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108 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | Groupem dragonscypher/Groupem auth.enrollTotpauth.loginauth.logout+16 | 19 | 2026-07-28+ | 41/100 | F |
| 52 | mcp_godot_rag weekitmo/mcp_godot_rag get_godot_context | 1 | 2026-07-28+ | 41 |
| F |
| 53 | pdf-rag-mcp-server hyson666/pdf-rag-mcp-server delete_documentget_documentget_documents+1 | 4 | 2026-07-28+ | 41/100 | F |
| 54 | personal-notes-assistant coeusyk/personal-notes-assistant get_note_contentingest_noteslist_all_notes+4 | 7 | <=2025-11-25 | 41/100 | F |
| 55 | MODULAR-RAG-MCP-SERVER irock97/MODULAR-RAG-MCP-SERVER get_document_summarylist_collectionsquery_knowledge_hub | 3 | <=2025-11-25 | 40/100 | F |
| 56 | container-mcp 54rt1n/container-mcp health_check | 1 | <=2025-11-25 | 40/100 | F |
| 57 | mcp-agent sanjanb/mcp-agent get_policy_statsmcp_rank_resumesonboarding_get_status+3 | 6 | <=2025-11-25 | 40/100 | F |
| 58 | MCP-RAG AnuragB7/MCP-RAG analyze_document_collectionclear_document_storeget_rag_document_summary+3 | 6 | <=2025-11-25 | 39/100 | F |
| 59 | infinite-mcp day50-dev/infinite-mcp execute_functionlist_toolssearch_mcp | 3 | 2026-07-28+ | 39/100 | F |
| 60 | mcp-assoc-memory mako10k/mcp-assoc-memory analyze_memories_promptmemory_discover_associationsmemory_export+10 | 13 | <=2025-11-25 | 39/100 | F |
| 61 | solo-mcp CHANGGELY/solo-mcp context_collectcredits_addcredits_get+11 | 14 | <=2025-11-25 | 39/100 | F |
| 62 | emotion_ai angrysky56/emotion_ai archive_conversations_to_videoarchive_old_conversationsarchive_old_memories+20 | 23 | <=2025-11-25 | 38/100 | F |
| 63 | AI4Semantics-MCP-server SEMICeu/AI4Semantics-MCP-server add_attributeadd_classadd_connector+8 | 11 | 2026-07-28+ | 36/100 | F |
| 64 | cursor-local-indexing LuotoCompany/cursor-local-indexing analyze_codedelete_collectionget_file_content+5 | 8 | <=2025-11-25 | 36/100 | F |
| 65 | memvid-mcp-server ferrants/memvid-mcp-server add_chunkssearch | 2 | <=2025-11-25 | 36/100 | F |
| 66 | cortexgraph prefrontal-systems/cortexgraph analyze_for_recallanalyze_messageauto_recall_process_message+12 | 15 | <=2025-11-25 | 35/100 | F |
| 67 | databricks-docs-mcp yang0733/databricks-docs-mcp get_server_statustrigger_refresh | 2 | <=2025-11-25 | 35/100 | F |
| 68 | devmemory-mcp colinrozario/devmemory-mcp add_memorybuild_and_write_contextsearch_memory+1 | 4 | 2026-07-28+ | 35/100 | F |
| 69 | mcp-obsidian-index tcsavage/mcp-obsidian-index search-notes | 1 | <=2025-11-25 | 35/100 | F |
| 70 | studio5000-AI-Assistant rivie13/studio5000-AI-Assistant analyze_l5x_projectanalyze_requirements_complexityanalyze_warehouse_requirements+12 | 15 | 2026-07-28+ | 34/100 | F |
| 71 | mcp-code-indexer zxfgds/mcp-code-indexer analyze_code_qualityanalyze_dependenciesfind_similar_code+5 | 8 | <=2025-11-25 | 33/100 | F |
| 72 | ARIES Chieko-Seren/ARIES executeShellfetchServerfetchServerStatus+5 | 8 | 2026-07-28+ | 32/100 | F |
| 73 | ai-agent-pipeline salems-3Dpov/ai-agent-pipeline add_documentsclassify_intentextract_text_from_pdf+15 | 18 | <=2025-11-25 | 31/100 | F |
| 74 | valence ourochronos/valence | 0 | 2026-07-28+ | 28/100 | F |
