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1,841 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 801 | mcp-vibe-coding-tools ammilam/mcp-vibe-coding-tools analyze_error_logs |
| 21 |
| 2026-07-28+ |
| 51/100 |
| D |
| 802 | mcp_server Staks-sor/mcp_server check_versionsexplain_querykill_port_hog+1 | 4 | <=2025-11-25 | 51/100 | D |
| 803 | memoir camgitt/memoir memoir_work_checkmemoir_work_recordmemoir_work_resume+1 | 4 | 2026-07-28+ | 51/100 | D |
| 804 | memory-shell-mcp RuoJi6/memory-shell-mcp download_detector_toolsexecute_command | 2 | 2026-07-28+ | 51/100 | D |
| 805 | nexus-dev mmornati/nexus-dev ask_agentfind_callersfind_implementations+26 | 29 | <=2025-11-25 | 51/100 | D |
| 806 | opentrace adham90/opentrace connectorsdatabaseerrors+4 | 7 | <=2025-11-25 | 51/100 | D |
| 807 | plugin-devtools-devops orchestra-mcp/plugin-devtools-devops devops_deploydevops_env_varsdevops_list_deployments+5 | 8 | 2026-07-28+ | 51/100 | D |
| 808 | powerplat-update aktsmm/powerplat-update get_powerplat_updatesearch_powerplat_updatessync_powerplat_updates | 3 | <=2025-11-25 | 51/100 | D |
| 809 | react-native-upgrader-mcp patrickkabwe/react-native-upgrader-mcp get-rc-versionget-react-native-diffget-stable-version+1 | 4 | 2026-07-28+ | 51/100 | D |
| 810 | repo-mcp westkevin12/repo-mcp audit_gitignoreaudit_secretsdebug_echo+2 | 5 | 2026-07-28+ | 51/100 | D |
| 811 | repomemory Lay4U/repomemory get_statsrecall_contextrecent_failures+4 | 7 | 2026-07-28+ | 51/100 | D |
| 812 | rubberduck-mcp Saml1211/rubberduck-mcp analyzeCodeexecuteRefactoringexportVBAModule+4 | 7 | 2026-07-28+ | 51/100 | D |
| 813 | rust-faf-mcp Wolfe-Jam/rust-faf-mcp faf_agentsfaf_autofaf_compress+9 | 12 | <=2025-11-25 | 51/100 | D |
| 814 | safe-skill-search jo-inc/safe-skill-search searchshowsync+2 | 5 | <=2025-11-25 | 51/100 | D |
| 815 | scanwarp scanwarp/scanwarp get_analyticsget_app_statusget_error_analysis+7 | 10 | 2026-07-28+ | 51/100 | D |
| 816 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 817 | smart-search-mcp adminhuan/smart-search-mcp ai_search_aliyun_docsai_search_api_referenceai_search_cnblogs+11 | 14 | 2026-07-28+ | 51/100 | D |
| 818 | spectrum-mcp pkoch73/spectrum-mcp get_componentget_componentget_component_examples+7 | 10 | 2026-07-28+ | 51/100 | D |
| 819 | spring-ai-agents-rag omonuj/spring-ai-agents-rag diagram_extractget-account-balancegetOrderStatus+5 | 8 | <=2025-11-25 | 51/100 | D |
| 820 | stackmemory stackmemoryai/stackmemory workflow_benchmarksworkflow_getworkflow_list+1 | 4 | <=2025-11-25 | 51/100 | D |
| 821 | tool-alchemist-mcp flothjl/tool-alchemist-mcp AddDependencyCreateNewToolBoilerplateGetToolPath | 3 | 2026-07-28+ | 51/100 | D |
| 822 | vcluster-yaml-mcp Piotr1215/vcluster-yaml-mcp create-vcluster-configextract-validation-rulesget-changelog+4 | 7 | 2025-06-18+ | 51/100 | D |
| 823 | world-model-mcp SaravananJaichandar/world-model-mcp add_constraintadd_factget_audit_log_head+14 | 17 | <=2025-11-25 | 51/100 | D |
