Loading ToolBench
120 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | vault-mcp robbiemu/vault-mcp get_documentget_enclosing_sectionslist_files+3 | 6 | 2026-07-28+ | 78/100 | B |
| 2 | search.elixpo pollinations/search.elixpo |
| 5 |
| 2026-07-28+ |
| 76/100 |
| B |
| 3 | hippograph-pro artemMprokhorov/hippograph-pro add_notedelete_notefind_similar+11 | 14 | 2026-07-28+ | 74/100 | B |
| 4 | reflection-bank For-Sunny/reflection-bank add_behaviorget_statsrecord_usage+2 | 5 | <=2025-11-25 | 73/100 | B |
| 5 | yantrikdb-server yantrikos/yantrikdb-server memory_correctmemory_forgetmemory_get+3 | 6 | 2026-07-28+ | 72/100 | B |
| 6 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 7 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 8 | crawl4ai-mcp MrBlackSheep91/crawl4ai-mcp crawl_and_indexexport_allget_stats+3 | 6 | 2026-07-28+ | 71/100 | B |
| 9 | hippograph artemMprokhorov/hippograph add_notedelete_notefind_similar+9 | 12 | 2026-07-28+ | 71/100 | B |
| 10 | graph-memory-mcp river-ai-lab/graph-memory-mcp create_nodecreate_relationdelete_node+15 | 18 | 2026-07-28+ | 70/100 | B |
| 11 | agent-library arcadeai-labs/agent-library Librarian_AddToLibraryLibrarian_GetLibraryOverviewLibrarian_IndexDirectoryToLibrary+5 | 8 | <=2025-11-25 | 68/100 | C |
| 12 | clangd-graph-rag 2015xli/clangd-graph-rag execute_cypher_querygenerate_embeddingsget_call_graph+11 | 14 | <=2025-11-25 | 68/100 | C |
| 13 | mcp-memory-service doobidoo/mcp-memory-service memory_cleanupmemory_consolidatememory_delete+9 | 12 | 2026-07-28+ | 68/100 | C |
| 14 | project-cortex mvp-joe/project-cortex cortex_exactcortex_filescortex_graph+2 | 5 | 2026-07-28+ | 68/100 | C |
| 15 | claude-memory daringanitch/claude-memory delete_memoryget_memoryget_projects+7 | 10 | <=2025-11-25 | 67/100 | C |
| 16 | Podsidian pedramamini/Podsidian generate_briefingget_episodelist_episodes+5 | 8 | <=2025-11-25 | 66/100 | C |
| 17 | a-mem-mcp DiaaAj/a-mem-mcp add_memory_notecheck_task_statusdelete_memory_note+5 | 8 | <=2025-11-25 | 66/100 | C |
| 18 | ai-memory-layer NishantJLU/ai-memory-layer flag_contradictionlist_recent_memoriesrecall_memory+1 | 4 | 2026-07-28+ | 66/100 | C |
| 19 | codesight camilojourney/codesight askconfighealth+3 | 6 | 2026-07-28+ | 66/100 | C |
| 20 | docs-to-ai dorianmeric/docs-to-ai get_collection_statsget_time_of_last_folder_scanlist_documents+5 | 8 | 2026-07-28+ | 66/100 | C |
| 21 | 1c-templates-mcp Desko77/1c-templates-mcp add_templatedelete_templateget_template+3 | 6 | <=2025-11-25 | 65/100 | C |
| 22 | mnemo no-ai-labs/mnemo forgetrecallremember+3 | 6 | <=2025-11-25 | 64/100 | C |
| 23 | Recall WKassebaum/Recall ingest_memoryrecall_memory | 2 | <=2025-11-25 | 63/100 | C |
| 24 | claude-total-recall danilop/claude-total-recall search_global_historysearch_project_history | 2 | 2026-07-28+ | 63/100 | C |
| 25 | cloudscape-docs-mcp prem676/cloudscape-docs-mcp cloudscape_read_doccloudscape_search_docs | 2 | <=2025-11-25 | 63/100 | C |
