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322 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 101 | Daem0n-MCP 9thLevelSoftware/Daem0n-MCP add_context_triggeranalyze_impactbackfill_entities+28 | 31 | 2026-07-28+ | 56/100 | D |
| 102 | DeepRetrieve Hariprasaadh/DeepRetrieve fallback_web_searchgenerate_answerget_knowledge_base_info+2 | 5 | 2026-07-28+ | 56 |
| D |
| 103 | dataproc-mcp dipseth/dataproc-mcp cancel_dataproc_jobcheck_active_jobscreate_cluster_from_profile+19 | 22 | 2026-07-28+ | 56/100 | D |
| 104 | engram hiatamaworkshop/engram engram_flagengram_lsengram_pull+3 | 6 | 2026-07-28+ | 56/100 | D |
| 105 | jenkins-ai-optimizer karadHub/jenkins-ai-optimizer async_build_monitordiagnose_build_failurefilter_errors+7 | 10 | <=2025-11-25 | 56/100 | D |
| 106 | mcp-codebase-index NgoTaiCo/mcp-codebase-index check_indexenhance_promptenhancement_telemetry+6 | 9 | 2026-07-28+ | 56/100 | D |
| 107 | nordstemmen-ai levino/nordstemmen-ai getFulltextgetPaperByReferencesearchDocuments+2 | 5 | 2026-07-28+ | 56/100 | D |
| 108 | qdrant-neo4j-crawl4ai-mcp BjornMelin/qdrant-neo4j-crawl4ai-mcp crawl_web_pagecreate_graph_nodecreate_graph_relationship+6 | 9 | <=2025-11-25 | 56/100 | D |
| 109 | Engram-Mem docaohieu2808/Engram-Mem engram_add_entityengram_add_relationengram_ask+12 | 15 | <=2025-11-25 | 55/100 | D |
| 110 | Memo-MCP milasd/Memo-MCP add-memoget-journal-statsrebuild-journal-index+1 | 4 | 2026-07-28+ | 55/100 | D |
| 111 | citysense olaflaitinen/citysense query_spatial_context | 1 | 2026-07-28+ | 55/100 | D |
| 112 | eva-department-mcp-server mjfura/eva-department-mcp-server add_knowledge_nodeadd_knowledge_node_typedanalyze_and_update_knowledge_graph+7 | 10 | 2026-07-28+ | 55/100 | D |
| 113 | mcp-codesearch michaelkrauty/mcp-codesearch cleanup_orphanscode_searchdelete_collection+9 | 12 | <=2025-11-25 | 55/100 | D |
| 114 | mcp-roo-memory mcasdfgf/mcp-roo-memory desktop_focusdesktop_historydesktop_open+12 | 15 | <=2025-11-25 | 55/100 | D |
| 115 | openwebui-plugins daradib/openwebui-plugins document_searchlinkup_web_searchperplexity_web_search | 3 | 2026-07-28+ | 55/100 | D |
| 116 | universal-ai-chat marc-shade/universal-ai-chat broadcast_messagecreate_conversationget_messages+7 | 10 | <=2025-11-25 | 55/100 | D |
| 117 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 118 | Lingye_Agent Ling-ye/Lingye_Agent adddivideecho+24 | 27 | 2026-07-28+ | 54/100 | D |
| 119 | arifOS ariffazil/arifOS arif_analyze_semanticarif_audit_vaultarif_authorize_agent+11 | 14 | 2026-07-28+ | 54/100 | D |
| 120 | knot raultov/knot explore_filefind_callerslist_files+3 | 6 | 2026-07-28+ | 54/100 | D |
| 121 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 122 | mcp-memory-server null-create/mcp-memory-server consolidate_memoriesdecay_memory_importancedelete_memory+5 | 8 | 2026-07-28+ | 54/100 | D |
| 123 | mcp-server RanisMinsafin/mcp-server find_classfind_kafka_listenersfind_method+3 | 6 | 2026-07-28+ | 54/100 | D |
| 124 | memory-forge cpretzinger/memory-forge delete_contextlist_sessionsretrieve_context+2 | 5 | <=2025-11-25 | 54/100 | D |
