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98 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | mcp-codesearch michaelkrauty/mcp-codesearch cleanup_orphanscode_searchdelete_collection+9 | 12 | <=2025-11-25 | 55/100 | D |
| 52 | mcp-roo-memory mcasdfgf/mcp-roo-memory desktop_focusdesktop_historydesktop_open |
| 15 |
| <=2025-11-25 |
| 55/100 |
| D |
| 53 | openwebui-plugins daradib/openwebui-plugins document_searchlinkup_web_searchperplexity_web_search | 3 | 2026-07-28+ | 55/100 | D |
| 54 | universal-ai-chat marc-shade/universal-ai-chat broadcast_messagecreate_conversationget_messages+7 | 10 | <=2025-11-25 | 55/100 | D |
| 55 | Kaimon.jl kahliburke/Kaimon.jl agent_closeagent_governor_statusagent_interrupt+9 | 12 | <=2025-11-25 | 54/100 | D |
| 56 | Lingye_Agent Ling-ye/Lingye_Agent adddivideecho+24 | 27 | 2026-07-28+ | 54/100 | D |
| 57 | arifOS ariffazil/arifOS arif_analyze_semanticarif_audit_vaultarif_authorize_agent+11 | 14 | 2026-07-28+ | 54/100 | D |
| 58 | knot raultov/knot explore_filefind_callerslist_files+3 | 6 | 2026-07-28+ | 54/100 | D |
| 59 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |
| 60 | mcp-memory-server null-create/mcp-memory-server consolidate_memoriesdecay_memory_importancedelete_memory+5 | 8 | 2026-07-28+ | 54/100 | D |
| 61 | mcp-server RanisMinsafin/mcp-server find_classfind_kafka_listenersfind_method+3 | 6 | 2026-07-28+ | 54/100 | D |
| 62 | memory-forge cpretzinger/memory-forge delete_contextlist_sessionsretrieve_context+2 | 5 | <=2025-11-25 | 54/100 | D |
| 63 | Memory-Plus Yuchen20/Memory-Plus deleterecentrecord+4 | 7 | <=2025-11-25 | 53/100 | D |
| 64 | autodev-codebase anrgct/autodev-codebase additionoutline_codebasesearch_codebase | 3 | 2025-06-18+ | 53/100 | D |
| 65 | cherry-evals marinone94/cherry-evals get_datasethybrid_search_exampleslist_datasets+2 | 5 | <=2025-11-25 | 53/100 | D |
| 66 | codebase-contextifier-9000 jarmentor/codebase-contextifier-9000 get_statsget_symbolsindex_repository+2 | 5 | <=2025-11-25 | 53/100 | D |
| 67 | files-db-mcp randomm/files-db-mcp get_collection_statsget_file_contentget_model_info+2 | 5 | <=2025-11-25 | 53/100 | D |
| 68 | minima dmayboroda/minima minima-query | 1 | <=2025-11-25 | 53/100 | D |
| 69 | 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 |
| 70 | adk-mcp-rag khoi03/adk-mcp-rag qdrant-find | 1 | 2026-07-28+ | 52/100 | D |
| 71 | better-qdrant-mcp-server wrediam/better-qdrant-mcp-server add_documentsdelete_collectionlist_collections+1 | 4 | 2026-07-28+ | 52/100 | D |
| 72 | google_workspace_fastmcp2 dipseth/google_workspace_fastmcp2 get_doc_contentmanage_drive_filessearch_docs | 3 | <=2025-11-25 | 52/100 | D |
| 73 | heimdall-mcp-server lcbcFoo/heimdall-mcp-server delete_memories_by_tagsdelete_memorymemory_status+3 | 6 | <=2025-11-25 | 52/100 | D |
| 74 | jar-el ProfEngel/jar-el memory_observememory_search | 2 | 2026-07-28+ | 52/100 | D |
