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162 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | ToolsFilter OppieAI/ToolsFilter filter_tools | 1 | <=2025-11-25 | 35/100 | F |
| 102 | n8n-nodes-qdrant qdrant/n8n-nodes-qdrant batchUpdatePointsclearPayloadcollectionExists+24 | 27 | 2026-07-28+ | 35/100 | F |
| 103 | DIY_MCP_SERVER jashwanthpj/DIY_MCP_SERVER prompts/getresources/readtools/call | 3 | <=2025-11-25 | 34/100 | F |
| 104 | Geny CocoRoF/Geny confluence_pageconfluence_searchconfluence_write+37 | 40 | 2026-07-28+ | 34/100 | F |
| 105 | mcp-aws-yolo 0xnairb/mcp-aws-yolo get_intentiontake_action | 2 | <=2025-11-25 | 34/100 | F |
| 106 | MCP-Matrix-MindBot sahanes/MCP-Matrix-MindBot arxiv_searchgit_infopubmed_search+2 | 5 | <=2025-11-25 | 33/100 | F |
| 107 | MCP_servers_and_a2a_utils anjijava16/MCP_servers_and_a2a_utils entity_extraction_and_graph_creation | 1 | 2026-07-28+ | 33/100 | F |
| 108 | ai-infrastructure bobthearsonist/ai-infrastructure chunkchunk_codechunk_markdown+8 | 11 | 2025-06-18+ | 33/100 | F |
| 109 | Full_Stack_AI_with_Python SAKET-SK/Full_Stack_AI_with_Python get_weathertranslate_to_frenchtranslate_to_spanish | 3 | 2026-07-28+ | 32/100 | F |
| 110 | learn-langchain-js-ai devravinder/learn-langchain-js-ai currentDatemultiplysend_email | 3 | 2026-07-28+ | 32/100 | F |
| 111 | open-news-mcp rv64m/open-news-mcp list_categorieslist_filter_metadatalist_source_names+5 | 8 | <=2025-11-25 | 32/100 | F |
| 112 | qdrant-mcp-pi5 rockywuest/qdrant-mcp-pi5 beforeAgentStartgetMemoryStatusgetStats+3 | 6 | 2026-07-28+ | 30/100 | F |
| 113 | Agentic-AI-AGNO Anshul261/Agentic-AI-AGNO anthropic_claude_inferenceazure_openai_inferencecerebras_inference+20 | 23 | 2026-07-28+ | 29/100 | F |
| 114 | code-explorer mareurs/code-explorer __probe_description_cap__approve_writecall_graph+20 | 23 | <=2025-11-25 | 29/100 | F |
| 115 | mchp-mcp-core jonzo97/mchp-mcp-core AbbreviationExpander.expandAbbreviationExpander.expand_queryAbbreviationExpander.get_expansion+13 | 16 | 2026-07-28+ | 29/100 | F |
| 116 | mcp-hub blaxel-ai/mcp-hub | 0 | 2026-07-28+ | 29/100 | F |
| 117 | Action-Agent-BE DATN-K21/Action-Agent-BE RetrieverTooldynamic_api_tool | 2 | <=2025-11-25 | 28/100 | F |
| 118 | AgentStack ssdeanx/AgentStack arxivbrowserToolchart-supervisor+13 | 16 | 2025-06-18+ | 28/100 | F |
| 119 | Sphraiva Codibex/Sphraiva CheckoutBranchInDevContainerAsyncCleanupDevContainerAsyncCloneRepositoryInDevContainerAsync+4 | 7 | 2025-06-18+ | 28/100 | F |
| 120 | langchain-playground chrisleekr/langchain-playground fetch_and_analyze_logsgenerate_log_nrql_querygenerate_trace_logs_query+8 | 11 | <=2025-11-25 | 27/100 | F |
| 121 | workspace-qdrant-mcp ChrisGVE/workspace-qdrant-mcp | 0 | 2026-07-28+ | 27/100 | F |
| 122 | decipher-research-agent mtwn105/decipher-research-agent | 0 | <=2025-11-25 | 26/100 | F |
| 123 | aworld-mcp-servers qingw-dev/aworld-mcp-servers arxiv_*audio_*browser_*+16 | 19 | <=2025-11-25 | 25/100 | F |
