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322 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 151 | obsidian-mcp-macros ianyimi/obsidian-mcp-macros execute_macroget_macro_infolist_macros+3 | 6 | 2026-07-28+ | 51/100 | D |
| 152 | ragdb-mcp musoukun/ragdb-mcp add_documentcreate_indexdelete_document+4 | 7 | <=2025-11-25 | 51/100 | D |
| 153 | search-scrape-supabase-ragdocs shariqriazz/search-scrape-supabase-ragdocs brave_local_searchbrave_web_searchexa_company_research+18 | 21 | <=2025-11-25 | 51/100 | D |
| 154 | yitam hadv/yitam forget_contextget_conversation_statsmark_important+4 | 7 | 2026-07-28+ | 51/100 | D |
| 155 | Qdrant-SerpAPISearch-MCP-Server raj-dash/Qdrant-SerpAPISearch-MCP-Server hybrid_searchingestsearch+1 | 4 | <=2025-11-25 | 50/100 | D |
| 156 | agentic-search cardea-mcp/agentic-search search | 1 | <=2025-11-25 | 50/100 | D |
| 157 | coder_db angrysky56/coder_db calculate_cyclomatic_complexitycalculate_doc_coveragecreate_coder_collection+8 | 11 | <=2025-11-25 | 50/100 | D |
| 158 | dify langgenius/dify get_setup_status_apisetup_system | 2 | 2026-07-28+ | 50/100 | D |
| 159 | fegis p-funk/fegis SearchMemory | 1 | <=2025-11-25 | 50/100 | D |
| 160 | running_mcp pabsdsr/running_mcp authenticate_with_stravacompute_metric_by_date_rangecompute_metric_historic_avg+4 | 7 | 2026-07-28+ | 50/100 | D |
| 161 | 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 |
| 162 | GitPilot-MCP Divyanshu-hash/GitPilot-MCP apply_patchcheck_for_conflictsclone_repo+12 | 15 | 2026-07-28+ | 49/100 | F |
| 163 | TySVA AstraBert/TySVA deepsearch_tooldocumentation_search_tool | 2 | 2026-07-28+ | 49/100 | F |
| 164 | agentic-task-system renezander030/agentic-task-system ats_createats_findats_get+5 | 8 | 2026-07-28+ | 49/100 | F |
| 165 | agriculture-chatbot ShipDreams/agriculture-chatbot execute_sqlget_object_detailslist_objects+1 | 4 | 2026-07-28+ | 49/100 | F |
| 166 | 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 |
| 167 | mcp-foundry flux-x/mcp-foundry retrieve | 1 | 2026-07-28+ | 49/100 | F |
| 168 | mcp-server-qdrant ocontant/mcp-server-qdrant qdrant-findqdrant-store | 2 | <=2025-11-25 | 49/100 | F |
| 169 | mem0-mcp tensakulabs/mem0-mcp add_memorydelete_memoryget_entity+3 | 6 | 2026-07-28+ | 49/100 | F |
| 170 | multi-agent-mcp pengfeiyu112/multi-agent-mcp calculatelist_supported_formatsparse_document+3 | 6 | <=2025-11-25 | 49/100 | F |
| 171 | multi-agent-mcp-server adrianzevenster/multi-agent-mcp-server addecholist_capabilities+3 | 6 | <=2025-11-25 | 49/100 | F |
| 172 | EcoSupplyAI pritom169/EcoSupplyAI calculate_esg_scoreforecast_emissionsgenerate_report+7 | 10 | <=2025-11-25 | 48/100 | F |
| 173 | NexusMind Oskarlso/NexusMind get_ticket_statusretriever_search | 2 | 2026-07-28+ | 48/100 | F |
| 174 | aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts | 2 | 2026-07-28+ | 48/100 | F |
| 175 | ai-concepts dilumdarshana/ai-concepts convertCurrencygetDatabaseSchemaqueryDatabase | 3 | 2026-07-28+ | 48/100 | F |
