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78 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 2 | coral-tpu-mcp marc-shade/coral-tpu-mcp classify_imageclassify_intent |
| 6 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 4 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 5 | multimodal-agents-course the-ai-merge/multimodal-agents-course ask_question_about_videoget_video_clip_from_imageget_video_clip_from_user_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 6 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 7 | pdf-toolbox patriciomartinns/pdf-toolbox configure_pdf_defaultsdescribe_pdf_sectionsread_pdf+1 | 4 | 2026-07-28+ | 59/100 | D |
| 8 | Claude-Innit tstephx/Claude-Innit admin_check_integrityadmin_syncfederated_search+11 | 14 | 2026-07-28+ | 58/100 | D |
| 9 | Search-MCP aratnasamy/Search-MCP list_directoriessearch | 2 | 2026-07-28+ | 58/100 | D |
| 10 | context-lens cornelcroi/context-lens add_documentlist_documentssearch_documents | 3 | <=2025-11-25 | 58/100 | D |
| 11 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 12 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 13 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 14 | wikigen usesalt/wikigen get_docsindex_directoriessearch_docs | 3 | 2026-07-28+ | 58/100 | D |
| 15 | WebNexus LikhithV02/WebNexus crawl_websiteget_sourcessearch_documents | 3 | 2026-07-28+ | 57/100 | D |
| 16 | archilles kasssandr/archilles compute_annotation_hashdetect_duplicatesexport_bibliography+11 | 14 | <=2025-11-25 | 57/100 | D |
| 17 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 18 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 19 | cortex-xsiam-sdk-mcp-tools ciaran-finnegan/cortex-xsiam-sdk-mcp-tools download_contentfind_classifier_examplesfind_dependencies+16 | 19 | 2026-07-28+ | 57/100 | D |
| 20 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 21 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 22 | long-term-memory-mcp Rotoslider/long-term-memory-mcp backup_memoriesdelete_memoryexport_memories+9 | 12 | <=2025-11-25 | 57/100 | D |
| 23 | promptbook-mcp isaacpalomero/promptbook-mcp create_promptfind_similar_promptsget_library_stats+6 | 9 | <=2025-11-25 | 57/100 | D |
| 24 | vector-memory-mcp Xsaven/vector-memory-mcp clear_old_memoriesget_by_memory_idget_memory_stats+3 | 6 | 2026-07-28+ | 57/100 | D |
| 25 | Corbell Corbell-AI/Corbell code_searchget_architecture_contextgraph_query+1 | 4 | 2026-07-28+ | 56/100 | D |
| 26 | CoreRag TJ-Neary/CoreRag add_user_factanalyze_knowledge_gapsapprove_golden_suggestion+20 | 23 | <=2025-11-25 | 56/100 | D |
| 27 | Daem0n-MCP 9thLevelSoftware/Daem0n-MCP add_context_triggeranalyze_impactbackfill_entities+28 | 31 | 2026-07-28+ | 56/100 | D |
| 28 | bitwig-mcp-server WeModulate/bitwig-mcp-server browse_device_presetsbrowse_insert_devicecancel_browser+17 | 20 | <=2025-11-25 | 56/100 | D |
| 29 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 30 | llm-memory-bridge user0857/llm-memory-bridge delete_memorysave_memorysearch_memory+1 | 4 | 2026-07-28+ | 56/100 | D |
| 31 | llmc vmlinuzx/llmc edit_blockget_metricsinspect_code+18 | 21 | <=2025-11-25 | 56/100 | D |
| 32 | mcp-semantic-gateway codeninja/mcp-semantic-gateway mcp_semantic_gateway_contextmcp_semantic_gateway_find_promptsmcp_semantic_gateway_find_skills+1 | 4 | 2025-06-18+ | 56/100 | D |
| 33 | semantic-search bborbe/semantic-search check_duplicatesget_contentsearch_related | 3 | <=2025-11-25 | 56/100 | D |
| 34 | ultrasync darvid/ultrasync add_symbolcompute_hashdelete_file+6 | 9 | <=2025-11-25 | 56/100 | D |
| 35 | Engram-Mem docaohieu2808/Engram-Mem engram_add_entityengram_add_relationengram_ask+12 | 15 | <=2025-11-25 | 55/100 | D |
| 36 | KnowledgeMCP maxzrff/KnowledgeMCP knowledge-addknowledge-clearknowledge-context-create+8 | 11 | <=2025-11-25 | 55/100 | D |
| 37 | PyRag nateislas/PyRag diagnosesearch_docs | 2 | <=2025-11-25 | 55/100 | D |
| 38 | eMCP-Nexus huzaifa1-0/eMCP-Nexus access_protected_toolcheck_tool_accesscreate_tool+5 | 8 | 2026-07-28+ | 55/100 | D |
| 39 | fish-bridge-mcp MakeaMouse/fish-bridge-mcp add_nodeexport_sessionget_context+6 | 9 | 2026-07-28+ | 55/100 | D |
| 40 | kubrick-multimodal-agent DharunKumar-G/kubrick-multimodal-agent ask_question_about_videoget_video_clip_from_imageget_video_clip_from_user_query+1 | 4 | <=2025-11-25 | 55/100 | D |
| 41 | total-agent-memory vbcherepanov/total-agent-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 55/100 | D |
| 42 | universal-ai-chat marc-shade/universal-ai-chat broadcast_messagecreate_conversationget_messages+7 | 10 | <=2025-11-25 | 55/100 | D |
| 43 | build-your-own-ai-agent Lay4U/build-your-own-ai-agent calculatecalculatorextract_links+8 | 11 | 2026-07-28+ | 54/100 | D |
| 44 | hypabase hypabase/hypabase consolidateforgetrecall+1 | 4 | <=2025-11-25 | 54/100 | D |
| 45 | mcp-memory-server null-create/mcp-memory-server consolidate_memoriesdecay_memory_importancedelete_memory+5 | 8 | 2026-07-28+ | 54/100 | D |
| 46 | pentestagent GH05TCREW/pentestagent cancel_agentfinishformulate_strategy+3 | 6 | 2026-07-28+ | 54/100 | D |
| 47 | python-mcp-server aquental/python-mcp-server add_itemadd_itemfetch_items+5 | 8 | 2026-07-28+ | 54/100 | D |
| 48 | rewrite-claude-assisted glebmish/rewrite-claude-assisted find_recipesget_recipetest_connection | 3 | <=2025-11-25 | 54/100 | D |
| 49 | vector-task-mcp Xsaven/vector-task-mcp cookbooktask_add_commenttask_create+7 | 10 | 2026-07-28+ | 54/100 | D |
| 50 | ymca yaacov/ymca retrieve_memorystore_memory | 2 | <=2025-11-25 | 54/100 | D |