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4,426 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2001 | vcluster-yaml-mcp Piotr1215/vcluster-yaml-mcp create-vcluster-configextract-validation-rulesget-changelog+4 | 7 | 2025-06-18+ | 51/100 | D |
| 2002 |
| vin-mcp keptlive/vin-mcp batch_decodedecode_vinget_output_preferences+6 |
| 9 |
| <=2025-11-25 |
| 51/100 |
| D |
| 2003 | wikibench boopdotpng/wikibench click_linkget_pageget_section+3 | 6 | 2026-07-28+ | 51/100 | D |
| 2004 | world-model-mcp SaravananJaichandar/world-model-mcp add_constraintadd_factget_audit_log_head+14 | 17 | <=2025-11-25 | 51/100 | D |
| 2005 | xhs-image-mcp dthinkr/xhs-image-mcp estimate_pagesfile_to_imageslist_themes+1 | 4 | 2026-07-28+ | 51/100 | D |
| 2006 | yellhorn-mcp msnidal/yellhorn-mcp create_workplanget_workplanjudge_workplan | 3 | <=2025-11-25 | 51/100 | D |
| 2007 | yitam hadv/yitam forget_contextget_conversation_statsmark_important+4 | 7 | 2026-07-28+ | 51/100 | D |
| 2008 | Aix-DB apconw/Aix-DB ask_usersql_db_list_tablessql_db_query+1 | 4 | <=2025-11-25 | 50/100 | D |
| 2009 | AliceMemory samrusani/AliceMemory apply_continuity_correctionbuild_continuity_explaincapture_continuity_candidates+28 | 31 | 2026-07-28+ | 50/100 | D |
| 2010 | Bamboo-MCP jjwjr94/Bamboo-MCP ads.get_adsads.get_adsetsads.get_campaigns+2 | 5 | <=2025-11-25 | 50/100 | D |
| 2011 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 2012 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 2013 | Expense-Tracker-MCP-Server- NayyabMalik/Expense-Tracker-MCP-Server- add_expensedelete_expenselist_expenses+2 | 5 | 2026-07-28+ | 50/100 | D |
| 2014 | Git-MCP-Server EnesOzturk11/Git-MCP-Server create_and_board_issuefetch_all_issuesfetch_merged_prs+7 | 10 | 2026-07-28+ | 50/100 | D |
| 2015 | Github-MCP ildunari/Github-MCP comment_on_issuecomment_on_pull_requestcreate_issue+21 | 24 | 2025-06-18+ | 50/100 | D |
| 2016 | HakanMCP sudohakan/HakanMCP aiai_provider_chatbackup+19 | 22 | <=2025-11-25 | 50/100 | D |
| 2017 | MCP-tools-Fintech Ragu3175/MCP-tools-Fintech tool_analyze_sentimenttool_calculate_greekstool_detect_unusual_activity+7 | 10 | <=2025-11-25 | 50/100 | D |
| 2018 | MCP_CodeAnalysis 0xjcf/MCP_CodeAnalysis analyze-dependenciesanalyze-repositorycreate-session+7 | 10 | 2026-07-28+ | 50/100 | D |
| 2019 | MassGen massgen/MassGen custom_tool__cancel_background_toolcustom_tool__get_background_tool_resultcustom_tool__get_background_tool_status+3 | 6 | <=2025-11-25 | 50/100 | D |
| 2020 | Ops-MCP toni-ramchandani/Ops-MCP get_issue_detailsget_repository_infolist_directory+4 | 7 | <=2025-11-25 | 50/100 | D |
| 2021 | Universal-Decision-Agent-For-Customer-Support shilpamadini/Universal-Decision-Agent-For-Customer-Support account_get_useraccount_get_user_reservationskb_get+4 | 7 | <=2025-11-25 | 50/100 | D |
| 2022 | Voltmachines ssdeanx/Voltmachines calculatorcheckclick+20 | 23 | 2026-07-28+ | 50/100 | D |
| 2023 | agent-mcp fregataa/agent-mcp github_get_prgithub_list_pr_commentsgithub_list_pr_reviews+11 | 14 | <=2025-11-25 | 50/100 | D |
| 2024 | agent-memory-rs kensave/agent-memory-rs learnsearch | 2 | <=2025-11-25 | 50/100 | D |
