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834 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | ZotSeek introfini/ZotSeek find_similarindex_statussearch | 3 | <=2025-11-25 | 83/100 | A |
| 2 | copilot-memory-mcp LabForgeDev/copilot-memory-mcp create_memorydelete_memorylist_memories+2 | 5 | <=2025-11-25 |
| 83/100 |
| A |
| 3 | Verity johnnyryan/Verity consult_second_opinionverify_answer | 2 | <=2025-11-25 | 78/100 | B |
| 4 | bookstack-mcp bees-roadhouse/bookstack-mcp create_pagedelete_pagedirectory+9 | 12 | <=2025-11-25 | 78/100 | B |
| 5 | vault-mcp robbiemu/vault-mcp get_documentget_enclosing_sectionslist_files+3 | 6 | 2026-07-28+ | 78/100 | B |
| 6 | engram OscillateLabsLLC/engram add_memoryget_episodesget_status+2 | 5 | 2026-07-28+ | 77/100 | B |
| 7 | Lynkr Fast-Editor/Lynkr BashEditGlob+8 | 11 | <=2025-11-25 | 76/100 | B |
| 8 | mcp-listen decibri/mcp-listen capture_audiolist_audio_devicesvoice_query | 3 | 2026-07-28+ | 76/100 | B |
| 9 | search.elixpo pollinations/search.elixpo deep_researchexport_research_pdffetch_pages+2 | 5 | 2026-07-28+ | 76/100 | B |
| 10 | forgetful ScottRBK/forgetful create_code_artifactcreate_documentcreate_entity+16 | 19 | <=2025-11-25 | 74/100 | B |
| 11 | hippograph-pro artemMprokhorov/hippograph-pro add_notedelete_notefind_similar+11 | 14 | 2026-07-28+ | 74/100 | B |
| 12 | homelab-monitor SikamikanikoBG/homelab-monitor get_ai_modelsget_alertsget_benchmark+16 | 19 | 2026-07-28+ | 74/100 | B |
| 13 | reflection-bank For-Sunny/reflection-bank add_behaviorget_statsrecord_usage+2 | 5 | <=2025-11-25 | 73/100 | B |
| 14 | grepai yoanbernabeu/grepai grepai_index_statusgrepai_list_projectsgrepai_list_workspaces+11 | 14 | 2026-07-28+ | 72/100 | B |
| 15 | mindmap-mcp-server ravi-labs/mindmap-mcp-server mindmap_auditmindmap_brainstormmindmap_capture+15 | 18 | 2025-06-18+ | 72/100 | B |
| 16 | yantrikdb-server yantrikos/yantrikdb-server memory_correctmemory_forgetmemory_get+3 | 6 | 2026-07-28+ | 72/100 | B |
| 17 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 18 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 19 | contextplus ForLoopCodes/contextplus add_interlinked_contextcreate_relationget_blast_radius+14 | 17 | <=2025-11-25 | 71/100 | B |
| 20 | crawl4ai-mcp MrBlackSheep91/crawl4ai-mcp crawl_and_indexexport_allget_stats+3 | 6 | 2026-07-28+ | 71/100 | B |
| 21 | ghost ghostapp-ai/ghost ghost_index_statusghost_index_statusghost_list_directory+5 | 8 | 2026-07-28+ | 71/100 | B |
| 22 | git-filter-repo-mcp zacala1/git-filter-repo-mcp analyze_historychange_authorchange_commit_dates+19 | 22 | <=2025-11-25 | 71/100 | B |
| 23 | hippograph artemMprokhorov/hippograph add_notedelete_notefind_similar+9 | 12 | 2026-07-28+ | 71/100 | B |
| 24 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 25 | orchestra ruska-ai/orchestra bash_tool | 1 | 2026-07-28+ | 71/100 | B |
| 26 | LLM-MCP ranjanjyoti152/LLM-MCP auto_extract_preferencescleanup_expired_memoriescompact_context+26 | 29 | 2026-07-28+ | 70/100 | B |
