Loading ToolBench
162 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-local-rag shinpr/mcp-local-rag delete_fileingest_dataingest_file+6 | 9 | 2026-07-28+ | 69/100 | C |
| 2 | speak-mcp tylerdavis/speak-mcp change_voicelist_voicesspeak | 3 |
| 69/100 |
| C |
| 3 | forkscout-memory-mcp marsnext/forkscout-memory-mcp consolidatecontextforget+6 | 9 | 2026-07-28+ | 68/100 | C |
| 4 | agent-bom msaad00/agent-bom create_ticketdiffexample_asset_posture+5 | 8 | 2026-07-28+ | 67/100 | C |
| 5 | munin-memory Magnus-Gille/munin-memory attentionaudit_historycommitments+20 | 23 | 2026-07-28+ | 67/100 | C |
| 6 | RivalSearchMCP damionrashford/RivalSearchMCP content_operationsdocument_analysisgithub_search+6 | 9 | 2025-06-18+ | 66/100 | C |
| 7 | contex cahoots-org/contex assign_role_endpointcreate_keyexport_audit_events+13 | 16 | 2026-07-28+ | 66/100 | C |
| 8 | jellyfish-mcp Jellyfish-AI/jellyfish-mcp ai_company_adoption_analyticsai_company_impact_analyticsai_person_adoption+6 | 9 | 2026-07-28+ | 66/100 | C |
| 9 | mcp MariaDB/mcp create_vector_store | 1 | <=2025-11-25 | 66/100 | C |
| 10 | typescript-mcp-server-boilerplate devbrother2024/typescript-mcp-server-boilerplate calculatorgenerate_imagegeocode+3 | 6 | 2026-07-28+ | 66/100 | C |
| 11 | knowledge-base-mcp-server jeanibarz/knowledge-base-mcp-server add_documentask_knowledgedelete_document+6 | 9 | 2025-06-18+ | 65/100 | C |
| 12 | forge-armory agentic-forge/forge-armory search_tools | 1 | 2026-07-28+ | 64/100 | C |
| 13 | graph-memory stevepridemore/graph-memory graph_querygraph_relate | 2 | <=2025-11-25 | 64/100 | C |
| 14 | mnemostack udjin-labs/mnemostack mnemostack_answermnemostack_feedbackmnemostack_graph_query+5 | 8 | 2026-07-28+ | 64/100 | C |
| 15 | slowave slowave-ai/slowave slowave_activateslowave_commitslowave_feedback+2 | 5 | <=2025-11-25 | 64/100 | C |
| 16 | engram 199-biotechnologies/engram consolidatecreate_entitycreate_relationship+15 | 18 | 2026-07-28+ | 63/100 | C |
| 17 | writing-tools-mcp wdm0006/writing-tools-mcp character_countlist_toolsreadability_score+2 | 5 | <=2025-11-25 | 63/100 | C |
| 18 | chatterbox-mcp anand-92/chatterbox-mcp clone_voice_from_youtubedelete_voicegenerate_conversation+3 | 6 | 2026-07-28+ | 62/100 | C |
| 19 | contextmore prima101112/contextmore embed_documentretrieve_documents | 2 | 2026-07-28+ | 62/100 | C |
| 20 | envector-mcp-server CryptoLabInc/envector-mcp-server create_indexdeletedelete_index+9 | 12 | <=2025-11-25 | 62/100 | C |
| 21 | mcp-rag-server agarwalvishal/mcp-rag-server ingest_documentknowledge_base_searchweb_search | 3 | 2026-07-28+ | 62/100 | C |
| 22 | HelixMind DancingTedDanson011/HelixMind spiral_compactspiral_contextspiral_relate+2 | 5 | <=2025-11-25 | 61/100 | C |
| 23 | HiveMind AmirK-S/HiveMind add_knowledgedelete_knowledgelist_knowledge+4 | 7 | 2026-07-28+ | 61/100 | C |
| 24 | RAGLight Bessouat40/RAGLight class_retrievercollectionsgenerate+7 | 10 | <=2025-11-25 | 61/100 | C |
| 25 | codebase-search-4-agents falkosch/codebase-search-4-agents get_codebase_statssearch_by_file_typesearch_codebase | 3 | <=2025-11-25 | 61/100 | C |
