Memory & Knowledge MCP Servers for VS Code

Persistent memory for AI agents. Store context, retrieve it semantically.

Memlink — MCP server for persistent AI agent memory. Self-hosted, one URL, no cloud.

Persistent, local-first memory for AI coding agents. Remember, recall and forget across sessions.

Give Claude, Cursor, and every MCP client one shared memory that never leaves your machine. On-device embeddings, 10 ms recall, encrypted

The memory layer for your AI. Append-only, infinite, never summarised. MCP server for Claude Code, Claude Desktop, Cursor, Windsurf, and

MCP Memory Server for Claude Code — provides persistent memory, code intelligence, and project scanning tools via the Model Context

A powerful Model Context Protocol (MCP) server for the Understand-Anything architecture and knowledge graph framework.

Read, search, and summarize your UpNote notes — and create new ones.

GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 2026.

Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.

Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.

NotebookLM research automation — CLI, MCP server, and Claude Code Skill

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents

Portable AI memory shared across models and harnesses - plain markdown you own.

Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall.

97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.

Enhanced MCP memory server with timestamps, tags, importance, search, and export (JSON/CSV/GraphML)

Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers.

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Evidence-first entity and knowledge graph MCP server for AI agents to verify claims.