| 2025 | agentaudit-mcp agentaudit-dev/agentaudit-mcp audit_packagecheck_packageconsensus_analysis+4 | 7 | 2026-07-28+ | 50/100 | D |
| 2026 | any-mcp chi-n-nguyen/any-mcp addcalculatecalculate_local+22 | 25 | 2025-06-18+ | 50/100 | D |
| 2027 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 2028 | beam-mcp-server souravch/beam-mcp-server beam-wordcountcancel_jobcreate_job+9 | 12 | <=2025-11-25 | 50/100 | D |
| 2029 | callback thedandano/callback check_updatecompile_profilecreate_story+5 | 8 | <=2025-11-25 | 50/100 | D |
| 2030 | claude-config-studio znlnzi/claude-config-studio detect_projectevolve_analyzeevolve_apply+9 | 12 | 2026-07-28+ | 50/100 | D |
| 2031 | clawgate M64GitHub/clawgate auditcatgit+21 | 24 | 2026-07-28+ | 50/100 | D |
| 2032 | clawpay xodn348/clawpay browse_and_buyget_balancelist_transactions+6 | 9 | 2026-07-28+ | 50/100 | D |
| 2033 | cloud-service-integration-with-MCP shashankk-42/cloud-service-integration-with-MCP create_storage_bucketdeploy_modelfailover_route+8 | 11 | <=2025-11-25 | 50/100 | D |
| 2034 | code-context-mcp fkesheh/code-context-mcp query_repo | 1 | 2026-07-28+ | 50/100 | D |
| 2035 | code-guardian phuongrealmax/code-guardian profile_createprofile_deleteprofile_detect+9 | 12 | 2026-07-28+ | 50/100 | D |
| 2036 | code-search techquestsdev/code-search find_referencesget_file_contentget_file_tree+5 | 8 | 2026-07-28+ | 50/100 | D |
| 2037 | code-sync-mcp bifrostinc/code-sync-mcp push_changes | 1 | <=2025-11-25 | 50/100 | D |
| 2038 | coder_db angrysky56/coder_db calculate_cyclomatic_complexitycalculate_doc_coveragecreate_coder_collection+8 | 11 | <=2025-11-25 | 50/100 | D |
| 2039 | codevira sachinshelke/codevira add_phasecomplete_phasedefer_phase+16 | 19 | 2026-07-28+ | 50/100 | D |
| 2040 | cookbook Sema4AI/cookbook create_hibobcreate_tweet_draftdownload_file_and_attach_to_chat+15 | 18 | 2026-07-28+ | 50/100 | D |
| 2041 | curlmate-mcp-servers ChaitanyaVardhan/curlmate-mcp-servers convert_timefetchget_current_time+12 | 15 | <=2025-11-25 | 50/100 | D |
| 2042 | cyberchef-api-mcp-server slouchd/cyberchef-api-mcp-server bake_recipebatch_bake_recipeperform_magic_operation | 3 | <=2025-11-25 | 50/100 | D |
| 2043 | dakb oracleseed/dakb dakb_broadcastdakb_bulk_storedakb_cleanup_expired+33 | 36 | <=2025-11-25 | 50/100 | D |
| 2044 | db-mcp-server alariczq/db-mcp-server begin_transactioncommit_transactiondescribe_table+7 | 10 | <=2025-11-25 | 50/100 | D |
| 2045 | debuggatha sxnnyside-project/debuggatha explain_findingget_findingget_ledger+3 | 6 | <=2025-11-25 | 50/100 | D |
| 2046 | deepwiki-ask kongyo2/deepwiki-ask ask_question | 1 | 2026-07-28+ | 50/100 | D |
| 2047 | demcp-browser-use-mcp demcp/demcp-browser-use-mcp run_browser_task | 1 | <=2025-11-25 | 50/100 | D |
| 2048 | digital-twin-mcp ChiragPatankar/digital-twin-mcp add_memoryanalyze_sentimentget_personality+3 | 6 | <=2025-11-25 | 50/100 | D |
| 2049 | docs-mcp-server pipe-cd/docs-mcp-server read_docssearch_docs | 2 | 2026-07-28+ | 50/100 | D |
| 2050 | document-mcp clchinkc/document-mcp add_paragraphcreate_chaptercreate_document+28 | 31 | 2025-06-18+ | 50/100 | D |