| 26 | exomem Artexis10/exomem addappend_to_fileclaim_search+22 | 25 | 2026-07-28+ | 61/100 | C |
| 27 | mcp-rag-server Daniel-Barta/mcp-rag-server list_filesrag_queryread_file | 3 | 2026-07-28+ | 61/100 | C |
| 28 | nestjs-mcp-server branch42-labs/nestjs-mcp-server find_similar_lessonsget_course_detailsget_lesson_content+3 | 6 | 2026-07-28+ | 61/100 | C |
| 29 | vast-rag ssotoa70/vast-rag get_documentlist_collectionssearch_docs | 3 | <=2025-11-25 | 61/100 | C |
| 30 | TrueMemory buildingjoshbetter/TrueMemory clear_memoriesconfigure_tierextract+3 | 6 | 2026-07-28+ | 60/100 | C |
| 31 | Vector-Knowledge-Base i3T4AN/Vector-Knowledge-Base cluster_documentscreate_folderdelete_document+19 | 22 | 2026-07-28+ | 60/100 | C |
| 32 | ai-detect houtini-ai/ai-detect compare_textsdetect_ai_filedetect_ai_text+2 | 5 | 2026-07-28+ | 60/100 | C |
| 33 | code-memory kapillamba4/code-memory check_index_statusget_index_statsindex_codebase+3 | 6 | <=2025-11-25 | 60/100 | C |
| 34 | memory-mcp chenxiaofie/memory-mcp memory_add_entitymemory_cache_messagememory_close_episode+10 | 13 | 2026-07-28+ | 60/100 | C |
| 35 | obsidian-tc The-40-Thieves/obsidian-tc find_notes_by_propertyget_index_statushealth+6 | 9 | 2025-06-18+ | 60/100 | C |
| 36 | AutopilotMonitor okieselbach/AutopilotMonitor get_device_propertiesget_enrollment_sessionget_ime_version_history+14 | 17 | 2026-07-28+ | 49/100 | F |
| 37 | asya-chat-ui asya-ai/asya-chat-ui activate_cowork_documentcode_executioncreate_cowork_document+12 | 15 | 2026-07-28+ | 49/100 | F |
| 38 | awesome-skills theneoai/awesome-skills analyze_scriptsapply_gerrit_permissionsassess_functionality+5 | 8 | 2026-07-28+ | 49/100 | F |
| 39 | iai-personal-memory-engine CodeAbra/iai-personal-memory-engine claim_checkcuriosity_pendingepisodes_recent+12 | 15 | 2025-06-18+ | 49/100 | F |
| 40 | icon-mcp-server mimiya525-cloud/icon-mcp-server generate_iconsearch_icons | 2 | 2026-07-28+ | 49/100 | F |
| 41 | infino-mcp infino-ai/infino-mcp infino_sql | 1 | 2026-07-28+ | 49/100 | F |
| 42 | local_flow haelyons/local_flow add_sourcelist_sourcesquery_context+1 | 4 | <=2025-11-25 | 49/100 | F |
| 43 | Langchain-Chatchat Kestrong/Langchain-Chatchat built_in_toolschat_routerchild_tools+5 | 8 | <=2025-11-25 | 48/100 | F |
| 44 | agent Fischlvor/agent calculateget_weathersearch_knowledge_base+1 | 4 | <=2025-11-25 | 48/100 | F |
| 45 | ai-development-tools-mcp blairmichaelg/ai-development-tools-mcp analyze_code_metricsanalyze_code_qualityanalyze_code_structure+20 | 23 | <=2025-11-25 | 48/100 | F |
| 46 | codemogger glommer/codemogger indexlistmcp+1 | 4 | 2026-07-28+ | 47/100 | F |
| 47 | gradio-mcp-agent-hack CodeHalwell/gradio-mcp-agent-hack create_operationemit_erroremit_log+10 | 13 | <=2025-11-25 | 47/100 | F |
| 48 | memory-mcp michael-denyer/memory-mcp consolidate_memoriesdb_maintenancedelete_memory+9 | 12 | <=2025-11-25 | 47/100 | F |
| 49 | organon andrii-su/organon archivecleancontext+17 | 20 | <=2025-11-25 | 47/100 | F |
| 50 | unified-blueprint sert-xx/unified-blueprint ubp-fulltext-searchubp-get-contextubp-get-graph+3 | 6 | <=2025-11-25 | 47/100 | F |