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217 of 92,923 servers match, ranked by overall score.
| 6 |
| 2026-07-28+ |
| 60/100 |
| C |
| 53 | mcp-server-qdrant vaporif/mcp-server-qdrant qdrant-findqdrant-store | 2 | <=2025-11-25 | 60/100 | C |
| 54 | qdrant-loader cbtw-apac/qdrant-loader expand_clusterfind_ticket_dependenciessearch | 3 | 2026-07-28+ | 60/100 | C |
| 55 | vtk-mcp Kitware/vtk-mcp get_vtk_class_info_cppget_vtk_class_info_pythonis_dsl_prompt+27 | 30 | <=2025-11-25 | 60/100 | C |
| 56 | AnyLoom-AnythingLLM-Local-AI-agentic-DyTopo-swarm Intradyne/AnyLoom-AnythingLLM-Local-AI-agentic-DyTopo-swarm rag_file_inforag_reindexrag_search+5 | 8 | <=2025-11-25 | 49/100 | F |
| 57 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 58 | TySVA AstraBert/TySVA deepsearch_tooldocumentation_search_tool | 2 | 2026-07-28+ | 49/100 | F |
| 59 | agentic-task-system renezander030/agentic-task-system ats_createats_findats_get+5 | 8 | 2026-07-28+ | 49/100 | F |
| 60 | agriculture-chatbot ShipDreams/agriculture-chatbot execute_sqlget_object_detailslist_objects+1 | 4 | 2026-07-28+ | 49/100 | F |
| 61 | ai-docs-vector-db-hybrid-scraper BjornMelin/ai-docs-vector-db-hybrid-scraper add_documentanalyze_contentclear_cache+15 | 18 | 2025-06-18+ | 49/100 | F |
| 62 | mcp-foundry flux-x/mcp-foundry retrieve | 1 | 2026-07-28+ | 49/100 | F |
| 63 | mcp-server-qdrant ocontant/mcp-server-qdrant qdrant-findqdrant-store | 2 | <=2025-11-25 | 49/100 | F |
| 64 | mem0-mcp tensakulabs/mem0-mcp add_memorydelete_memoryget_entity+3 | 6 | 2026-07-28+ | 49/100 | F |
| 65 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 66 | multi-agent-mcp-server adrianzevenster/multi-agent-mcp-server addecholist_capabilities+3 | 6 | <=2025-11-25 | 49/100 | F |
| 67 | EcoSupplyAI pritom169/EcoSupplyAI calculate_esg_scoreforecast_emissionsgenerate_report+7 | 10 | <=2025-11-25 | 48/100 | F |
| 68 | NexusMind Oskarlso/NexusMind get_ticket_statusretriever_search | 2 | 2026-07-28+ | 48/100 | F |
| 69 | aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts | 2 | 2026-07-28+ | 48/100 | F |
| 70 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ | 48/100 | F |
| 71 | gen-ai-template FranzDiebold/gen-ai-template calculate_sumget_weather | 2 | 2026-07-28+ | 48/100 | F |
| 72 | qdrant-fabric ry-ops/qdrant-fabric qdrant_db_collections_createqdrant_db_collections_deleteqdrant_db_collections_exists+27 | 30 | <=2025-11-25 | 48/100 | F |
| 73 | symbiont-sdk-js ThirdKeyAI/symbiont-sdk-js downloadSignedToolgetAnalysisgetReviewQueue+6 | 9 | 2026-07-28+ | 48/100 | F |
| 74 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 75 | go-calque calque-ai/go-calque greet | 1 | 2026-07-28+ | 47/100 | F |
| 76 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 77 | hippobox HippoBox/hippobox create_knowledgecreate_topicdelete_knowledge+9 | 12 | 2026-07-28+ | 47/100 | F |
