MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
Scored across 10 tools
Each tool targets a distinct aspect of memory management (store, query, update, delete, export, link, stats, health, session capture), with no overlapping purposes.
All tools follow a consistent verb_noun pattern (e.g., store_memory, query_memory, list_memories), with 'forget' being the only minor deviation but still clear.
10 tools is well-scoped for a memory management server, covering all necessary operations without unnecessary clutter.
Covers full lifecycle: create, read, update, delete, plus advanced features like cross-referencing, session summaries, and GDPR export, with no obvious gaps.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
cross_referenceexport_memoriesforgethealth_checklist_memoriesmemory_statsquery_memorystore_memorysummarize_sessionupdate_factPersistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Universal memory for AI agents and tools. Save, organize and search context anywhere.
Memory system for AI agents with semantic search. Store and recall memories with ease.
Shared long-term memory vault for AI agents with 20 MCP tools.
Add one secure layer between your agents and this server.
