Memory & Knowledge MCP Servers for VS Code

Persistent memory and virtual filesystem MCP server for AI agents.

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

Add persistent memory to AI assistants. Store and recall info across conversations.

Injection molding simulation expertise — materials, process validation, and DFM checks

Zero-config AI project memory with live file watching and MCP integration

AI-Native MCP server for Obsidian vaults with task-oriented, intelligent tools designed for LLM workflows

Zero-dependency MCP server for Obsidian vaults. Direct filesystem access — no Obsidian process or REST API plugin needed.

Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.

MCP server that lets any agent query a remote oG-Memory knowledge base with just OGMEM_API_URL + OGMEM_API_TOKEN

Lessons your coding agent can trust: briefed before each task, proven by checks, flagged on change.

Nous — the Context Graph for AI Agents.

Session continuity and persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI. Auto-injects past context on start, hands

Local-first memory of how you write: style profile and real reply examples from your chat exports

Local MCP context engine for Codex with Gemini Embedding 2 support.

Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle, cross-project.

Shared memory MCP server for AI coding agents — local by default, team-shared via threadctx.dev.

MCP server for Trilium Notes - Provides LLM access to your notes

Git-native, review-gated knowledge base for LLM agents. MCP server + CLI.

Enhanced MCP server for enabling memory for Claude through a knowledge graph with semantic search, temporal tracking, confidence scores

Powerful Cross-IDE Context Sharing via MCP. Persistently sync AI memories and chat sessions between Cursor, VS Code, and more.

Semantic codebase indexer with Ollama + Qdrant, MCP server for Claude Code