| 125 | Memory-Plus Yuchen20/Memory-Plus deleterecentrecord+4 | 7 | <=2025-11-25 | 53/100 | D |
| 126 | autodev-codebase anrgct/autodev-codebase additionoutline_codebasesearch_codebase | 3 | 2025-06-18+ | 53/100 | D |
| 127 | cherry-evals marinone94/cherry-evals get_datasethybrid_search_exampleslist_datasets+2 | 5 | <=2025-11-25 | 53/100 | D |
| 128 | codebase-contextifier-9000 jarmentor/codebase-contextifier-9000 get_statsget_symbolsindex_repository+2 | 5 | <=2025-11-25 | 53/100 | D |
| 129 | files-db-mcp randomm/files-db-mcp get_collection_statsget_file_contentget_model_info+2 | 5 | <=2025-11-25 | 53/100 | D |
| 130 | minima dmayboroda/minima minima-query | 1 | <=2025-11-25 | 53/100 | D |
| 131 | MCP-Powered-Agentic-RAG-Application agarwalvishal/MCP-Powered-Agentic-RAG-Application firecrawl_web_search_toolpython_faq_retrieval_tool | 2 | 2026-07-28+ | 52/100 | D |
| 132 | adk-mcp-rag khoi03/adk-mcp-rag qdrant-find | 1 | 2026-07-28+ | 52/100 | D |
| 133 | better-qdrant-mcp-server wrediam/better-qdrant-mcp-server add_documentsdelete_collectionlist_collections+1 | 4 | 2026-07-28+ | 52/100 | D |
| 134 | google_workspace_fastmcp2 dipseth/google_workspace_fastmcp2 get_doc_contentmanage_drive_filessearch_docs | 3 | <=2025-11-25 | 52/100 | D |
| 135 | heimdall-mcp-server lcbcFoo/heimdall-mcp-server delete_memories_by_tagsdelete_memorymemory_status+3 | 6 | <=2025-11-25 | 52/100 | D |
| 136 | jar-el ProfEngel/jar-el memory_observememory_search | 2 | 2026-07-28+ | 52/100 | D |
| 137 | mcp-code-snippets qdrant/mcp-code-snippets lookup-snippet | 1 | 2026-07-28+ | 52/100 | D |
| 138 | mcp-server CengSin-s-RAG/mcp-server generate_document_linkget_user_benefit_recordssearch_articles+2 | 5 | 2025-06-18+ | 52/100 | D |
| 139 | multi-agent-research-assistant kushalsai-01/multi-agent-research-assistant get_current_dateget_report_by_idget_report_by_id+8 | 11 | 2026-07-28+ | 52/100 | D |
| 140 | obsidian-notebook-mcp jarmentor/obsidian-notebook-mcp append_to_notecreate_noteget_directory_structure+5 | 8 | <=2025-11-25 | 52/100 | D |
| 141 | roo-mcp mateusz/roo-mcp qdrant-find | 1 | <=2025-11-25 | 52/100 | D |
| 142 | AIStack-MCP mjdevaccount/AIStack-MCP analyze_change_impactanalyze_code_patternsanalyze_patterns+3 | 6 | <=2025-11-25 | 51/100 | D |
| 143 | Adkit-MCP Exorust/Adkit-MCP ads_bulk_disableads_capabilitiesads_delete+8 | 11 | <=2025-11-25 | 51/100 | D |
| 144 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 145 | akyn-sdk IlyesTal/akyn-sdk list_sourcesquery | 2 | <=2025-11-25 | 51/100 | D |
| 146 | doc-indexer-mcp eztakesin/doc-indexer-mcp delete_documentget_statsindex_directory+2 | 5 | <=2025-11-25 | 51/100 | D |
| 147 | flyto-core flytohub/flyto-core ai.toolai.tool_template | 2 | 2026-07-28+ | 51/100 | D |
| 148 | langchain4j-mcp gilles-gardet/langchain4j-mcp fetchAllPeoplefetchPeopleByCountryfetchPeopleByName+5 | 8 | 2026-07-28+ | 51/100 | D |
| 149 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 150 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |