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95 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | aeola thomasindrias/aeola get_ingestion_statusget_productingest_merchant+2 | 5 | 2026-07-28+ | 80/100 | A |
| 2 | bookstack-mcp bees-roadhouse/bookstack-mcp |
| 12 |
| <=2025-11-25 |
| 78/100 |
| B |
| 3 | galaxium-travels-infrastructure-tsuedbro thomassuedbroecker/galaxium-travels-infrastructure-tsuedbro book_flightcancel_bookingget_bookings+3 | 6 | 2026-07-28+ | 72/100 | B |
| 4 | wp-blockmarkup-mcp pluginslab/wp-blockmarkup-mcp get_block_markupget_block_schemalist_block_attributes+3 | 6 | 2026-07-28+ | 72/100 | B |
| 5 | epic-agent epicweb-dev/epic-agent list_workshopsretrieve_diff_contextretrieve_learning_context+2 | 5 | 2025-06-18+ | 71/100 | B |
| 6 | pantrydb camille-vanhoffelen/pantrydb addPantryItemlistPantryItemsremovePantryItem | 3 | 2026-07-28+ | 68/100 | C |
| 7 | udaan.ai areebahmeddd/udaan.ai create_profilefetch_collegesfetch_recommendations+13 | 16 | 2026-07-28+ | 64/100 | C |
| 8 | aitour26-WRK542-prototype-agents-with-the-ai-toolkit-and-model-context-protocol microsoft/aitour26-WRK542-prototype-agents-with-the-ai-toolkit-and-model-context-protocol get_stock_level_by_product_idtransfer_stock | 2 | 2026-07-28+ | 63/100 | C |
| 9 | openstax-mcp-server pythpythpython/openstax-mcp-server generate_jupyter_notebookgenerate_practice_problemsget_module_content+4 | 7 | 2026-07-28+ | 61/100 | C |
| 10 | book-memex queelius/book-memex add_marginaliadelete_marginaliadelete_reading_session+18 | 21 | 2026-07-28+ | 60/100 | C |
| 11 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 12 | tatoeba-mcp-server mocoarow/tatoeba-mcp-server get_sentenceget_translationssearch_sentences+1 | 4 | 2026-07-28+ | 59/100 | D |
| 13 | cert-speedrun-optimizer LeviTrammell/cert-speedrun-optimizer analyze_exam_biasanalyze_proposed_answersanalyze_question_quality+12 | 15 | 2026-07-28+ | 58/100 | D |
| 14 | charla-mcp CenticMurcia/charla-mcp addalarmaconsultar-audiencia+21 | 24 | <=2025-11-25 | 58/100 | D |
| 15 | edumints-scorm-mcp kemalyy/edumints-scorm-mcp add_assetadd_screenbuild+5 | 8 | 2026-07-28+ | 58/100 | D |
| 16 | gopher-mcp-servers jiangchenwo/gopher-mcp-servers search_courses | 1 | <=2025-11-25 | 58/100 | D |
| 17 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 18 | mcp-learning willtech3/mcp-learning browse_catalog_appregenerate_catalog | 2 | 2026-07-28+ | 58/100 | D |
| 19 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 20 | raley-bot johnzfitch/raley-bot addadd_planauth+15 | 18 | 2026-07-28+ | 57/100 | D |
| 21 | youtube-transcript-mcp ergut/youtube-transcript-mcp get_transcript | 1 | 2026-07-28+ | 57/100 | D |
| 22 | AI-Engineer-Test-Task AbylaiSekerbek7/AI-Engineer-Test-Task add_productcreate_orderget_product+2 | 5 | 2025-06-18+ | 56/100 | D |
| 23 | MCP-Server-Security-Integration georgi2012/MCP-Server-Security-Integration create_ticketupdate_order_statusupdate_ticket | 3 | <=2025-11-25 | 56/100 | D |
| 24 | jcr_mcp yosh3289/jcr_mcp get_sync_statussearch_journalsync_database+1 | 4 | <=2025-11-25 | 55/100 | D |
| 25 | learning-hour-mcp SDiamante13/learning-hour-mcp analyze_repositoryanalyze_tech_stackcreate_miro_board+5 | 8 | <=2025-11-25 | 55/100 | D |
