Loading ToolBench
39 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | budget-cli lovesahaj/budget-cli add_multiple_transactionsadd_transactionbulk_update_transactions+10 | 13 | <=2025-11-25 | 67/100 | C |
| 2 | kf-mcp-servers |
| 17 |
| 2026-07-28+ |
| 63/100 |
| C |
| 3 | nestaro-pilot anusbutt/nestaro-pilot create_invoicedraft_emailget_financial_summary+6 | 9 | 2026-07-28+ | 62/100 | C |
| 4 | searchless-ngx hensing/searchless-ngx get_current_datesearch_paperless_metadata | 2 | 2026-07-28+ | 61/100 | C |
| 5 | llm-excel-mcp-server Ameya-Bhingurde/llm-excel-mcp-server analyze_dataclean_excelcreate_pivot_table+2 | 5 | <=2025-11-25 | 57/100 | D |
| 6 | graphrag-kyc-agent neo4j-product-examples/graphrag-kyc-agent create_memoryfind_customer_ringsfind_customers_in_rings+6 | 9 | <=2025-11-25 | 56/100 | D |
| 7 | mcp-human-resources-client dbrown725/mcp-human-resources-client addcreate_employee_badgecreate_expense_report+8 | 11 | <=2025-11-25 | 53/100 | D |
| 8 | ClaudeMCP HectorHernandez1/ClaudeMCP delete_emailsget_air_qualityget_category_breakdown+23 | 26 | <=2025-11-25 | 52/100 | D |
| 9 | undesirables-mcp-server sailorpepe/undesirables-mcp-server analyze_beatscreate_bannercreate_memory_relation+35 | 38 | <=2025-11-25 | 51/100 | D |
| 10 | dgro_mcp xarcnovn/dgro_mcp create_casecreate_offercreate_search+15 | 18 | 2026-07-28+ | 50/100 | D |
| 11 | mcp-openvto nkapila6/mcp-openvto search_by_querytry_on | 2 | <=2025-11-25 | 50/100 | D |
| 12 | MCP_Catalog Swissbit92/MCP_Catalog brave_web_searchexecute_swapfetch_url+11 | 14 | 2026-07-28+ | 48/100 | F |
| 13 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 14 | expert-octo-guide tituslhy/expert-octo-guide chat_with_docsgenerate_poemgenerate_poem+4 | 7 | <=2025-11-25 | 46/100 | F |
| 15 | subscription-tracker-mcp nckhemanth/subscription-tracker-mcp analyze_subscription_gapscheck_renewals_3_days_aheadcreate_subscription+13 | 16 | 2026-07-28+ | 46/100 | F |
| 16 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 17 | ada-mcp-servers davidpak/ada-mcp-servers browse_menucheckoutclear_cart+10 | 13 | 2026-07-28+ | 45/100 | F |
| 18 | mcp-demo saida404/mcp-demo dodaj_racun_tooldohvati_neplacene_toolizvjestaj_tool+2 | 5 | 2026-07-28+ | 45/100 | F |
| 19 | Autonomous-FTE-System Mueza-Ejaz/Autonomous-FTE-System analyze_performanceapprove_pending_tasksattempt_recovery+14 | 17 | <=2025-11-25 | 44/100 | F |
| 20 | brain-ecosystem timmeck/brain-ecosystem brain_benchmark_historybrain_benchmark_runbrain_benchmark_score+15 | 18 | <=2025-11-25 | 43/100 | F |
| 21 | Autonomous-Cloud-Governance SiD-array/Autonomous-Cloud-Governance analyze_topiccalculate_simulated_costcheck_connection+13 | 16 | 2026-07-28+ | 42/100 | F |
| 22 | McpServer Adriano-Severino/McpServer AtualizarAsyncBaixarModeloCadastrarAsync+9 | 12 | 2026-07-28+ | 42/100 | F |
| 23 | RecipesMessengerAuto c-azb/RecipesMessengerAuto creative_searchget_recipe | 2 | 2026-07-28+ | 42/100 | F |
| 24 | RAG-MCP cr21/RAG-MCP preety_print_product_metadata_responseproduct_metadata_analysis_for_refine_or_tuning_search_resultreturn_ranked_product_response_from_ranked_index | 3 | <=2025-11-25 | 40/100 | F |
| 25 | springboot-mcp-server jssaggu/springboot-mcp-server createOrdergetAvailableCakesgetOrderStatus | 3 | 2026-07-28+ | 40/100 | F |
| 26 | MCP-Server-BNV bnv-dev/MCP-Server-BNV crawl_portfoliogenerate_investment_memoget_company_insights+5 | 8 | 2026-07-28+ | 39/100 | F |
| 27 | multi-agent-hotel-assistant mohsinsheikhani/multi-agent-hotel-assistant create_room_reservationemail_senderhtml_formatter_assistant+5 | 8 | <=2025-11-25 | 39/100 | F |
| 28 | ai-employee-hackathon-2026 MrAfoo/ai-employee-hackathon-2026 approve_postbroadcastcreate_invoice+19 | 22 | 2026-07-28+ | 37/100 | F |
| 29 | mcpServer gauthiii/mcpServer addget_current_dateget_date_time+14 | 17 | 2026-07-28+ | 37/100 | F |
| 30 | ai-agents-microservices-thesis RedonaNova/ai-agents-microservices-thesis analyze-watchlistanalyzeSentimentfetchNews+18 | 21 | <=2025-11-25 | 32/100 | F |
| 31 | scopegate alifanov/scopegate ahrefs_get_dataairtable_create_recordairtable_list_records+42 | 45 | 2026-07-28+ | 31/100 | F |
| 32 | zhishui-multi-agent-AI-management-system whocomestoget/zhishui-multi-agent-AI-management-system evaluate_employee_efficiencygenerate_efficiency_report | 2 | <=2025-11-25 | 31/100 | F |
| 33 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 34 | nba-mcp-server nrgupta/nba-mcp-server fetch_betting_oddsfetch_nba_gamesfetch_nba_stats | 3 | 2026-07-28+ | 29/100 | F |
| 35 | spring-ai-recipe-finder-mcp timosalm/spring-ai-recipe-finder-mcp fetchFavoriteRecipesfetchIngredientsAvailableInFridge | 2 | 2026-07-28+ | 23/100 | F |
| 36 | PaperCortex renefichtmueller/PaperCortex papercortex_classifypapercortex_exportpapercortex_query+2 | 5 | 2026-07-28+ | 14/100 | F |
| 37 | strapi-mcp-server dugleelabs/strapi-mcp-server create_content_from_researchcreate_entrydelete_entry+7 | 10 | 2025-06-18+ | 12/100 | F |
| 38 | MCP_PurchaseOrderFlow iabhiroop/MCP_PurchaseOrderFlow DocumentGeneratorDocumentParserEmailMonitoringTool+3 | 6 | 2026-07-28+ | 10/100 | F |
| 39 | puchai BangaliBros/puchai add_roomadd_taskcomplete_task+14 | 17 | 2026-07-28+ | 0/100 | F |