| 75 | agent-blackboard claudioed/agent-blackboard AggregateDesignerToolBoundedContextDesignerToolCollaborativeModelingFacilitatorTool+10 | 13 | 2026-07-28+ | 27/100 | F |
| 76 | neurondb neurondb/neurondb | 0 | 2026-07-28+ | 27/100 | F |
| 77 | MCP_Server fsc0638/MCP_Server select_relevant_tools | 1 | <=2025-11-25 | 23/100 | F |
| 78 | hoard thrr87/hoard | 0 | 2026-07-28+ | 22/100 | F |
| 79 | Real-time-web-search-RAG-with-MCP PranithChowdary/Real-time-web-search-RAG-with-MCP | 0 | <=2025-11-25 | 20/100 | F |
| 80 | KenyaRe_Hackathon derak-isaack/KenyaRe_Hackathon | 0 | 2026-07-28+ | 16/100 | F |
| 81 | atlas RichSchefren/atlas adjudication.queueadjudication.resolveledger.verify_chain+20 | 23 | 2026-07-28+ | 15/100 | F |
| 82 | MegaMemory 0xK3vin/MegaMemory create_conceptget_conceptlink+6 | 9 | <=2025-11-25 | 14/100 | F |
| 83 | nexus-mcp jaggernaut007/nexus-mcp ast_grepfile_contentgraph+7 | 10 | <=2025-11-25 | 14/100 | F |
| 84 | pilotsuite-styx-core GreenhillEfka/pilotsuite-styx-core calendar.get_eventsexecute_actionget_anomalies+20 | 23 | 2026-07-28+ | 14/100 | F |
| 85 | Mnesis mnesis-app/Mnesis context_snapshotget_pending_conflictsmemory_bootstrap+7 | 10 | 2026-07-28+ | 12/100 | F |
| 86 | ai-governance-mcp jason21wc/ai-governance-mcp build_knowledge_graphevaluate_governancefind_references+11 | 14 | <=2025-11-25 | 12/100 | F |
| 87 | omarchy-mcp Zeus-Deus/omarchy-mcp compare_omarchy_vs_archfind_config_locationget_server_info+1 | 4 | <=2025-11-25 | 12/100 | F |
| 88 | terraform-ingest zloeber/terraform-ingest get_ingestion_statusget_module_index_statsget_module_resource+4 | 7 | 2026-07-28+ | 12/100 | F |
| 89 | Knowledge_MCP_RAG NadmanFaisal/Knowledge_MCP_RAG add_numbersget_documents_from_RAG | 2 | 2026-07-28+ | 11/100 | F |
| 90 | cloudscape-docs-mcp praveenc/cloudscape-docs-mcp cloudscape_read_doccloudscape_search_docs | 2 | <=2025-11-25 | 11/100 | F |
| 91 | graphrag_mcp rileylemm/graphrag_mcp get_graph_schemaget_vector_collection_infohybrid_search+1 | 4 | <=2025-11-25 | 11/100 | F |
| 92 | smart-fork recursive-vibe/smart-fork chunks/searchfork-detectsessions/index+2 | 5 | <=2025-11-25 | 11/100 | F |
| 93 | tripitaka-mcp dhamma-seeker/tripitaka-mcp define_from_suttasget_referenceget_sutta+9 | 12 | 2025-06-18+ | 11/100 | F |
| 94 | continuo-memory-mcp GtOkAi/continuo-memory-mcp get_memory_statssearch_memorystore_memory | 3 | <=2025-11-25 | 9/100 | F |
| 95 | notes-mcp giulio1979/notes-mcp delete_noteget_deep_linklist_notes+6 | 9 | 2026-07-28+ | 9/100 | F |
| 96 | LocalRag subashnalam/LocalRag chatdelete_documentdelete_document_verified+6 | 9 | <=2025-11-25 | 8/100 | F |
| 97 | kuzu-memory-graph-mcp jkear/kuzu-memory-graph-mcp clear_databasefind_entity_relationshipsget_database_stats+8 | 11 | 2026-07-28+ | 8/100 | F |
| 98 | mcp-mdspec sirius-cc-wu/mcp-mdspec get_table_of_contentsindex_specslist_specs+5 | 8 | 2026-07-28+ | 8/100 | F |
| 99 | semantic-code-mcp vrppaul/semantic-code-mcp index_codebaseindex_statussearch_code | 3 | <=2025-11-25 | 8/100 | F |
| 100 | mcp-server-lancedb kyryl-opens-ml/mcp-server-lancedb add_memorysearch_memories | 2 | 2026-07-28+ | 7/100 | F |