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113 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-doc-search OtmanGX/mcp-doc-search list_supported_librariesregister_new_librarysearch_docs | 3 | 2026-07-28+ | 71/100 | B |
| 2 |
| agent cipi-sh/agent app_infoartisandb_query+3 |
| 6 |
| 2026-07-28+ |
| 68/100 |
| C |
| 3 | juglans juglans-ai/juglans edit_fileread_filewrite_file | 3 | <=2025-11-25 | 68/100 | C |
| 4 | rosary agentic-research/rosary rsry_bead_closersry_bead_creatersry_bead_update+1 | 4 | 2026-07-28+ | 68/100 | C |
| 5 | ken townsendmerino/ken callersdefinitionfind_related+7 | 10 | 2026-07-28+ | 67/100 | C |
| 6 | googlecloud-documentation-mcp axelaspor2/googlecloud-documentation-mcp read_documentationsearch_documentation | 2 | <=2025-11-25 | 63/100 | C |
| 7 | DBJavaGenix ZhaoXingPeng/DBJavaGenix ai_infer_business_namesai_metricsai_recommend_template+14 | 17 | 2026-07-28+ | 62/100 | C |
| 8 | anthropic-docs-mcp-ts julianoczkowski/anthropic-docs-mcp-ts fetch_docsearch_anthropic_docs | 2 | 2026-07-28+ | 62/100 | C |
| 9 | rolldev-mcp-server dockergiant/rolldev-mcp-server rolldev_composerrolldev_db_queryrolldev_list_environments+7 | 10 | 2026-07-28+ | 62/100 | C |
| 10 | LokalBoards florian-strasser/LokalBoards claimCardcreateCardgetBoardTree+9 | 12 | 2026-07-28+ | 61/100 | C |
| 11 | nothumanallowed adoslabsproject-gif/nothumanallowed calendar_createcalendar_datecalendar_delete+29 | 32 | 2026-07-28+ | 61/100 | C |
| 12 | konflux-devlake-mcp konflux-ci/konflux-devlake-mcp analyze_e2e_testsconnect_databaseexecute_query+7 | 10 | <=2025-11-25 | 60/100 | C |
| 13 | swift-mcp-server gzaal/swift-mcp-server apple_docs_populateapple_docs_searchapple_docsets_import+14 | 17 | 2026-07-28+ | 60/100 | C |
| 14 | MCP_Dummy-Sales_Data_Generation mohana9985/MCP_Dummy-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 59/100 | D |
| 15 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 16 | mcp-dadosbr Didiye/mcp-dadosbr cep_lookupcnpj_intelligencecnpj_lookup+2 | 5 | 2026-07-28+ | 58/100 | D |
| 17 | Product-Catalog-with-FastAPI-and-MCP KhaledEssghaier/Product-Catalog-with-FastAPI-and-MCP create_productdelete_productget_categories+3 | 6 | 2026-07-28+ | 57/100 | D |
| 18 | MCP_Server_Config rajkishore2015/MCP_Server_Config git_get_statusjira_create_epicjira_create_story+9 | 12 | 2026-07-28+ | 56/100 | D |
| 19 | agntk Phoenixrr2113/agntk ast_grep_replaceast_grep_searchbackground+18 | 21 | <=2025-11-25 | 56/100 | D |
| 20 | ecommerce-order-agent-platform lydiayan/ecommerce-order-agent-platform ORDER_QUERYcancelOrderevaluateRefundEligibility+2 | 5 | 2026-07-28+ | 56/100 | D |
| 21 | java-MCP-assistant HaibaraAi2517/java-MCP-assistant buy-ticketquery-ticket | 2 | <=2025-11-25 | 56/100 | D |
| 22 | sage-agent sagebynature/sage-agent calculatefile_editgit_branch+9 | 12 | 2026-07-28+ | 56/100 | D |
| 23 | Autosearch 0xmariowu/Autosearch citation_addcitation_createcitation_export+18 | 21 | <=2025-11-25 | 55/100 | D |
| 24 | Misaka-Cipher Aethvion/Misaka-Cipher add_effectbridgefetch_url+23 | 26 | 2026-07-28+ | 55/100 | D |