| 176 | gen-ai-template FranzDiebold/gen-ai-template calculate_sumget_weather | 2 | 2026-07-28+ | 48/100 | F |
| 177 | qdrant-fabric ry-ops/qdrant-fabric qdrant_db_collections_createqdrant_db_collections_deleteqdrant_db_collections_exists+27 | 30 | <=2025-11-25 | 48/100 | F |
| 178 | symbiont-sdk-js ThirdKeyAI/symbiont-sdk-js downloadSignedToolgetAnalysisgetReviewQueue+6 | 9 | 2026-07-28+ | 48/100 | F |
| 179 | Ollqd leomarviegas/Ollqd delete_collectionindex_codebaseindex_documents+2 | 5 | 2026-07-28+ | 47/100 | F |
| 180 | go-calque calque-ai/go-calque greet | 1 | 2026-07-28+ | 47/100 | F |
| 181 | gobby GobbyAI/gobby Skillcall_tooledit+6 | 9 | 2026-07-28+ | 47/100 | F |
| 182 | hippobox HippoBox/hippobox create_knowledgecreate_topicdelete_knowledge+9 | 12 | 2026-07-28+ | 47/100 | F |
| 183 | law7 mikhashev/law7 fetch-and-ingestget-article-versionget-code-structure+10 | 13 | <=2025-11-25 | 47/100 | F |
| 184 | mcp catalystneuro/mcp get_current_timeprocess_itemsreturn_string+1 | 4 | 2026-07-28+ | 47/100 | F |
| 185 | mcp-qdrant-openai amansingh0311/mcp-qdrant-openai collection_infolist_collectionsquery_collection | 3 | 2026-07-28+ | 47/100 | F |
| 186 | rag-mcp PhuocSang07/rag-mcp add-documentget-rag-statusinitialize-rag+4 | 7 | <=2025-11-25 | 47/100 | F |
| 187 | agent_rag_qdrant bergollo/agent_rag_qdrant classify_sensitivityredact_textsafe_send_webhook+1 | 4 | 2026-07-28+ | 46/100 | F |
| 188 | catalyst_builder billebel/catalyst_builder create_packcreate_pack_indexdeploy_pack+15 | 18 | 2026-07-28+ | 46/100 | F |
| 189 | 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 |
| 190 | gno-rag alanrsoares/gno-rag get_documentlist_documentslist_documents_by_category | 3 | <=2025-11-25 | 46/100 | F |
| 191 | mcp-memory-service 27b-io/mcp-memory-service check_database_healthconsolidate_memoriesdelete_memory+5 | 8 | 2026-07-28+ | 46/100 | F |
| 192 | mcp-servers-and-devcontainers semut-project/mcp-servers-and-devcontainers indexCodebasesearchCodebase | 2 | 2026-07-28+ | 46/100 | F |
| 193 | rag-project pgalonza/rag-project search_documents | 1 | <=2025-11-25 | 46/100 | F |
| 194 | RAG-C Aparnap2/RAG-C bm25chatcrossencoder+7 | 10 | <=2025-11-25 | 45/100 | F |
| 195 | SSW.Rules.Mcp jernejk/SSW.Rules.Mcp get_category_rulesget_recent_rulesget_rule+2 | 5 | <=2025-11-25 | 45/100 | F |
| 196 | agentscope agentscope-ai/agentscope AgentCreateAgentInviteGenerateStructuredOutput+10 | 13 | 2026-07-28+ | 45/100 | F |
| 197 | aio-mcp athapong/aio-mcp maps_directionsmaps_geocodingmaps_location_search+3 | 6 | <=2025-11-25 | 45/100 | F |
| 198 | directory-indexer peteretelej/directory-indexer delete_indexget_chunkget_content+3 | 6 | <=2025-11-25 | 45/100 | F |
| 199 | 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 |
| 200 | fraud_mcp chethanp11/fraud_mcp build_baselinedecide_next_stepdetect_fraud+13 | 16 | <=2025-11-25 | 45/100 | F |