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76 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | magento-graphql-docs-mcp florinel-chis/magento-graphql-docs-mcp get_documentget_element_detailsget_related_documents+5 | 8 | <=2025-11-25 |
| 49/100 |
| F |
| 2 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 3 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 4 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 5 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 6 | zurich-apt-hunt-agent noahmeurer/zurich-apt-hunt-agent fetch_unevaluated_listingsfetch_unscraped_listingsinsert_fresh_listings+2 | 5 | 2026-07-28+ | 48/100 | F |
| 7 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 8 | Multi-AI-Agent-Catering-System-with-MCP-Integration phanhpp/Multi-AI-Agent-Catering-System-with-MCP-Integration dietary_strategy_analyzerlist_all_specializationssave_recipe | 3 | <=2025-11-25 | 46/100 | F |
| 9 | mcp-a2a-aoa AgentOrientedArchitecture/mcp-a2a-aoa analyze_price_trendscheck_stockdiscover_agents+12 | 15 | <=2025-11-25 | 46/100 | F |
| 10 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |
| 11 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 12 | GrabonInsurance-MCP saketh12e/GrabonInsurance-MCP classify_deal_intentgenerate_copyget_insurance_quote+1 | 4 | 2026-07-28+ | 45/100 | F |
| 13 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |
| 14 | autumn-mcp-server SirTenzin/autumn-mcp-server create_customerget_autumn_userget_billing_portal+1 | 4 | 2026-07-28+ | 45/100 | F |
| 15 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 16 | mcp-local-analyst fabiothiroki/mcp-local-analyst query_database | 1 | 2026-07-28+ | 45/100 | F |
| 17 | ontology-mcp-server-RL-Stable-Baselines3 shark8848/ontology-mcp-server-RL-Stable-Baselines3 commerce.add_to_cartcommerce.cancel_ordercommerce.check_stock+17 | 20 | <=2025-11-25 | 45/100 | F |
| 18 | MCP-LOCAL-SERVER Jorge162017/MCP-LOCAL-SERVER data_profilellm_chatnotes_add+8 | 11 | <=2025-11-25 | 44/100 | F |
| 19 | mcp-featurestore slavadubrov/mcp-featurestore get_featurelist_featuresstore_feature | 3 | 2026-07-28+ | 44/100 | F |
| 20 | Ctrip-Style-AI-Travel-Assistant Haohao-end/Ctrip-Style-AI-Travel-Assistant book_car_rentalbook_excursionbook_hotel+13 | 16 | <=2025-11-25 | 43/100 | F |
| 21 | MCP_TERMINAL_SERVER gabriellemosc/MCP_TERMINAL_SERVER get_vehiclehealth_checksearch_vehicles | 3 | <=2025-11-25 | 43/100 | F |
| 22 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 23 | opengenes-mcp longevity-genie/opengenes-mcp opengenes_db_queryopengenes_example_queriesopengenes_get_schema_info | 3 | <=2025-11-25 | 43/100 | F |
| 24 | mindual-mcp Mindual-AI/mindual-mcp answer_querylookup_troublepropose_next_action+1 | 4 | 2026-07-28+ | 42/100 | F |
| 25 | tidymodels-mcp JavOrraca/tidymodels-mcp generate_r_codeget_file_contentget_repository_content+4 | 7 | 2026-07-28+ | 42/100 | F |
| 26 | DataMaster-MCP szqshan/DataMaster-MCP analyze_dataapi_data_previewconnect_data_source+11 | 14 | <=2025-11-25 | 41/100 | F |
| 27 | mcp31-print-server GS-Bacon/mcp31-print-server add_printerdelete_printerdiscover_printers+5 | 8 | 2026-07-28+ | 41/100 | F |
| 28 | p2pclaw-mcp-server Agnuxo1/p2pclaw-mcp-server extractCodeBlocksgenerateExecutionHashrunPythonTool+1 | 4 | 2026-07-28+ | 41/100 | F |
| 29 | skills aahl/skills detailsearchtranscribe | 3 | <=2025-11-25 | 41/100 | F |
| 30 | MCP-servers Ankit0200/MCP-servers generate_chartread_tableread_table+2 | 5 | 2026-07-28+ | 40/100 | F |
| 31 | trifle-cli trifle-io/trifle-cli auth_loginauth_meauth_signup+17 | 20 | 2026-07-28+ | 39/100 | F |
| 32 | vinmonopolet-database-mcp HermanErKu/vinmonopolet-database-mcp sql | 1 | 2026-07-28+ | 39/100 | F |
| 33 | pipelane-server shiveshnavin/pipelane-server PipelanePipelaneExecutionPipetask+12 | 15 | 2026-07-28+ | 38/100 | F |
| 34 | precis-mcp retospect/precis-mcp deleteeditget+5 | 8 | 2026-07-28+ | 38/100 | F |
| 35 | Agentic-AI dunky-star/Agentic-AI chatdownload_and_extract_repoenv_content+5 | 8 | 2026-07-28+ | 36/100 | F |
| 36 | Market_Oracle-a2a-mcp budprat/Market_Oracle-a2a-mcp find_agentquery_places_dataquery_travel_data | 3 | <=2025-11-25 | 35/100 | F |
| 37 | MCP-Beverage-Server Alex-Choi99/MCP-Beverage-Server EchoGetBeverageByIdJsonGetBeveragesByCaloriesLessThanOrEqualJson+5 | 8 | 2026-07-28+ | 34/100 | F |
| 38 | dataops_mcp_server rohithay/dataops_mcp_server AnalyzeQueryCostToolCreateOptimizationPRToolDetectCostAnomalies+2 | 5 | <=2025-11-25 | 34/100 | F |
| 39 | world-intel-mcp marc-shade/world-intel-mcp | 0 | 2026-07-28+ | 33/100 | F |
| 40 | anish-projects anishtallapureddy/anish-projects Azure Cosmos DBAzure SQLDatabricks+21 | 24 | 2026-07-28+ | 32/100 | F |
| 41 | codeanalyst_agent baner29/codeanalyst_agent get_file_contentssearch_code | 2 | 2026-07-28+ | 32/100 | F |
| 42 | open-news-mcp rv64m/open-news-mcp list_categorieslist_filter_metadatalist_source_names+5 | 8 | <=2025-11-25 | 32/100 | F |
| 43 | starter kitwork/starter GET /*GET /api/GET /api/gold+18 | 21 | 2026-07-28+ | 32/100 | F |
| 44 | Xiaoadianyuan mark190011/Xiaoadianyuan admin_chat_answerchar_similaritycheck_game_response+48 | 51 | 2026-07-28+ | 31/100 | F |
| 45 | scopegate alifanov/scopegate ahrefs_get_dataairtable_create_recordairtable_list_records+42 | 45 | 2026-07-28+ | 31/100 | F |
| 46 | mcp-restaurant-server sachnaror/mcp-restaurant-server create_orderdelete_orderlist_orders+3 | 6 | 2026-07-28+ | 29/100 | F |
| 47 | smart-mcp-server reconsumeralization/smart-mcp-server | 0 | 2025-06-18+ | 26/100 | F |
| 48 | agentic-ai-nano fwornle/agentic-ai-nano | 0 | 2026-07-28+ | 25/100 | F |
| 49 | google-mcp paucimi/google-mcp | 0 | 2026-07-28+ | 25/100 | F |
| 50 | tabletalk wtbates99/tabletalk | 0 | 2026-07-28+ | 25/100 | F |