Loading ToolBench
88 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 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 12 | coral-tpu-mcp marc-shade/coral-tpu-mcp classify_imageclassify_intentembed_text+3 | 6 | 2026-07-28+ | 59/100 | D |
| 13 | mcp-memory-server insomnolence/mcp-memory-server add_documentcleanup_expired_memoriesdeduplicate_memories+26 | 29 | <=2025-11-25 | 59/100 | D |
| 14 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 15 | 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 |
| 16 | paper-scout jonradoff/paper-scout assess_significancegenerate_summary_contextget_interest_profile+7 | 10 | 2026-07-28+ | 59/100 | D |
| 17 | pdf-toolbox patriciomartinns/pdf-toolbox configure_pdf_defaultsdescribe_pdf_sectionsread_pdf+1 | 4 | 2026-07-28+ | 59/100 | D |
| 18 | Claude-Innit tstephx/Claude-Innit admin_check_integrityadmin_syncfederated_search+11 | 14 | 2026-07-28+ | 58/100 | D |
| 19 | Search-MCP aratnasamy/Search-MCP list_directoriessearch | 2 | 2026-07-28+ | 58/100 | D |
| 20 | context-lens cornelcroi/context-lens add_documentlist_documentssearch_documents | 3 | <=2025-11-25 | 58/100 | D |
| 21 | long-term-memory ihwooMil/long-term-memory auto_searchmemory_deletememory_get_related+6 | 9 | <=2025-11-25 | 58/100 | D |
| 22 | node-chat-mcp marc-shade/node-chat-mcp broadcast_to_clustercheck_for_new_messagesget_cluster_awareness+4 | 7 | <=2025-11-25 | 58/100 | D |
| 23 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 24 | wikigen usesalt/wikigen get_docsindex_directoriessearch_docs | 3 | 2026-07-28+ | 58/100 | D |
| 25 | WebNexus LikhithV02/WebNexus crawl_websiteget_sourcessearch_documents | 3 | 2026-07-28+ | 57/100 | D |
| 26 | archilles kasssandr/archilles compute_annotation_hashdetect_duplicatesexport_bibliography+11 | 14 | <=2025-11-25 | 57/100 | D |
| 27 | augmented-codebase-indexer AperturePlus/augmented-codebase-indexer get_index_statusget_symbol_contextindex_codebase+4 | 7 | 2026-07-28+ | 57/100 | D |
| 28 | claude-total-memory vbcherepanov/claude-total-memory memory_consolidatememory_deletememory_export+17 | 20 | 2026-07-28+ | 57/100 | D |
| 29 | 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 |
| 30 | devdocs-rag-mcp ahardy42/devdocs-rag-mcp collection_statsget_doc_contextingest_docs+2 | 5 | <=2025-11-25 | 57/100 | D |
| 31 | faulkner-db Platano78/faulkner-db add_decisionadd_decision_jsonadd_failure+7 | 10 | <=2025-11-25 | 57/100 | D |
| 32 | long-term-memory-mcp Rotoslider/long-term-memory-mcp backup_memoriesdelete_memoryexport_memories+9 | 12 | <=2025-11-25 | 57/100 | D |
| 33 | promptbook-mcp isaacpalomero/promptbook-mcp create_promptfind_similar_promptsget_library_stats+6 | 9 | <=2025-11-25 | 57/100 | D |
| 34 | vector-memory-mcp Xsaven/vector-memory-mcp clear_old_memoriesget_by_memory_idget_memory_stats+3 | 6 | 2026-07-28+ | 57/100 | D |
| 35 | Corbell Corbell-AI/Corbell code_searchget_architecture_contextgraph_query+1 | 4 | 2026-07-28+ | 56/100 | D |
| 36 | CoreRag TJ-Neary/CoreRag add_user_factanalyze_knowledge_gapsapprove_golden_suggestion+20 | 23 | <=2025-11-25 | 56/100 | D |
| 37 | Daem0n-MCP 9thLevelSoftware/Daem0n-MCP add_context_triggeranalyze_impactbackfill_entities+28 | 31 | 2026-07-28+ | 56/100 | D |
| 38 | bitwig-mcp-server WeModulate/bitwig-mcp-server browse_device_presetsbrowse_insert_devicecancel_browser+17 | 20 | <=2025-11-25 | 56/100 | D |
| 39 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 40 | llm-memory-bridge user0857/llm-memory-bridge delete_memorysave_memorysearch_memory+1 | 4 | 2026-07-28+ | 56/100 | D |
| 41 | llmc vmlinuzx/llmc edit_blockget_metricsinspect_code+18 | 21 | <=2025-11-25 | 56/100 | D |
| 42 | 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 |
| 43 | semantic-search bborbe/semantic-search check_duplicatesget_contentsearch_related | 3 | <=2025-11-25 | 56/100 | D |
| 44 | ultrasync darvid/ultrasync add_symbolcompute_hashdelete_file+6 | 9 | <=2025-11-25 | 56/100 | D |
| 45 | Engram-Mem docaohieu2808/Engram-Mem engram_add_entityengram_add_relationengram_ask+12 | 15 | <=2025-11-25 | 55/100 | D |
| 46 | KnowledgeMCP maxzrff/KnowledgeMCP knowledge-addknowledge-clearknowledge-context-create+8 | 11 | <=2025-11-25 | 55/100 | D |
| 47 | PyRag nateislas/PyRag diagnosesearch_docs | 2 | <=2025-11-25 | 55/100 | D |
| 48 | eMCP-Nexus huzaifa1-0/eMCP-Nexus access_protected_toolcheck_tool_accesscreate_tool+5 | 8 | 2026-07-28+ | 55/100 | D |
| 49 | fish-bridge-mcp MakeaMouse/fish-bridge-mcp add_nodeexport_sessionget_context+6 | 9 | 2026-07-28+ | 55/100 | D |
| 50 | 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 |