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340 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 |
| 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 | codelens-mcp-plugin mupozg823/codelens-mcp-plugin audit_log_querybm25_symbol_searchfind_referencing_symbols+18 | 21 | 2025-06-18+ | 49/100 | F |
| 5 | dp-mcp devraj21/dp-mcp analyze_table_patternsask_natural_language_querybackup_table_to_minio+14 | 17 | <=2025-11-25 | 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 | localdata-mcp ChrisGVE/localdata-mcp analyze_networkexecute_enhanced_queryget_database_status+12 | 15 | <=2025-11-25 | 49/100 | F |
| 10 | lyraios GalaxyLLMCI/lyraios call_contractcreate_cpi_transactiondelete_tool+13 | 16 | <=2025-11-25 | 49/100 | F |
| 11 | mcp-ols mathpn/mcp-ols create_analysis_sessioncreate_residual_plotsdescribe_data+4 | 7 | 2026-07-28+ | 49/100 | F |
| 12 | mcp4ddd mattes3/mcp4ddd generateDynamoDBRepositorygenerateEntitygeneratePostgreSQLRepository+3 | 6 | 2025-06-18+ | 49/100 | F |
| 13 | powerbuilder-toolkit juliendetilleux/powerbuilder-toolkit analyze_code_qualitybuild_solutioncheck_syntax+16 | 19 | <=2025-11-25 | 49/100 | F |
| 14 | rrweb-stack Cubenest/rrweb-stack audit_logdelete_sessionexport_session+6 | 9 | 2026-07-28+ | 49/100 | F |
| 15 | AI-Infra-Guard Tencent/AI-Infra-Guard RoleplayAttack | 1 | 2026-07-28+ | 48/100 | F |
| 16 | CloudBase-MCP TencentCloudBase/CloudBase-MCP authmanagePgDatabasequeryPgDatabase+2 | 5 | 2025-06-18+ | 48/100 | F |
| 17 | Rule-MCP-Server AkitoSakurabaCreator/Rule-MCP-Server autoDetectProjectgetProjectInfogetRules+2 | 5 | 2026-07-28+ | 48/100 | F |
| 18 | Task-Guide-MCP 2001302/Task-Guide-MCP build_hierarchycreate_guidancedelete_guidance+5 | 8 | 2026-07-28+ | 48/100 | F |
| 19 | cc-agent-brain syiibfs-hash/cc-agent-brain auditcandidatesevent+5 | 8 | 2026-07-28+ | 48/100 | F |
| 20 | mqtt_uns_viewer slalaure/mqtt_uns_viewer add_semantic_tagscreate_alertcreate_mapper+25 | 28 | 2026-07-28+ | 48/100 | F |
| 21 | nomoreide Rorogogogo/nomoreide check-databaseclose-uidb-object-details+46 | 49 | 2026-07-28+ | 48/100 | F |
| 22 | omcp_py fastomop/omcp_py Get_information_SchemaSelect_Queryanalyze_omop_data+11 | 14 | <=2025-11-25 | 48/100 | F |
| 23 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 24 | spelungit haacked/spelungit get_commit_detailsget_repository_statusindex_repository+2 | 5 | <=2025-11-25 | 48/100 | F |
| 25 | ssd-ai ssdeanx/ssd-ai analyze_complexityanalyze_problemanalyze_prompt+33 | 36 | <=2025-11-25 | 48/100 | F |
| 26 | techlead jayehmke/techlead consult_tech_leadreview_code | 2 | 2026-07-28+ | 48/100 | F |
| 27 | visor probelabs/visor analyze_file_structurecalculate_complexitydetect_patterns+2 | 5 | 2025-06-18+ | 48/100 | F |
| 28 | CTX Alegau03/CTX askbenchmark_memory_abbenchmark_memory_suite+28 | 31 | 2026-07-28+ | 47/100 | F |
| 29 | Code-Knowledge-Graph ishandutta2007/Code-Knowledge-Graph get_node_detailssearch_nodes | 2 | 2026-07-28+ | 47/100 | F |
| 30 | Easy-MCP-AutoCad zh19980811/Easy-MCP-AutoCad count_text_patternscreate_new_drawingdraw_circle+3 | 6 | 2026-07-28+ | 47/100 | F |
| 31 | 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 |
| 32 | OpenMemory Chimdiiii/OpenMemory adddeletegetAll+12 | 15 | 2026-07-28+ | 47/100 | F |
| 33 | Telegram-AI-MCP-Assistant-Bot shettysaish20/Telegram-AI-MCP-Assistant-Bot addadd_columnsadd_rows+33 | 36 | <=2025-11-25 | 47/100 | F |
| 34 | ai-dev-toolkit-template hartou/ai-dev-toolkit-template rag_get_examplesrag_get_statsrag_search+2 | 5 | 2026-07-28+ | 47/100 | F |
| 35 | airbroke icoretech/airbroke create_projectdelete_projectget_notice+9 | 12 | 2025-06-18+ | 47/100 | F |
| 36 | claude-mcp-setup souravs72/claude-mcp-setup add_tasks_to_goalclear_cachecreate_directory+28 | 31 | <=2025-11-25 | 47/100 | F |
| 37 | codebase-mcp Ravenight13/codebase-mcp create_taskget_taskindex_repository+3 | 6 | <=2025-11-25 | 47/100 | F |
| 38 | dajet-mcp-server zhichkin/dajet-mcp-server ExecuteQueryGetDatabaseDescriptionGetDatabaseMetadata+7 | 10 | 2025-06-18+ | 47/100 | F |
| 39 | dev-workflow-mcp-server programinglive/dev-workflow-mcp-server check_ready_to_commitcommit_and_pushcomplete_task+19 | 22 | 2026-07-28+ | 47/100 | F |
| 40 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 41 | neuron-mcp neurondb/neuron-mcp batch_embeddinggenerate_embeddinggpu_info+22 | 25 | 2025-06-18+ | 47/100 | F |
| 42 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 43 | spackle tspader/spackle builddescribe_tableextract_code+6 | 9 | 2026-07-28+ | 47/100 | F |
| 44 | turbomcpstudio Epistates/turbomcpstudio call_toolget_completionslist_tools | 3 | <=2025-11-25 | 47/100 | F |
| 45 | unified-blueprint sert-xx/unified-blueprint ubp-fulltext-searchubp-get-contextubp-get-graph+3 | 6 | <=2025-11-25 | 47/100 | F |
| 46 | AutoDocs TrySita/AutoDocs batch_search_codebase | 1 | 2026-07-28+ | 46/100 | F |
| 47 | CensusChat hollandkevint/CensusChat calculate_medicare_eligibilityexecute_drill_down_queryexecute_query+7 | 10 | <=2025-11-25 | 46/100 | F |
| 48 | CodeMCP SimplyLiz/CodeMCP annotationGetannotationListannotationSet+3 | 6 | <=2025-11-25 | 46/100 | F |
| 49 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 50 | aeamcp openSVM/aeamcp analyzeMcpServerCompatibilityestimateRegistrationFeesgetAgent+15 | 18 | 2025-06-18+ | 46/100 | F |