| 26 | lets-learn-mcp-python microsoft/lets-learn-mcp-python add_paperadd_repositorycreate_exercise+12 | 15 | 2026-07-28+ | 55/100 | D |
| 27 | mcp-customer-support-demo msdsunny/mcp-customer-support-demo get_all_customersget_customer_detailsget_recent_orders | 3 | 2026-07-28+ | 55/100 | D |
| 28 | package-search-mcp spryker-community/package-search-mcp search_spryker_documentationsearch_spryker_package_codesearch_spryker_packages | 3 | <=2025-11-25 | 55/100 | D |
| 29 | pubroot-website buildngrowsv/pubroot-website get_contributor_reputationget_related_workget_review+3 | 6 | <=2025-11-25 | 55/100 | D |
| 30 | sap-commerce-mcp ruuttand/sap-commerce-mcp find_implementationsfind_injected_dependenciesfind_usages+6 | 9 | 2026-07-28+ | 55/100 | D |
| 31 | academic-mcp spanwich/academic-mcp get_findingsget_limitationsget_methodology+15 | 18 | 2026-07-28+ | 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 | arxiver w00jay/arxiver get_paper_detailsget_recent_papersimport_paper+6 | 9 | <=2025-11-25 | 53/100 | D |
| 34 | cant-dict-mcp NewJerseyStyle/cant-dict-mcp dictionary_statslookup_characterlookup_phrase+3 | 6 | 2026-07-28+ | 53/100 | D |
| 35 | customersupportAgent-MCP aishwarya30998/customersupportAgent-MCP create_ticketget_customer_by_emailget_customer_orders+9 | 12 | 2026-07-28+ | 53/100 | D |
| 36 | quran-tafseer-mcp tedmahsun/quran-tafseer-mcp quran.diffquran.get_ayahquran.get_range+4 | 7 | <=2025-11-25 | 53/100 | D |
| 37 | book-mcp dinasaur404/book-mcp addGenregetProfilegetRecommendations+1 | 4 | 2026-07-28+ | 52/100 | D |
| 38 | thudong-mcp-claude monthop-gmail/thudong-mcp-claude compare_groupsget_impressionsget_improvements+3 | 6 | <=2025-11-25 | 52/100 | D |
| 39 | vin-mcp keptlive/vin-mcp batch_decodedecode_vinget_output_preferences+6 | 9 | <=2025-11-25 | 51/100 | D |
| 40 | wikibench boopdotpng/wikibench click_linkget_pageget_section+3 | 6 | 2026-07-28+ | 51/100 | D |
| 41 | permit-mcp permitio/permit-mcp approve_access_requestcreate_access_requestdeny_access_request+4 | 7 | <=2025-11-25 | 50/100 | D |
| 42 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 43 | Canvas-MCP AdityaPrakash-26/Canvas-MCP get_course_announcementsget_course_assignmentsget_course_calendar_events+7 | 10 | <=2025-11-25 | 49/100 | F |
| 44 | magento-graphql-docs-mcp florinel-chis/magento-graphql-docs-mcp get_documentget_element_detailsget_related_documents+5 | 8 | <=2025-11-25 | 49/100 | F |
| 45 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 46 | zurich-apt-hunt-agent noahmeurer/zurich-apt-hunt-agent fetch_unevaluated_listingsfetch_unscraped_listingsinsert_fresh_listings+2 | 5 | 2026-07-28+ | 48/100 | F |
| 47 | 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 |
| 48 | mcp-a2a-aoa AgentOrientedArchitecture/mcp-a2a-aoa analyze_price_trendscheck_stockdiscover_agents+12 | 15 | <=2025-11-25 | 46/100 | F |
| 49 | GrabonInsurance-MCP saketh12e/GrabonInsurance-MCP classify_deal_intentgenerate_copyget_insurance_quote+1 | 4 | 2026-07-28+ | 45/100 | F |
| 50 | Omni-Scrape-AI Muhammad-Raisul-Maharub/Omni-Scrape-AI extract_social_linksextract_structured_dataextract_web_animations+8 | 11 | <=2025-11-25 | 45/100 | F |