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344 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 create_sessiondelete_contextexport_contexts+12 |
| 15 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | Recall edheltzel/Recall add_breadcrumbadd_decisionadd_learning+12 | 15 | 2026-07-28+ | 49/100 | F |
| 4 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 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 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 7 | hyaline appgardenstudios/hyaline get_documentslist_documentsreload_documentation | 3 | 2026-07-28+ | 49/100 | F |
| 8 | jot-mcp veelenga/jot-mcp contextjotlist_jots | 3 | 2026-07-28+ | 49/100 | F |
| 9 | mcp4ddd mattes3/mcp4ddd generateDynamoDBRepositorygenerateEntitygeneratePostgreSQLRepository+3 | 6 | 2025-06-18+ | 49/100 | F |
| 10 | powerbuilder-toolkit juliendetilleux/powerbuilder-toolkit analyze_code_qualitybuild_solutioncheck_syntax+16 | 19 | <=2025-11-25 | 49/100 | F |
| 11 | rrweb-stack Cubenest/rrweb-stack audit_logdelete_sessionexport_session+6 | 9 | 2026-07-28+ | 49/100 | F |
| 12 | sandbox-mcp Tsuchijo/sandbox-mcp create_container_environmentcreate_file_in_containerexecute_command_in_container+3 | 6 | 2026-07-28+ | 49/100 | F |
| 13 | userful-mcps daltonnyx/userful-mcps check_dockerconvert_formatconvert_to_pdf+5 | 8 | <=2025-11-25 | 49/100 | F |
| 14 | AI-Infra-Guard Tencent/AI-Infra-Guard RoleplayAttack | 1 | 2026-07-28+ | 48/100 | F |
| 15 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 16 | Rule-MCP-Server AkitoSakurabaCreator/Rule-MCP-Server autoDetectProjectgetProjectInfogetRules+2 | 5 | 2026-07-28+ | 48/100 | F |
| 17 | Task-Guide-MCP 2001302/Task-Guide-MCP build_hierarchycreate_guidancedelete_guidance+5 | 8 | 2026-07-28+ | 48/100 | F |
| 18 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 19 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 20 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 21 | rlang-mcp-python saidsurucu/rlang-mcp-python create_ggplotexecute_r_codeexecute_r_file+4 | 7 | 2026-07-28+ | 48/100 | F |
| 22 | spelungit haacked/spelungit get_commit_detailsget_repository_statusindex_repository+2 | 5 | <=2025-11-25 | 48/100 | F |
| 23 | ssd-ai ssdeanx/ssd-ai analyze_complexityanalyze_problemanalyze_prompt+33 | 36 | <=2025-11-25 | 48/100 | F |
| 24 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 25 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 26 | CTX Alegau03/CTX askbenchmark_memory_abbenchmark_memory_suite+28 | 31 | 2026-07-28+ | 47/100 | F |
| 27 | Code-Knowledge-Graph ishandutta2007/Code-Knowledge-Graph get_node_detailssearch_nodes | 2 | 2026-07-28+ | 47/100 | F |
| 28 | Easy-MCP-AutoCad zh19980811/Easy-MCP-AutoCad count_text_patternscreate_new_drawingdraw_circle+3 | 6 | 2026-07-28+ | 47/100 | F |
| 29 | HostBridge keyurgolani/HostBridge docker_actiondocker_inspectdocker_list+8 | 11 | <=2025-11-25 | 47/100 | F |
| 30 | MCP-Servers-for-Full-Stack-Development iamqasimali/MCP-Servers-for-Full-Stack-Development check_portsdocker_composedocker_exec+25 | 28 | 2026-07-28+ | 47/100 | F |
| 31 | OpenMemory Chimdiiii/OpenMemory adddeletegetAll+12 | 15 | 2026-07-28+ | 47/100 | F |
| 32 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 33 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 34 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 35 | code-sandbox-mcp philschmid/code-sandbox-mcp run_javascript_coderun_python_code | 2 | 2026-07-28+ | 47/100 | F |
| 36 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |
| 37 | deebo-prototype MjrTom/deebo-prototype checkread_deebo_guidestart | 3 | 2026-07-28+ | 47/100 | F |
| 38 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 39 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 40 | mcp-server-deployer hzhangse-ai-agent/mcp-server-deployer build_all_imagesdeploy_moduledeploy_subproject+2 | 5 | 2026-07-28+ | 47/100 | F |
| 41 | mcp-server-devpod Protobomb/mcp-server-devpod context_listlist_providerslist_workspaces+7 | 10 | 2026-07-28+ | 47/100 | F |
| 42 | mcp_shamash NeoTecDigital/mcp_shamash check_compliancegenerate_remediationmanage_custom_rules+5 | 8 | 2026-07-28+ | 47/100 | F |
| 43 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 44 | spackle tspader/spackle builddescribe_tableextract_code+6 | 9 | 2026-07-28+ | 47/100 | F |
| 45 | turbomcpstudio Epistates/turbomcpstudio call_toolget_completionslist_tools | 3 | <=2025-11-25 | 47/100 | F |
| 46 | unified-blueprint sert-xx/unified-blueprint ubp-fulltext-searchubp-get-contextubp-get-graph+3 | 6 | <=2025-11-25 | 47/100 | F |
| 47 | AI-Agents-Orchestrator hoangsonww/AI-Agents-Orchestrator agentic_team_configagentic_team_executeagentic_team_health+16 | 19 | 2026-07-28+ | 46/100 | F |
| 48 | AutoDocs TrySita/AutoDocs batch_search_codebase | 1 | 2026-07-28+ | 46/100 | F |
| 49 | CodeMCP SimplyLiz/CodeMCP annotationGetannotationListannotationSet+3 | 6 | <=2025-11-25 | 46/100 | F |
| 50 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |