Urban intelligence knowledge graph. Structured locality data for civic problem-solving.
Gives your AI assistant persistent memory and intelligence about your work patterns.
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.
Your AI's memory for what you actually know: recall across your documents, notes, and meetings.
Persistent memory for AI agents. Search and store durable facts, preferences and decisions.
Bi-temporal AI memory. 56 tools, knowledge graph, semantic search. EU-hosted, free tier.
Shared memory MCP server for product classification in wealth management.
Your versioned memory across every AI tool — context maps, personal memory, and tasks over MCP.
Compile full-stack apps from one architecture spec, with a shared Memory Fabric.
Local-first memory for AI agents: ground truths, failure firewall, negotiated recall over MCP.
Persistent codebase intelligence that gives AI assistants memory across sessions.
Decode any VIN and check open NHTSA safety recalls. Free official US government data, no auth.
Private living HTML pages agents publish, recall, update, and share at name.notepad.page.
Knowledge-graph memory for your team's documents. Answers cite the source, not a summary.
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Local-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.
Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.
Memory for coding conventions and standing instructions that persists across sessions.
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.
Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
Sanctions, PEP, watchlist, recall, business, and contract screening. Free tier, no auth required.
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.
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.