| 124 | mcp-fs-server bramburn/mcp-fs-server clear_indexget_file_contextindex_repository+3 | 6 | <=2025-11-25 | 25/100 | F |
| 125 | hammad-python hsaeed3/hammad-python tool | 1 | <=2025-11-25 | 24/100 | F |
| 126 | MemCP ardaaltinors/MemCP | 0 | 2026-07-28+ | 22/100 | F |
| 127 | travel_agent ScholarChen20/travel_agent addinfomaps_geo+1 | 4 | 2026-07-28+ | 22/100 | F |
| 128 | universal_llm_adapter jfcostello/universal_llm_adapter RealtimeToolHandlerToolCallBudgetbuildFinalPrompt+17 | 20 | <=2025-11-25 | 21/100 | F |
| 129 | NetAgent teduvn/NetAgent tavilysearch | 1 | 2026-07-28+ | 20/100 | F |
| 130 | nextcloud-mcp-server cbcoutinho/nextcloud-mcp-server check_provisioning_statusnc_auth_check_statusnc_auth_provision_access+2 | 5 | <=2025-11-25 | 20/100 | F |
| 131 | cardea-mcp-servers cardea-mcp/cardea-mcp-servers | 0 | 2026-07-28+ | 17/100 | F |
| 132 | datapizzaAI-RAG Rkomi98/datapizzaAI-RAG | 0 | <=2025-11-25 | 16/100 | F |
| 133 | roblox-engine-api-docs-mcp noahwillcrow/roblox-engine-api-docs-mcp | 0 | 2026-07-28+ | 16/100 | F |
| 134 | openmemory-plus Alenryuichi/openmemory-plus deps downdeps initdeps logs+10 | 13 | 2026-07-28+ | 14/100 | F |
| 135 | OpenCoordex wqswing/OpenCoordex sandbox_shellsandbox_write_file | 2 | 2026-07-28+ | 13/100 | F |
| 136 | nlqueries nlqueries/nlqueries get_agent_schemaget_cache_statsget_query_history+6 | 9 | 2026-07-28+ | 12/100 | F |
| 137 | Model-Context-Protocol-Tutorial trminhnam/Model-Context-Protocol-Tutorial | 0 | 2026-07-28+ | 11/100 | F |
| 138 | graphrag_mcp rileylemm/graphrag_mcp get_graph_schemaget_vector_collection_infohybrid_search+1 | 4 | <=2025-11-25 | 11/100 | F |
| 139 | mcp-document-server WebAppAI0410/mcp-document-server list-packageslist-versionsquery-docs | 3 | <=2025-11-25 | 11/100 | F |
| 140 | qdrant-rag-mcp ancoleman/qdrant-rag-mcp | 0 | 2026-07-28+ | 11/100 | F |
| 141 | seek RhydianJenkins/seek embedget_documentsearch+1 | 4 | <=2025-11-25 | 11/100 | F |
| 142 | tiny_chat to-aoki/tiny_chat search_documents | 1 | 2026-07-28+ | 11/100 | F |
| 143 | ai-learning princepal9120/ai-learning adddbroll_dice+2 | 5 | 2026-07-28+ | 9/100 | F |
| 144 | lxDIG-MCP lexCoder2/lxDIG-MCP arch_suggestarch_validatecode_clusters+8 | 11 | 2026-07-28+ | 9/100 | F |
| 145 | rag-mcp-server satyawork/rag-mcp-server query_collectionupload_document | 2 | <=2025-11-25 | 9/100 | F |
| 146 | RAG-MCP Aryanwadhwa14/RAG-MCP add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 8/100 | F |
| 147 | codebase-indexer ygtdgn/codebase-indexer delete_fileget_index_statusindex_directory+2 | 5 | 2026-07-28+ | 8/100 | F |
| 148 | rusty-mcp CaliLuke/rusty-mcp get-collectionsmetricsnew-collection+3 | 6 | <=2025-11-25 | 8/100 | F |
| 149 | A-Modular-Kingdom MasihMoafi/A-Modular-Kingdom | 0 | 2026-07-28+ | 0/100 | F |
| 150 | MGCP devnullnoop/MGCP add_catalogue_itemadd_lessonadd_to_community+20 | 23 | 2026-07-28+ | 0/100 | F |