| 27 | S3-Documentation-MCP-Server yoanbernabeu/S3-Documentation-MCP-Server get_full_documentrefresh_indexsearch_documentation | 3 | 2025-06-18+ | 70/100 | B |
| 28 | Tiburcio JoaoMorais03/Tiburcio getArchitecturegetChangeSummarygetFileContext+9 | 12 | 2026-07-28+ | 70/100 | B |
| 29 | VayuPress johalputt/VayuPress create_postdelete_postget_post+4 | 7 | 2026-07-28+ | 70/100 | B |
| 30 | graph-memory-mcp river-ai-lab/graph-memory-mcp create_nodecreate_relationdelete_node+15 | 18 | 2026-07-28+ | 70/100 | B |
| 31 | mcp-context-server alex-feel/mcp-context-server delete_contextdelete_context_batchfts_search_context+13 | 16 | <=2025-11-25 | 70/100 | B |
| 32 | mcp-markdown-manager joelmnz/mcp-markdown-manager createArticledeleteArticlegetArticleEmbeddingStatus+10 | 13 | <=2025-11-25 | 70/100 | B |
| 33 | youtube-knowledge-base-mcp Miandari/youtube-knowledge-base-mcp explore_librarymanage_sourceprocess_video+1 | 4 | 2026-07-28+ | 70/100 | B |
| 34 | blender-open-mcp dhakalnirajan/blender-open-mcp blender_ai_promptblender_create_objectblender_delete_object+10 | 13 | <=2025-11-25 | 69/100 | C |
| 35 | mcp-markdown-vault wirux/mcp-markdown-vault bulk_readeditsearch+2 | 5 | 2026-07-28+ | 69/100 | C |
| 36 | mcp-vector-memory wyckit/mcp-vector-memory cognitive_statscollapse_clustercreate_cluster+14 | 17 | 2026-07-28+ | 69/100 | C |
| 37 | tool-compass mcp-tool-shop-org/tool-compass bridge:add_bridge_contentbridge:archive_projectbridge:create_checkpoint+16 | 19 | 2026-07-28+ | 69/100 | C |
| 38 | vision-tool farhanic017/vision-tool analyze_imageanalyze_video | 2 | 2026-07-28+ | 69/100 | C |
| 39 | RagScore HZYAI/RagScore evaluate_raggenerate_qa_dataset | 2 | 2026-07-28+ | 68/100 | C |
| 40 | agent-library arcadeai-labs/agent-library Librarian_AddToLibraryLibrarian_GetLibraryOverviewLibrarian_IndexDirectoryToLibrary+5 | 8 | <=2025-11-25 | 68/100 | C |
| 41 | clangd-graph-rag 2015xli/clangd-graph-rag execute_cypher_querygenerate_embeddingsget_call_graph+11 | 14 | <=2025-11-25 | 68/100 | C |
| 42 | contextify atakanatali/contextify consolidate_memoriescreate_relationshipdelete_memory+10 | 13 | 2026-07-28+ | 68/100 | C |
| 43 | document-mcp yairwein/document-mcp get_catalogget_document_inforeindex_document+1 | 4 | 2026-07-28+ | 68/100 | C |
| 44 | icm rtk-ai/icm icm_facts_forgeticm_facts_geticm_facts_list+17 | 20 | 2026-07-28+ | 68/100 | C |
| 45 | mcp-memory-service doobidoo/mcp-memory-service memory_cleanupmemory_consolidatememory_delete+9 | 12 | 2026-07-28+ | 68/100 | C |
| 46 | polyglot-mcp mcp-tool-shop-org/polyglot-mcp check_statuslist_languagestranslate+3 | 6 | 2026-07-28+ | 68/100 | C |
| 47 | project-cortex mvp-joe/project-cortex cortex_exactcortex_filescortex_graph+2 | 5 | 2026-07-28+ | 68/100 | C |
| 48 | claude-memory daringanitch/claude-memory delete_memoryget_memoryget_projects+7 | 10 | <=2025-11-25 | 67/100 | C |
| 49 | greenroom chrisbrickey/greenroom categorize_genrescompare_llm_responsesdiscover_films+5 | 8 | 2026-07-28+ | 67/100 | C |
| 50 | heddle goweft/heddle buildcapture_screendaily_briefing+10 | 13 | <=2025-11-25 | 67/100 | C |