| 75 | mcp-code-snippets qdrant/mcp-code-snippets lookup-snippet | 1 | 2026-07-28+ | 52/100 | D |
| 76 | mcp-server CengSin-s-RAG/mcp-server generate_document_linkget_user_benefit_recordssearch_articles+2 | 5 | 2025-06-18+ | 52/100 | D |
| 77 | 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 |
| 78 | obsidian-notebook-mcp jarmentor/obsidian-notebook-mcp append_to_notecreate_noteget_directory_structure+5 | 8 | <=2025-11-25 | 52/100 | D |
| 79 | roo-mcp mateusz/roo-mcp qdrant-find | 1 | <=2025-11-25 | 52/100 | D |
| 80 | AIStack-MCP mjdevaccount/AIStack-MCP analyze_change_impactanalyze_code_patternsanalyze_patterns+3 | 6 | <=2025-11-25 | 51/100 | D |
| 81 | Adkit-MCP Exorust/Adkit-MCP ads_bulk_disableads_capabilitiesads_delete+8 | 11 | <=2025-11-25 | 51/100 | D |
| 82 | agent-zot Claudiusvs/agent-zot fetchsearchzot_daemon_status+6 | 9 | 2026-07-28+ | 51/100 | D |
| 83 | akyn-sdk IlyesTal/akyn-sdk list_sourcesquery | 2 | <=2025-11-25 | 51/100 | D |
| 84 | doc-indexer-mcp eztakesin/doc-indexer-mcp delete_documentget_statsindex_directory+2 | 5 | <=2025-11-25 | 51/100 | D |
| 85 | flyto-core flytohub/flyto-core ai.toolai.tool_template | 2 | 2026-07-28+ | 51/100 | D |
| 86 | langchain4j-mcp gilles-gardet/langchain4j-mcp fetchAllPeoplefetchPeopleByCountryfetchPeopleByName+5 | 8 | 2026-07-28+ | 51/100 | D |
| 87 | mcp-constraint-monitor fwornle/mcp-constraint-monitor check_constraintsget_constraint_statusget_violation_history+1 | 4 | <=2025-11-25 | 51/100 | D |
| 88 | n8n-fabric ry-ops/n8n-fabric credential_createcredential_deletecredential_list+23 | 26 | 2026-07-28+ | 51/100 | D |
| 89 | obsidian-mcp-macros ianyimi/obsidian-mcp-macros execute_macroget_macro_infolist_macros+3 | 6 | 2026-07-28+ | 51/100 | D |
| 90 | ragdb-mcp musoukun/ragdb-mcp add_documentcreate_indexdelete_document+4 | 7 | <=2025-11-25 | 51/100 | D |
| 91 | search-scrape-supabase-ragdocs shariqriazz/search-scrape-supabase-ragdocs brave_local_searchbrave_web_searchexa_company_research+18 | 21 | <=2025-11-25 | 51/100 | D |
| 92 | yitam hadv/yitam forget_contextget_conversation_statsmark_important+4 | 7 | 2026-07-28+ | 51/100 | D |
| 93 | Qdrant-SerpAPISearch-MCP-Server raj-dash/Qdrant-SerpAPISearch-MCP-Server hybrid_searchingestsearch+1 | 4 | <=2025-11-25 | 50/100 | D |
| 94 | agentic-search cardea-mcp/agentic-search search | 1 | <=2025-11-25 | 50/100 | D |
| 95 | coder_db angrysky56/coder_db calculate_cyclomatic_complexitycalculate_doc_coveragecreate_coder_collection+8 | 11 | <=2025-11-25 | 50/100 | D |
| 96 | dify langgenius/dify get_setup_status_apisetup_system | 2 | 2026-07-28+ | 50/100 | D |
| 97 | fegis p-funk/fegis SearchMemory | 1 | <=2025-11-25 | 50/100 | D |
| 98 | running_mcp pabsdsr/running_mcp authenticate_with_stravacompute_metric_by_date_rangecompute_metric_historic_avg+4 | 7 | 2026-07-28+ | 50/100 | D |