Loading ToolBench
119 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | copilot-memory-mcp LabForgeDev/copilot-memory-mcp create_memorydelete_memorylist_memories+2 | 5 | <=2025-11-25 | 83/100 | A |
| 2 | vault-mcp robbiemu/vault-mcp |
| 6 |
| 2026-07-28+ |
| 78/100 |
| B |
| 3 | search.elixpo pollinations/search.elixpo deep_researchexport_research_pdffetch_pages+2 | 5 | 2026-07-28+ | 76/100 | B |
| 4 | hippograph-pro artemMprokhorov/hippograph-pro add_notedelete_notefind_similar+11 | 14 | 2026-07-28+ | 74/100 | B |
| 5 | reflection-bank For-Sunny/reflection-bank add_behaviorget_statsrecord_usage+2 | 5 | <=2025-11-25 | 73/100 | B |
| 6 | yantrikdb-server yantrikos/yantrikdb-server memory_correctmemory_forgetmemory_get+3 | 6 | 2026-07-28+ | 72/100 | B |
| 7 | SymDex husnainpk/SymDex build_context_packfind_circular_depsgc_stale_indexes+18 | 21 | 2026-07-28+ | 71/100 | B |
| 8 | cocoindex-code cocoindex-io/cocoindex-code search | 1 | 2026-07-28+ | 71/100 | B |
| 9 | crawl4ai-mcp MrBlackSheep91/crawl4ai-mcp crawl_and_indexexport_allget_stats+3 | 6 | 2026-07-28+ | 71/100 | B |
| 10 | hippograph artemMprokhorov/hippograph add_notedelete_notefind_similar+9 | 12 | 2026-07-28+ | 71/100 | B |
| 11 | graph-memory-mcp river-ai-lab/graph-memory-mcp create_nodecreate_relationdelete_node+15 | 18 | 2026-07-28+ | 70/100 | B |
| 12 | RAG-MCP-Project SAKET-SK/RAG-MCP-Project get_all_employeesget_department_summaryget_employee+15 | 18 | 2026-07-28+ | 49/100 | F |
| 13 | ctxai vs4vijay/ctxai bashgit_addgit_branch+8 | 11 | 2026-07-28+ | 49/100 | F |
| 14 | mcp-server-semantic-calc identimoji/mcp-server-semantic-calc semantic_calculator_calculate_helical_componentssemantic_calculator_cosine_similaritysemantic_calculator_dimension_distance+7 | 10 | <=2025-11-25 | 49/100 | F |
| 15 | mcp-vector-search bobmatnyc/mcp-vector-search analyze_fileanalyze_projectanalyze_tests+25 | 28 | <=2025-11-25 | 49/100 | F |
| 16 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 17 | windtools-mcp ZahidGalea/windtools-mcp get_initialization_statusindex_repositorylist_dir+1 | 4 | <=2025-11-25 | 49/100 | F |
| 18 | Chatbot_AMDIE A2SIA-AA/Chatbot_AMDIE cancel_sessionsend_message_helperspawn_wrapper | 3 | <=2025-11-25 | 48/100 | F |
| 19 | Huntable-CTI-Studio dfirtnt/Huntable-CTI-Studio cancel_workflowcreate_annotationdelete_annotation+21 | 24 | 2026-07-28+ | 48/100 | F |
| 20 | better-finder-mcp GitHamza0206/better-finder-mcp configure_pathsget_file_contentget_stats+2 | 5 | 2026-07-28+ | 48/100 | F |
| 21 | ficusBot Fiucs/ficusBot actionagent_{agent_id}_delegatecall_tool+19 | 22 | <=2025-11-25 | 48/100 | F |
| 22 | mcp-rag-server karaage0703/mcp-rag-server get_document_countsearch | 2 | <=2025-11-25 | 48/100 | F |
| 23 | project-vectorizer starkbaknet/project-vectorizer get_file_contentget_project_statslist_files+1 | 4 | <=2025-11-25 | 48/100 | F |
| 24 | auto-news arbyazra123/auto-news check_docker_statusget_newsget_news_status+2 | 5 | 2026-07-28+ | 47/100 | F |
| 25 | claude-engram 20alexl/claude-engram audit_batchclaude_engram_statuscontext+13 | 16 | 2026-07-28+ | 47/100 | F |
| 26 | memory-mcp michael-denyer/memory-mcp consolidate_memoriesdb_maintenancedelete_memory+9 | 12 | <=2025-11-25 | 47/100 | F |