| 25 | datamimic rapiddweller/datamimic datamimic_checkdatamimic_referencedatamimic_run+1 | 4 | 2026-07-28+ | 55/100 | D |
| 26 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 2026-07-28+ | 55/100 | D |
| 27 | ohsee redbuilding/ohsee create_designcreate_hubspot_marketing_emailexecute_sql_query_tool+17 | 20 | <=2025-11-25 | 55/100 | D |
| 28 | sqlew sqlew-io/sqlew constraintdecisionexample+5 | 8 | 2026-07-28+ | 55/100 | D |
| 29 | AlperAI Pedal0/AlperAI search_animation_resourcessearch_documentationsearch_frontend_components+2 | 5 | <=2025-11-25 | 54/100 | D |
| 30 | light-research-mcp Code-Hex/light-research-mcp duckduckgo_web_searchextract_contentgithub_code_search | 3 | 2026-07-28+ | 54/100 | D |
| 31 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 32 | ninja-cli-mcp angkira/ninja-cli-mcp agent_analyzeagent_exec_commandagent_jobs_overview+11 | 14 | 2026-07-28+ | 54/100 | D |
| 33 | LocalBoards florian-strasser/LocalBoards claimCardcreateCarddeleteCard+12 | 15 | 2026-07-28+ | 53/100 | D |
| 34 | azerothMCP blinkysc/azerothMCP check_conditionexecute_investigationexplain_script+24 | 27 | <=2025-11-25 | 53/100 | D |
| 35 | devtap killme2008/devtap get_build_errorsget_build_status | 2 | 2026-07-28+ | 53/100 | D |
| 36 | mcp-console-automation ooples/mcp-console-automation console_cancel_jobconsole_cleanup_sessionsconsole_clear_output+27 | 30 | <=2025-11-25 | 53/100 | D |
| 37 | secsee ishk9/secsee analyze_projectspin_up_servicestear_down_services+4 | 7 | <=2025-11-25 | 53/100 | D |
| 38 | GateTest crclabs-hq/GateTest audit_logblame_regressioncapture_screenshot+21 | 24 | 2026-07-28+ | 52/100 | D |
| 39 | allcanuse-mcp ra1nyxin/allcanuse-mcp audit_seocheck_c_syntaxcompile_c_program+25 | 28 | 2026-07-28+ | 52/100 | D |
| 40 | mcp-course EnkrateiaLucca/mcp-course addcompany_faqcreate_chart+21 | 24 | 2026-07-28+ | 52/100 | D |
| 41 | movie-embeddings-visualizer rashed-alkhathlan/movie-embeddings-visualizer fetch_page_contentfind_similar_moviesresearch+1 | 4 | <=2025-11-25 | 52/100 | D |
| 42 | osoba redbuilding/osoba create_designcreate_hubspot_marketing_emailcreate_workspace+20 | 23 | <=2025-11-25 | 52/100 | D |
| 43 | MCP-Sales_Data_Generation mohana9985/MCP-Sales_Data_Generation create_productscreate_usersdelete_products | 3 | 2026-07-28+ | 51/100 | D |
| 44 | ai-research-agent-mcp prabureddy/ai-research-agent-mcp create_evaluationcreate_research_runexecute_code+10 | 13 | <=2025-11-25 | 51/100 | D |
| 45 | dharma_mcp_service samcorl/dharma_mcp_service check_compatibilityget_agent_guidanceget_product_details+5 | 8 | 2026-07-28+ | 51/100 | D |
| 46 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 47 | shodhRAG varun29ankuS/shodhRAG chat_with_codebasecreate_taskget_document_chunks+13 | 16 | <=2025-11-25 | 51/100 | D |
| 48 | warden-mcp-server run-as-root/warden-mcp-server warden_composerwarden_db_querywarden_init_project+8 | 11 | 2026-07-28+ | 51/100 | D |
| 49 | mcp-server seekneedle/mcp-server 使用产品编号查询旅行产品详情使用目的地查询旅行产品框架使用目的地查询旅行产品详情+6 | 9 | <=2025-11-25 | 50/100 | D |
| 50 | Api-Test-MCP GalaxyXieyu/Api-Test-MCP delete_testcaseget_mcp_metricsget_test_results+7 | 10 | <=2025-11-25 | 49/100 | F |