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95 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | datapulse-my r3dz4r/datapulse-my find_anomaliesfind_staleget_data_passport+2 | 5 | 2026-07-28+ | 89/100 | A |
| 2 | canopy-api-mcp |
| 13 |
| 2025-06-18+ |
| 82/100 |
| A |
| 3 | aws-open-data-mcp domdomegg/aws-open-data-mcp get_datasetsearch_datasets | 2 | 2025-06-18+ | 78/100 | B |
| 4 | mcp vitrine3d/mcp vitrine_account_infovitrine_apply_lookvitrine_config_schema+14 | 17 | <=2025-11-25 | 78/100 | B |
| 5 | dartwork-mpl dartworklabs/dartwork-mpl fetch_github_documentget_color_valuemix_colors | 3 | 2026-07-28+ | 74/100 | B |
| 6 | claude-skills-mcp K-Dense-AI/claude-skills-mcp find_helpful_skillslist_skillsread_skill_document | 3 | <=2025-11-25 | 73/100 | B |
| 7 | decide decidefyi/decide cancellation_penaltyrefund_eligibility | 2 | 2026-07-28+ | 72/100 | B |
| 8 | pantrydb camille-vanhoffelen/pantrydb addPantryItemlistPantryItemsremovePantryItem | 3 | 2026-07-28+ | 68/100 | C |
| 9 | Crypto-Price-AI-Agent anirudhmsu/Crypto-Price-AI-Agent add_cryptocurrencydelete_cryptocurrencyget_all_cryptocurrencies+2 | 5 | 2026-07-28+ | 66/100 | C |
| 10 | weave-mcp maximilien/weave-mcp count_collectionscount_documentscreate_collection+15 | 18 | 2026-07-28+ | 64/100 | C |
| 11 | kusto-mcp johnib/kusto-mcp execute-queryinitialize-connectionreport-issue+4 | 7 | 2026-07-28+ | 63/100 | C |
| 12 | guepard-mcp-server Guepard-Corp/guepard-mcp-server checkout_branchcheckout_snapshotcreate_branch_from_snapshot+18 | 21 | 2026-07-28+ | 61/100 | C |
| 13 | mcp-spark-documentation martoc/mcp-spark-documentation read_documentationsearch_documentation | 2 | 2026-07-28+ | 61/100 | C |
| 14 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 15 | jdatamunch-mcp jgravelle/jdatamunch-mcp aggregateanalyze_perfcheck_column_drop_safe+34 | 37 | 2026-07-28+ | 60/100 | C |
| 16 | mcp-kling 199-mcp/mcp-kling check_video_statuscreate_lipsynccreate_video_effect+8 | 11 | 2026-07-28+ | 60/100 | C |
| 17 | aire-agent omariosc/aire-agent generate_scriptlist_moduleslog_experiment+5 | 8 | 2026-07-28+ | 59/100 | D |
| 18 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 19 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 20 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 21 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 22 | Seminar_se-ie-MCP baominh5xx2/Seminar_se-ie-MCP create_bookingget_current_temperatureget_weather_forecast+2 | 5 | <=2025-11-25 | 56/100 | D |
| 23 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 24 | kitchen-mcp javieroc/kitchen-mcp add_ingredientcheck_connectioncreate_full_recipe+5 | 8 | 2026-07-28+ | 56/100 | D |
| 25 | mcp-bigquery-server Mousten/mcp-bigquery-server analyze_query_performanceexecute_bigquery_sqlexplain_table+6 | 9 | <=2025-11-25 | 56/100 | D |
| 26 | thoughtbox Kastalien-Research/thoughtbox thoughtbox_executethoughtbox_notebookthoughtbox_peer_notebook+1 | 4 | 2026-07-28+ | 56/100 | D |
| 27 | RMS-MCP-Server siduman268-debug/RMS-MCP-Server create_freight_ratecreate_locationcreate_margin_rule+23 | 26 | 2026-07-28+ | 55/100 | D |
| 28 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 29 | n8n-workflow-builder schimmmi/n8n-workflow-builder adapt_templateadd_node_intentanalyze_change_impact+19 | 22 | 2026-07-28+ | 55/100 | D |
| 30 | package-search-mcp spryker-community/package-search-mcp search_spryker_documentationsearch_spryker_package_codesearch_spryker_packages | 3 | <=2025-11-25 | 55/100 | D |
| 31 | interject mistakeknot/interject interject_detailinterject_dismissinterject_inbox+7 | 10 | <=2025-11-25 | 54/100 | D |
| 32 | prestashop-mcp florinel-chis/prestashop-mcp get_prestashop_docget_prestashop_hooklist_prestashop_docs+3 | 6 | <=2025-11-25 | 54/100 | D |
| 33 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 34 | ph_mcp_server WidgetA/ph_mcp_server get_github_trending_reportget_latest_productsget_latest_report+6 | 9 | <=2025-11-25 | 53/100 | D |
| 35 | mcp-analyst-toolkit miptgirl/mcp-analyst-toolkit describe_tableexecute_sql_queryget_github_pr_details+2 | 5 | 2026-07-28+ | 52/100 | D |
| 36 | geiant GNS-Foundation/geiant gns_get_compliance_report | 1 | 2025-06-18+ | 51/100 | D |
| 37 | mcp-demo-server arielmenendez/mcp-demo-server add_to_cartcreate_cartdivide+4 | 7 | 2026-07-28+ | 51/100 | D |
| 38 | x402-backend Wintyx57/x402-backend color_convertercron_parserdns_lookup+8 | 11 | <=2025-11-25 | 51/100 | D |
| 39 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 40 | dune-mcp nice-bills/dune-mcp analyze_query_erroranalyze_resultsarchive_query+14 | 17 | <=2025-11-25 | 50/100 | D |
| 41 | honeypot-mcp-server Thinh-nguyen-03/honeypot-mcp-server create_honeypot_cardget_card_detailsget_live_transaction_feed+14 | 17 | <=2025-11-25 | 50/100 | D |
| 42 | klavis Klavis-AI/klavis search_tickets | 1 | 2026-07-28+ | 50/100 | D |
| 43 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 44 | restaurant-ai-mcp stefanogebara/restaurant-ai-mcp cancel_reservationcancel_reservationcheck_availability+21 | 24 | 2026-07-28+ | 50/100 | D |
| 45 | asset-intel-orchestration-engine Kronova-Intelligent-Systems/asset-intel-orchestration-engine analyze_dataanalyze_nftsasset_tokenization_engine+23 | 26 | 2026-07-28+ | 49/100 | F |
| 46 | magento-graphql-docs-mcp florinel-chis/magento-graphql-docs-mcp get_documentget_element_detailsget_related_documents+5 | 8 | <=2025-11-25 | 49/100 | F |
| 47 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 48 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 49 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 50 | daiso-mcp hmmhmmhm/daiso-mcp cgv_find_theaterscgv_get_timetablecgv_search_movies+40 | 43 | 2026-07-28+ | 47/100 | F |