AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools.
AI-powered localization — translate, manage translation memory, and access style guides.
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.
Serve a secret to an agent exactly N times from locked RAM, then wipe it and self-destruct.
Is this product recalled in the EU? 46,506 official Safety Gate alerts by GTIN, brand or name.
Cross-session memory for Claude Code — context capture, semantic search, recall.
Persistent AI entity framework with causal memory, emotional state, and identity.
Shared memory for a team in Claude Code: what one person records, everyone has.
Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.
A complete color workflow over MCP: mix, convert, harmonize, measure, and remember palettes.
Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
Persistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools.
AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.
Read/write access to your Filamental knowledge graph vault. 17 tools. Local-first, no auth.
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall.
Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
Agent memory where every fact carries a receipt, and deletion is provable.
Knowledge-graph memory server for AI tools via MCP.
Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction.
Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.
Persistent memory for AI assistants. Store, search, and recall across sessions.
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
About Memory MCP servers
Memory servers solve the blank-slate problem: every new conversation starts without the context of the last one. They store facts, preferences and documents in a form the agent can recall, from simple local note stores to knowledge graphs and vector databases such as Chroma, Qdrant, Pinecone and Weaviate. Some index your own files; others manage a shared memory across tools and sessions.
Decide where memories live before you decide which server to use. Local servers keep everything on your machine, which is ideal for personal and sensitive context; hosted servers make memory available to every client you use. Look for servers that let you inspect, edit and delete what has been stored, and that separate retrieval tools from write tools.