| 78 | law7 mikhashev/law7 fetch-and-ingestget-article-versionget-code-structure+10 | 13 | <=2025-11-25 | 47/100 | F |
| 79 | mcp catalystneuro/mcp get_current_timeprocess_itemsreturn_string+1 | 4 | 2026-07-28+ | 47/100 | F |
| 80 | mcp-qdrant-openai amansingh0311/mcp-qdrant-openai collection_infolist_collectionsquery_collection | 3 | 2026-07-28+ | 47/100 | F |
| 81 | rag-mcp PhuocSang07/rag-mcp add-documentget-rag-statusinitialize-rag+4 | 7 | <=2025-11-25 | 47/100 | F |
| 82 | agent_rag_qdrant bergollo/agent_rag_qdrant classify_sensitivityredact_textsafe_send_webhook+1 | 4 | 2026-07-28+ | 46/100 | F |
| 83 | catalyst_builder billebel/catalyst_builder create_packcreate_pack_indexdeploy_pack+15 | 18 | 2026-07-28+ | 46/100 | F |
| 84 | chatbot-with-vector-store-memory-mcp-tools-and-voice-mode extrawest/chatbot-with-vector-store-memory-mcp-tools-and-voice-mode firecrawl_searchtavily_search | 2 | 2026-07-28+ | 46/100 | F |
| 85 | gno-rag alanrsoares/gno-rag get_documentlist_documentslist_documents_by_category | 3 | <=2025-11-25 | 46/100 | F |
| 86 | mcp-memory-service 27b-io/mcp-memory-service check_database_healthconsolidate_memoriesdelete_memory+5 | 8 | 2026-07-28+ | 46/100 | F |
| 87 | mcp-servers-and-devcontainers semut-project/mcp-servers-and-devcontainers indexCodebasesearchCodebase | 2 | 2026-07-28+ | 46/100 | F |
| 88 | rag-project pgalonza/rag-project search_documents | 1 | <=2025-11-25 | 46/100 | F |
| 89 | RAG-C Aparnap2/RAG-C bm25chatcrossencoder+7 | 10 | <=2025-11-25 | 45/100 | F |
| 90 | SSW.Rules.Mcp jernejk/SSW.Rules.Mcp get_category_rulesget_recent_rulesget_rule+2 | 5 | <=2025-11-25 | 45/100 | F |
| 91 | agentscope agentscope-ai/agentscope AgentCreateAgentInviteGenerateStructuredOutput+10 | 13 | 2026-07-28+ | 45/100 | F |
| 92 | aio-mcp athapong/aio-mcp maps_directionsmaps_geocodingmaps_location_search+3 | 6 | <=2025-11-25 | 45/100 | F |
| 93 | directory-indexer peteretelej/directory-indexer delete_indexget_chunkget_content+3 | 6 | <=2025-11-25 | 45/100 | F |
| 94 | fastapi-langgraph-chatbot-with-vector-store-memory-mcp-tools-and-voice-mode extrawest/fastapi-langgraph-chatbot-with-vector-store-memory-mcp-tools-and-voice-mode searchweb_scrapping | 2 | 2026-07-28+ | 45/100 | F |
| 95 | fraud_mcp chethanp11/fraud_mcp build_baselinedecide_next_stepdetect_fraud+13 | 16 | <=2025-11-25 | 45/100 | F |
| 96 | lex i-dot-ai/lex get_explanatory_note_by_legislationget_explanatory_note_by_sectionlookup_legislation+11 | 14 | 2026-07-28+ | 45/100 | F |
| 97 | mcp-pdf-server BhagyeshRashinkar/mcp-pdf-server ask_documents | 1 | 2026-07-28+ | 45/100 | F |
| 98 | mcp-server-datapizza mat1312/mcp-server-datapizza query_datapizza | 1 | <=2025-11-25 | 45/100 | F |
| 99 | GenAI anshulkardam/GenAI addcreate-user-bookmarkget-user-bookmarks+2 | 5 | 2026-07-28+ | 44/100 | F |
| 100 | UltraRAG OpenBMB/UltraRAG buildcheck_model_stateget_data+8 | 11 | 2026-07-28+ | 44/100 | F |