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189 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Cortex cdeust/Cortex recallremember | 2 | 2025-06-18+ | 49/100 | F |
| 2 | Devmind-MCP JochenYang/Devmind-MCP |
| 15 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | Recall edheltzel/Recall add_breadcrumbadd_decisionadd_learning+12 | 15 | 2026-07-28+ | 49/100 | F |
| 4 | autodocument PARS-DOE/autodocument autoreviewautotestplangenerate_documentation | 3 | <=2025-11-25 | 49/100 | F |
| 5 | codelens-mcp-plugin mupozg823/codelens-mcp-plugin audit_log_querybm25_symbol_searchfind_referencing_symbols+18 | 21 | 2025-06-18+ | 49/100 | F |
| 6 | hyaline appgardenstudios/hyaline get_documentslist_documentsreload_documentation | 3 | 2026-07-28+ | 49/100 | F |
| 7 | jot-mcp veelenga/jot-mcp contextjotlist_jots | 3 | 2026-07-28+ | 49/100 | F |
| 8 | powerbuilder-toolkit juliendetilleux/powerbuilder-toolkit analyze_code_qualitybuild_solutioncheck_syntax+16 | 19 | <=2025-11-25 | 49/100 | F |
| 9 | rrweb-stack Cubenest/rrweb-stack audit_logdelete_sessionexport_session+6 | 9 | 2026-07-28+ | 49/100 | F |
| 10 | AI-Infra-Guard Tencent/AI-Infra-Guard RoleplayAttack | 1 | 2026-07-28+ | 48/100 | F |
| 11 | Task-Guide-MCP 2001302/Task-Guide-MCP build_hierarchycreate_guidancedelete_guidance+5 | 8 | 2026-07-28+ | 48/100 | F |
| 12 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 13 | multi_mcp religa/multi_mcp chatcodereviewcompare+3 | 6 | <=2025-11-25 | 48/100 | F |
| 14 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 15 | spelungit haacked/spelungit get_commit_detailsget_repository_statusindex_repository+2 | 5 | <=2025-11-25 | 48/100 | F |
| 16 | ssd-ai ssdeanx/ssd-ai analyze_complexityanalyze_problemanalyze_prompt+33 | 36 | <=2025-11-25 | 48/100 | F |
| 17 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 18 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 19 | AI_Agent_with_MCP zayedrais/AI_Agent_with_MCP analyze_dataaskgenerate_code+1 | 4 | <=2025-11-25 | 47/100 | F |
| 20 | CTX Alegau03/CTX askbenchmark_memory_abbenchmark_memory_suite+28 | 31 | 2026-07-28+ | 47/100 | F |
| 21 | Code-Knowledge-Graph ishandutta2007/Code-Knowledge-Graph get_node_detailssearch_nodes | 2 | 2026-07-28+ | 47/100 | F |
| 22 | Easy-MCP-AutoCad zh19980811/Easy-MCP-AutoCad count_text_patternscreate_new_drawingdraw_circle+3 | 6 | 2026-07-28+ | 47/100 | F |
| 23 | OpenMemory Chimdiiii/OpenMemory adddeletegetAll+12 | 15 | 2026-07-28+ | 47/100 | F |
| 24 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 25 | ai-pair-programmer-mcp K4sku/ai-pair-programmer-mcp brainstormpairreview+2 | 5 | <=2025-11-25 | 47/100 | F |
| 26 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 27 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 28 | spackle tspader/spackle builddescribe_tableextract_code+6 | 9 | 2026-07-28+ | 47/100 | F |
| 29 | turbomcpstudio Epistates/turbomcpstudio call_toolget_completionslist_tools | 3 | <=2025-11-25 | 47/100 | F |
| 30 | unified-blueprint sert-xx/unified-blueprint ubp-fulltext-searchubp-get-contextubp-get-graph+3 | 6 | <=2025-11-25 | 47/100 | F |
| 31 | CodeMCP SimplyLiz/CodeMCP annotationGetannotationListannotationSet+3 | 6 | <=2025-11-25 | 46/100 | F |
| 32 | aivectormemory GolderBrother/aivectormemory auto_saveforgetreadme+5 | 8 | <=2025-11-25 | 46/100 | F |
| 33 | apollo-agent AlexandrosLiaskos/apollo-agent cdexecute_shell_commandget_npm_package+19 | 22 | 2026-07-28+ | 46/100 | F |
| 34 | build-output-tools-mcp jgordley/build-output-tools-mcp cleanup_old_buildsget_build_outputlist_build_history+3 | 6 | 2026-07-28+ | 46/100 | F |
| 35 | code-context-engine elara-labs/code-context-engine get_codebase_summaryget_git_historyget_recent_commits+8 | 11 | 2026-07-28+ | 46/100 | F |
| 36 | codesage-algolia-challenge ntanwir10/codesage-algolia-challenge analyze_repositoryexplore_functionssearch_code | 3 | <=2025-11-25 | 46/100 | F |
| 37 | console-log-copier NickAnthony/console-log-copier clear_all_logsclear_session_logsclear_url_logs+8 | 11 | 2026-07-28+ | 46/100 | F |
| 38 | knowledge-mcp aisystant/knowledge-mcp concept_searchconnect_sourcedisconnect_source+8 | 11 | 2026-07-28+ | 46/100 | F |
| 39 | linksee-memory michielinksee/linksee-memory check_decisiondeclare_anchordream+8 | 11 | <=2025-11-25 | 46/100 | F |
| 40 | locallama-mcp Heratiki/locallama-mcp benchmark_free_modelsbenchmark_modelbenchmark_task+4 | 7 | <=2025-11-25 | 46/100 | F |
| 41 | mcp-shark mcp-shark/mcp-shark prompts/getprompts/listresources/list+3 | 6 | <=2025-11-25 | 46/100 | F |
| 42 | morfx oxhq/morfx appendapplydelete+8 | 11 | <=2025-11-25 | 46/100 | F |
| 43 | qartez-mcp kuberstar/qartez-mcp qartez_boundariesqartez_hierarchyqartez_move+5 | 8 | 2026-07-28+ | 46/100 | F |
| 44 | task-manager-mcp jhawkins11/task-manager-mcp adjust_planget_next_taskmark_task_complete+2 | 5 | <=2025-11-25 | 46/100 | F |
| 45 | Minecraft-MCP-Server MinecraftCodeFoundary/Minecraft-MCP-Server execute_commandquery_databaseread_filtered_logs+1 | 4 | 2026-07-28+ | 45/100 | F |
| 46 | Vibe-Coder-MCP freshtechbro/Vibe-Coder-MCP curate-contextgenerate-fullstack-starter-kitgenerate-prd+7 | 10 | <=2025-11-25 | 45/100 | F |
| 47 | ai-engineering-hub patchy631/ai-engineering-hub analyze_documentassemblyai_transcriptionbrightdata_analysis+17 | 20 | 2026-07-28+ | 45/100 | F |
| 48 | claudewatch blackwell-systems/claudewatch get_agent_performanceget_context_pressureget_cost_attribution+2 | 5 | 2026-07-28+ | 45/100 | F |
| 49 | llm-advisor-mcp Daichi-Kudo/llm-advisor-mcp compare_modelslist_topmodel_info+1 | 4 | 2026-07-28+ | 45/100 | F |
| 50 | nanocontext demirmusa/nanocontext calleescallerscode+16 | 19 | 2026-07-28+ | 45/100 | F |