| 824 | yellhorn-mcp msnidal/yellhorn-mcp create_workplanget_workplanjudge_workplan | 3 | <=2025-11-25 | 51/100 | D |
| 825 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 826 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 827 | Git-MCP-Server EnesOzturk11/Git-MCP-Server create_and_board_issuefetch_all_issuesfetch_merged_prs+7 | 10 | 2026-07-28+ | 50/100 | D |
| 828 | Github-MCP ildunari/Github-MCP comment_on_issuecomment_on_pull_requestcreate_issue+21 | 24 | 2025-06-18+ | 50/100 | D |
| 829 | MCP-Docusaurus Axle-Bucamp/MCP-Docusaurus apply_stylecontinue_docscreate_document+7 | 10 | 2026-07-28+ | 50/100 | D |
| 830 | Ops-MCP toni-ramchandani/Ops-MCP get_issue_detailsget_repository_infolist_directory+4 | 7 | <=2025-11-25 | 50/100 | D |
| 831 | Snaplicator bhpark1013/Snaplicator add_table_to_publicationchoose_publicationcompare_schemas+25 | 28 | 2026-07-28+ | 50/100 | D |
| 832 | agent-mcp fregataa/agent-mcp github_get_prgithub_list_pr_commentsgithub_list_pr_reviews+11 | 14 | <=2025-11-25 | 50/100 | D |
| 833 | agentaudit-mcp agentaudit-dev/agentaudit-mcp audit_packagecheck_packageconsensus_analysis+4 | 7 | 2026-07-28+ | 50/100 | D |
| 834 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 835 | claude-config-studio znlnzi/claude-config-studio detect_projectevolve_analyzeevolve_apply+9 | 12 | 2026-07-28+ | 50/100 | D |
| 836 | 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 |
| 837 | code-context-mcp fkesheh/code-context-mcp query_repo | 1 | 2026-07-28+ | 50/100 | D |
| 838 | code-guardian phuongrealmax/code-guardian profile_createprofile_deleteprofile_detect+9 | 12 | 2026-07-28+ | 50/100 | D |
| 839 | code-search techquestsdev/code-search find_referencesget_file_contentget_file_tree+5 | 8 | 2026-07-28+ | 50/100 | D |
| 840 | code-sync-mcp bifrostinc/code-sync-mcp push_changes | 1 | <=2025-11-25 | 50/100 | D |
| 841 | cyberchef-api-mcp-server slouchd/cyberchef-api-mcp-server bake_recipebatch_bake_recipeperform_magic_operation | 3 | <=2025-11-25 | 50/100 | D |
| 842 | debuggatha sxnnyside-project/debuggatha explain_findingget_findingget_ledger+3 | 6 | <=2025-11-25 | 50/100 | D |
| 843 | deepwiki-ask kongyo2/deepwiki-ask ask_question | 1 | 2026-07-28+ | 50/100 | D |
| 844 | docs-mcp-server pipe-cd/docs-mcp-server read_docssearch_docs | 2 | 2026-07-28+ | 50/100 | D |
| 845 | engram spectra-g/engram get_impact_analysisget_usage_metricsread_project_notes+1 | 4 | 2026-07-28+ | 50/100 | D |
| 846 | first-mcp nvd11/first-mcp get_repo_listgreetmultiply | 3 | <=2025-11-25 | 50/100 | D |
| 847 | git-context-mcp muhannad-hash/git-context-mcp blame_contextcommit_story | 2 | 2026-07-28+ | 50/100 | D |
| 848 | git-mcp kjozsa/git-mcp create_git_tagget_last_git_taglist_commits_since_last_tag+3 | 6 | <=2025-11-25 | 50/100 | D |
| 849 | github-enterprise-mcp ddukbg/github-enterprise-mcp cancel-workflow-runcreate-issuedisable-workflow+19 | 22 | 2026-07-28+ | 50/100 | D |
| 850 | ice-locator-mcp trose/ice-locator-mcp bulk_search_detaineesgenerate_search_reportsearch_detainee_by_alien_number+2 | 5 | <=2025-11-25 | 50/100 | D |