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Memvid Agent Memory

Memvid Agent Memory

Ricky Kleinhempel

|
2 installs
| (0) | Free
Provides persistent AI Agent Memory using Memvid for GitHub Copilot agents. Automatically registers MCP tools for storing, searching, and retrieving agent memory.
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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Memvid Agent Memory

VS Code Marketplace License: MIT

Give your AI agents a memory that lasts.

⚠️ Community Extension - This is an unofficial VS Code extension built using the Memvid framework. Not affiliated with the Memvid team.

Memvid Agent Memory gives GitHub Copilot persistent memory capabilities. Your AI assistant can now remember information across sessions, search through past conversations, and provide contextual answers based on stored knowledge.

Memvid Demo


✨ Features

🧠 Persistent Memory

Store information that survives between VS Code sessions. Your agent remembers what you taught it yesterday, last week, or months ago.

🔍 Intelligent Search

Find relevant memories using smart keyword matching with automatic fallback strategies. Supports both German and English queries.

🤖 AI-Powered Answers

Ask questions in natural language and get synthesized answers from your stored memories using your preferred LLM provider.

🔄 Query Rewriting

When a search doesn't find results, the AI automatically tries alternative search terms, synonyms, and translations.

⏱️ Timeline View

See your most recent memories at a glance, sorted from newest to oldest.

🔌 Zero Configuration

Works out of the box! MCP tools are automatically registered with GitHub Copilot - no manual setup required.


🚀 Quick Start

  1. Install the extension from VS Code Marketplace
  2. Open any workspace with GitHub Copilot
  3. Start using memory commands in Copilot Chat:
💬 "Remember that this project uses PostgreSQL and Redis"
💬 "What database does this project use?"
💬 "Show me recent memories"

That's it! Your agent now has persistent memory.


🛠️ Available Tools

Tool What it does
memvid_store Save information to memory
memvid_search Find memories by keywords
memvid_ask Ask questions with AI-generated answers
memvid_timeline View recent memories
memvid_stats Check memory statistics

⚙️ Configuration

Access settings via File → Preferences → Settings → search for "Memvid"

LLM Provider (for AI Answers)

Choose how answers are generated from your memories:

Provider Setup
GitHub Copilot ⭐ No setup needed - uses your existing subscription
OpenAI Add your API key
Azure OpenAI Configure endpoint and deployment
Ollama Run Ollama locally

💡 Tip: Select "copilot" as LLM provider for the best experience with zero configuration!

Embedding Provider (for Semantic Search)

Enable semantic search with embeddings:

Provider Best for
None Keyword search only (fast, no setup)
OpenAI Best quality embeddings
Azure OpenAI Enterprise environments
Ollama Privacy-focused, runs locally

💡 Use Cases

📝 Project Documentation

"Remember: The API authentication uses JWT tokens with 24h expiry"
"Remember: Deploy to production using 'npm run deploy:prod'"

👤 User Preferences

"Remember that I prefer functional programming style"
"Remember I use tabs, not spaces"

🔧 Troubleshooting Notes

"Remember: If Docker fails, run 'docker system prune' first"
"Remember: The SSL cert renews on the 15th of each month"

📚 Learning & Research

"Remember this explanation of React hooks: ..."
"What did I learn about async/await patterns?"

📋 Requirements

  • VS Code 1.102.0 or later
  • GitHub Copilot subscription
  • Node.js 18+ (for extension)

🔒 Privacy & Storage

  • All memories are stored locally in your workspace (.memvid/agent-memory.mv2)
  • No data is sent to external servers unless you configure an external LLM/embedding provider
  • Use Copilot + no embeddings for a fully local experience

📖 Commands

Open Command Palette (Ctrl+Shift+P / Cmd+Shift+P) and type "Memvid":

Command Description
Memvid: Show Memory Statistics View how much is stored
Memvid: Open Agent Memory File Browse memory file location
Memvid: Clear Agent Memory Start fresh
Memvid: Refresh MCP Server Reconnect if needed

🐛 Troubleshooting

Agent doesn't remember anything?

  • Check that the extension is active (look for Memvid in the status bar)
  • Try Memvid: Refresh MCP Server from Command Palette

Search returns no results?

  • Try different keywords
  • Configure an LLM provider for automatic query rewriting
  • Use memvid_timeline to see what's stored

Need help?

  • Open an issue
  • Memvid Documentation

📄 License

MIT License - see LICENSE for details.


Made with ❤️ using the Memvid framework

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