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Memory tools that work with VS Code / Copilot

Every tool below names VS Code / Copilot in its own documentation. That's what the vendor says, not something we tested. Each page links to the source.

16 tools · docs checked 2026-11-09

ToolWorks with (per docs)RunsTransportLicense
MCP Memory Service (doobidoo)
Persistent memory for agent pipelines and chat clients: REST API, knowledge graph and autonomous consolidation, with remote MCP over OAuth.
Claude Desktop, Claude Code, Claude (web), ChatGPT, Cursor, Codex, VS Code / Copilot, Windsurf, Gemini CLI, Zed, OpenCodeLocal or hostedstdio, Streamable HTTPApache-2.0
Supermemory
Memory and context engine with an app, API and MCP; hosted, with a documented fully-local mode.
Claude Desktop, Cursor, Windsurf, VS Code / Copilot, Claude Code, OpenCode, CodexLocal or hostedStreamable HTTPMIT
LongMemory (CaviraOSS, formerly OpenMemory) moved
Local persistent memory store with MCP, HTTP API and session import from many coding agents.
ChatGPT, Claude Code, Codex, VS Code / Copilot, Gemini CLI, Cline, OpenCodeRuns locallystdio, Streamable HTTPApache-2.0
Basic Memory
Notes-as-memory: your AI reads and writes plain Markdown files you can open in Obsidian, indexed locally.
ChatGPT, Claude Desktop, Claude Code, Cursor, Codex, VS Code / CopilotLocal or hostedstdio, Streamable HTTPAGPL-3.0
memU
Personal memory across agents, with CLIs (including a Codex CLI) and hosted or local storage.
ChatGPT, Claude Code, Cursor, Codex, VS Code / CopilotLocal or hostedUnknownUnknown
Qdrant MCP
Official Qdrant MCP server used as a semantic memory layer: store and find information in a Qdrant collection.
Claude Desktop, Claude Code, Cursor, VS Code / Copilot, WindsurfLocal or hostedstdio, SSE, Streamable HTTPApache-2.0
Memory Bank MCP
Centralized, remote-accessible version of the Cline "memory bank" file pattern, served over MCP with per-project isolation.
Claude Desktop, Claude Code, Cursor, VS Code / Copilot, ClineRuns locallystdioMIT
Graphlit MCP
MCP server for the hosted Graphlit platform: ingest content from many sources into a searchable project.
Claude Desktop, Cursor, VS Code / Copilot, Windsurf, ClineHostedstdioMIT
Nowledge Mem
Desktop memory and context manager with MCP integrations, a browser extension that imports chats, and thread import from coding tools.
Claude Code, Claude Desktop, Cursor, VS Code / Copilot, Gemini CLIRuns locallyStreamable HTTPProprietary
MemoryOS
Research memory operating system for personalized agents (EMNLP 2025), with an MCP server.
Claude Desktop, Cursor, VS Code / Copilot, ClineRuns locallyUnknownApache-2.0
Context Portal (ConPort)
Memory-bank MCP server that builds a project-specific knowledge graph (decisions, progress, patterns) in a per-workspace SQLite DB.
Cursor, VS Code / Copilot, Windsurf, ClineRuns locallystdioApache-2.0
Obsidian MCP Server (cyanheads)
Read, write, search and edit Obsidian vault notes, tags and frontmatter over MCP via the Local REST API plugin.
Claude Desktop, Claude Code, Cursor, VS Code / CopilotRuns locallystdio, Streamable HTTPApache-2.0
Graphiti MCP server
MCP server exposing Graphiti knowledge-graph memory, with HTTP endpoint at /mcp/ and Docker Compose setups.
Claude Desktop, Cursor, VS Code / CopilotRuns locallystdio, Streamable HTTPApache-2.0
Memento MCP
Knowledge-graph memory with semantic retrieval and temporal awareness, using Neo4j for both graph and vector search.
Claude Desktop, Cursor, VS Code / CopilotRuns locallystdioMIT
MCP Memory (official reference server)
Knowledge-graph memory (entities, relations, observations) stored in a local JSONL file. The reference implementation many forks build on.
Claude Desktop, VS Code / CopilotRuns locallystdioMIT / Apache-2.0 (relicensing in progress)
mem0-mcp-server archived
Wrapped the hosted Mem0 Memory API as an MCP server. Repository archived.
Claude Desktop, Claude Code, Cursor, VS Code / Copilot, Windsurf, OpenCodeHostedStreamable HTTPApache-2.0

Client support is what each vendor's docs say. MemoryStack doesn't test tools. How to share one memory across your bots.