| 26 | context-portal GreatScottyMac/context-portal detect_workspaceget_active_contextget_decisions+14 | 17 | <=2025-11-25 | 63/100 | C |
| 27 | local-image-search-mcp edujbarrios/local-image-search-mcp find_similar_imagesget_image_detailsget_statistics+5 | 8 | <=2025-11-25 | 63/100 | C |
| 28 | security-scanner-mcp marc-shade/security-scanner-mcp detect_anomalous_findingsget_scan_resultslist_scans+4 | 7 | 2026-07-28+ | 63/100 | C |
| 29 | envector-mcp-server CryptoLabInc/envector-mcp-server create_indexdeletedelete_index+9 | 12 | <=2025-11-25 | 62/100 | C |
| 30 | gomaa M4F-S/gomaa memory_assemble_contextmemory_consolidatememory_ingest_session+5 | 8 | <=2025-11-25 | 62/100 | C |
| 31 | kimi-mneme barrelc/kimi-mneme memory_by_conceptmemory_by_filememory_recall+4 | 7 | 2026-07-28+ | 62/100 | C |
| 32 | librarian-mcp a-pogany/librarian-mcp get_documentget_index_statussearch_documentation+1 | 4 | 2026-07-28+ | 62/100 | C |
| 33 | rag-knowledge-mcp evokateur/rag-knowledge-mcp rag_get_documentrag_get_statsrag_list_documents+1 | 4 | <=2025-11-25 | 62/100 | C |
| 34 | VectorCode Davidyz/VectorCode list_collectionsls_filesquery_tool+2 | 5 | <=2025-11-25 | 61/100 | C |
| 35 | cowork-semantic-search ZhuBit/cowork-semantic-search get_index_statusindex_folderreindex_file+1 | 4 | 2026-07-28+ | 61/100 | C |
| 36 | ctxvault Filippo-Venturini/ctxvault list_docslist_skillslist_vaults+5 | 8 | <=2025-11-25 | 61/100 | C |
| 37 | data-forge-mcp angrysky56/data-forge-mcp clean_datasetdata_forge_instructionsextract_signals+12 | 15 | 2026-07-28+ | 61/100 | C |
| 38 | jqassistant-graph-rag 2015xli/jqassistant-graph-rag execute_cypher_querygenerate_embeddingsget_graph_schema+3 | 6 | <=2025-11-25 | 61/100 | C |
| 39 | pyrite pyrite-wiki/pyrite kb_backlinkskb_getkb_list+2 | 5 | 2026-07-28+ | 61/100 | C |
| 40 | zotero-code-execution kerim/zotero-code-execution comprehensive_searchfilter_by_criteriafind_items_by_authors+5 | 8 | 2026-07-28+ | 61/100 | C |
| 41 | highway-capacity-manual-mcp crosstraffic/highway-capacity-manual-mcp analyze_facilitybatch_query_hcmcall_tool+14 | 17 | 2026-07-28+ | 60/100 | C |
| 42 | kiro-total-recall danilop/kiro-total-recall search_cli_historysearch_global_historysearch_ide_history+1 | 4 | 2026-07-28+ | 60/100 | C |
| 43 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 44 | coral-tpu-mcp marc-shade/coral-tpu-mcp classify_imageclassify_intentembed_text+3 | 6 | 2026-07-28+ | 59/100 | D |
| 45 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 46 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 47 | 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 |
| 48 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 49 | pdf-toolbox patriciomartinns/pdf-toolbox configure_pdf_defaultsdescribe_pdf_sectionsread_pdf+1 | 4 | 2026-07-28+ | 59/100 | D |
| 50 | Claude-Innit tstephx/Claude-Innit admin_check_integrityadmin_syncfederated_search+11 | 14 | 2026-07-28+ | 58/100 | D |