 60/100 | C |
| 15 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 16 | customized-elasticsearch-mcp-server Coolgiserz/customized-elasticsearch-mcp-server read_single_newssearch_newssearch_news_with_secondary_filter+1 | 4 | <=2025-11-25 | 59/100 | D |
| 17 | datagovin-mcp-server the-data-gateway-initiative/datagovin-mcp-server agriculture_growth_ratebeneficiaries_under_pmkisancity_wise_wellness_centres+9 | 12 | <=2025-11-25 | 59/100 | D |
| 18 | smart_commerce_agent Aparnap2/smart_commerce_agent addToCartgetOrdersget_budget_status+6 | 9 | <=2025-11-25 | 59/100 | D |
| 19 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 20 | wekadocs-matrix bgconley/wekadocs-matrix graph.childrengraph.describegraph.expand+8 | 11 | <=2025-11-25 | 59/100 | D |
| 21 | Ollqd guttbuster/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 58/100 | D |
| 22 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 23 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 24 | etim-mcp-server ziouzitsou/etim-mcp-server get_available_languagesget_class_detailsget_feature_details+4 | 7 | <=2025-11-25 | 57/100 | D |
| 25 | flipkart-mcp-server suvan2367/flipkart-mcp-server get_inventoryget_order_detailsget_product_details+8 | 11 | <=2025-11-25 | 57/100 | D |
| 26 | genai-eshop-semantic-kernel mehdihadeli/genai-eshop-semantic-kernel HybridSearchProducts | 1 | 2026-07-28+ | 57/100 | D |
| 27 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 28 | mcp RainLib/mcp ESGetAliasesESGetHealthESGetIndex+22 | 25 | 2026-07-28+ | 57/100 | D |
| 29 | AI-Engineer-Test-Task AbylaiSekerbek7/AI-Engineer-Test-Task add_productcreate_orderget_product+2 | 5 | 2025-06-18+ | 56/100 | D |
| 30 | FNewsCrawler noimank/FNewsCrawler extract-structured-dataextract-table-data | 2 | <=2025-11-25 | 56/100 | D |
| 31 | automl-stat-mcp u9401066/automl-stat-mcp cancel_jobconvert_to_binarydelete_dataset+7 | 10 | <=2025-11-25 | 56/100 | D |
| 32 | clio-agent iowarp/clio-agent ask_usercreate_a2ui_surfacecreate_artifact+16 | 19 | 2026-07-28+ | 56/100 | D |
| 33 | domain-search-mcp dorukardahan/domain-search-mcp ai_healthanalyze_projectbulk_search+9 | 12 | <=2025-11-25 | 56/100 | D |
| 34 | ecommerce-order-agent-platform lydiayan/ecommerce-order-agent-platform ORDER_QUERYcancelOrderevaluateRefundEligibility+2 | 5 | 2026-07-28+ | 56/100 | D |
| 35 | texas-grocery-mcp mgwalkerjr95/texas-grocery-mcp cart_addcart_add_manycart_add_with_retry+22 | 25 | <=2025-11-25 | 56/100 | D |
| 36 | mcp_server_fintech mustaqs/mcp_server_fintech cancel_paymentcreate_api_keycreate_link_token+27 | 30 | <=2025-11-25 | 55/100 | D |
| 37 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 38 | Salesforce-Agent-Chatbot-with-MCP-Architecture sybachpunk/Salesforce-Agent-Chatbot-with-MCP-Architecture commit_code_changesget_salesforce_case_detailslog_and_assign_task+7 | 10 | 2026-07-28+ | 54/100 | D |
| 39 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 54/100 | D |
| 40 | buywhere BuyWhere/buywhere compare_productsfind_best_priceget_deals+5 | 8 | 2026-07-28+ | 54/100 | D |
| 41 | P-Link-MCP paracetamol951/P-Link-MCP fund_my_walletget_private_key_of_walletget_transaction_state+8 | 11 | 2025-06-18+ | 53/100 | D |
| 42 | shiprocket-mcp bfrs/shiprocket-mcp estimated_deliveryorder_listorder_track | 3 | <=2025-11-25 | 53/100 | D |
| 43 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 44 | chatbot_Shopify Mobeen-Dev/chatbot_Shopify add_cartline_itemscreate_new_cart_with_itemsfile_search+6 | 9 | <=2025-11-25 | 52/100 | D |
| 45 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 46 | mcp_cla_pg harryvaldez/mcp_cla_pg db_1_pg96_blocking_sessionsdb_1_pg96_exec_querydb_1_pg96_hypopg_create_virtual_indexes+11 | 14 | 2026-07-28+ | 51/100 | D |
| 47 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |
| 48 | pocket-data-scientist Real4LA/pocket-data-scientist compare_columnscorrelation_matrixdata_quality_report+10 | 13 | 2025-06-18+ | 51/100 | D |
| 49 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 50 | solr-mcp allenday/solr-mcp solr_list_collectionssolr_selectsolr_semantic_select+1 | 4 | <=2025-11-25 | 51/100 | D |