| 27 | n8n-MCP-RAG christinec-dev/n8n-MCP-RAG build_prompt_flexibleexpand_queriesextract_json+5 | 8 | 2026-07-28+ | 47/100 | F |
| 28 | rag-mcp-server Jevintlie/rag-mcp-server rag.getrag.search | 2 | 2025-06-18+ | 47/100 | F |
| 29 | Cognisphere IhateCreatingUserNames2/Cognisphere analyze_emotionclassify_and_route_query_toolconnect_external_agent+8 | 11 | 2026-07-28+ | 46/100 | F |
| 30 | bitwise-mcp MichaelAyles/bitwise-mcp find_registeringest_docslist_docs+2 | 5 | 2026-07-28+ | 46/100 | F |
| 31 | bookstack-mcp Nikhil-Khaneja/bookstack-mcp answer_with_ragget_document_by_idingest_document+6 | 9 | 2026-07-28+ | 46/100 | F |
| 32 | jama_mcp_server_latest sanjeevkoppal1/jama_mcp_server_latest analyze_requirementfind_similar_requirementsget_server_status+3 | 6 | 2026-07-28+ | 46/100 | F |
| 33 | mcp-rag javier-abia/mcp-rag clear_all_datadelete_documentgenerate_response+5 | 8 | <=2025-11-25 | 46/100 | F |
| 34 | mcp-research-server hanzdi/mcp-research-server compare_documentsextract_citationsget_document_metadata+6 | 9 | <=2025-11-25 | 46/100 | F |
| 35 | mcp-the-force lukacf/mcp-the-force search_mcp_debug_logs | 1 | 2026-07-28+ | 46/100 | F |
| 36 | RAG-C Aparnap2/RAG-C bm25chatcrossencoder+7 | 10 | <=2025-11-25 | 45/100 | F |
| 37 | SSW.Rules.Mcp jernejk/SSW.Rules.Mcp get_category_rulesget_recent_rulesget_rule+2 | 5 | <=2025-11-25 | 45/100 | F |
| 38 | mcp-attack-labs aminrj-labs/mcp-attack-labs docker_envdocker_health_reportdocker_inspect+6 | 9 | 2026-07-28+ | 45/100 | F |
| 39 | mcp_memory_server VVatashi/mcp_memory_server memory.allmemory.deletememory.search+2 | 5 | 2026-07-28+ | 45/100 | F |
| 40 | ontology-mcp-server-RL-Stable-Baselines3 shark8848/ontology-mcp-server-RL-Stable-Baselines3 commerce.add_to_cartcommerce.cancel_ordercommerce.check_stock+17 | 20 | <=2025-11-25 | 45/100 | F |
| 41 | pdf-mcp saury1120/pdf-mcp analyze_contentcompare_pdfsextract_images+4 | 7 | 2026-07-28+ | 45/100 | F |
| 42 | CyClaw cgfixit/CyClaw finish_proposalhybrid_searchlist_workspace+8 | 11 | 2026-07-28+ | 44/100 | F |
| 43 | MemMimic xprooket/MemMimic analyze_memory_patternscontext_taledelete_memory_guided+10 | 13 | 2026-07-28+ | 44/100 | F |
| 44 | UltraRAG OpenBMB/UltraRAG buildcheck_model_stateget_data+8 | 11 | 2026-07-28+ | 44/100 | F |
| 45 | claude-context-local shreyashKilledar1/claude-context-local get_project_infoindex_directorylist_projects+1 | 4 | <=2025-11-25 | 44/100 | F |
| 46 | crawl4ai-mcp-server fwegener83/crawl4ai-mcp-server create_collectiondelete_file_collectiondomain_deep_crawl+6 | 9 | <=2025-11-25 | 44/100 | F |
| 47 | iMessage_MCPServer_AdvancedInsights rallyventurepartners/iMessage_MCPServer_AdvancedInsights check_consentemotion_timeline_toolimsg_anomaly_scan+15 | 18 | 2026-07-28+ | 44/100 | F |
| 48 | lmstudio-mcp ier1990/lmstudio-mcp graphmert_searchgraphmert_writelistdir+2 | 5 | <=2025-11-25 | 44/100 | F |
| 49 | mcp-email-client gamalan/mcp-email-client add_email_configdelete_email_configgenerate_embeddings+9 | 12 | <=2025-11-25 | 44/100 | F |
| 50 | LocalFile-MCP-Server DRITI2906/LocalFile-MCP-Server reindex_filessearch_files | 2 | <=2025-11-25 | 43/100 | F |