Agentmemory
About
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.
Explore
- Visual memory graph with semantic relations
- 9 MCP tools (add, search, list, find similar, delete, etc.)
- 3 MCP resources (rules, graph, projects)
- Supports 20+ AI tools (Claude, Cursor, Cline, etc.)
- Self-hostable, no telemetry, no lock-in
- Import/export to CLAUDE.md, .cursorrules, MemGPT JSON
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
AgentmemoryCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Copy public/.env.example to .env (or set variables on Vercel):
VITE_SUPABASE_URL=https://your-project.supabase.co
VITE_SUPABASE_ANON_KEY=eyJhbGc...
SUPABASE_URL=https://your-project.supabase.co
SUPABASE_ANON_KEY=eyJhbGc...
npm i -g vercel
vercel
AgentMemory exposes the same MCP server in two modes:
- Local stdio — runs mcp/index.ts via tsx; the agent process invokes it as a child process. Best for desktop tools that have file-system access to your machine.
- Cloud HTTP — Streamable HTTP endpoint at https://<your-host>/mcp (Vercel default). Best for hosted tools, web clients, and sharing the same memory across machines. The user's Supabase JWT goes in Authorization: Bearer <jwt>.
The snippets below assume your clone is at /absolute/path/to/agentmemory. The local stdio command runs the MCP server directly with tsx — no build step needed.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"agentmemory": {
"agentmemory": {
"command": "npx",
"args": [
"-y",
"agentmemory"
],
"env": []
},
"agentmemory-cloud": {
"url": "https://agentmemory-dusky.vercel.app/mcp"
}
}
}
}McpServers
{
"agentmemory": {
"command": "npx",
"args": [
"-y",
"agentmemory"
],
"env": []
},
"agentmemory-cloud": {
"url": "https://agentmemory-dusky.vercel.app/mcp"
}
}> Visual memory manager for AI agents. One source of truth for Claude Code, Cursor, Cline, Continue.
<p align="center">
<a href="https://agentmemory-dusky.vercel.app/">
<a href="https://github.com/Obidel/Agentmemory/stargazers">
<a href="./LICENSE">
</p>
<sub align="center">* <b>Hosted preview</b> on Vercel — sign in with email or GitHub to try. Your data stays private to your account via <a href="https://supabase.com/docs/guides/auth/row-level-security">Supabase RLS</a>. For self-hosting or local-only mode, see <a href="#quick-start">Quick start</a> below.</sub>
Screenshots
<p align="center">
</p>
<p align="center">
<em>Dashboard — at-a-glance stats, recent memories, category breakdown, and quick actions</em>
</p>
<p align="center">
</p>
<p align="center">
<em>Memory Graph — D3 force-directed view with inline Memory Details panel and Similar Memories (98% / 97% match) ranked by vector distance</em>
</p>
<p align="center">
</p>
<p align="center">
<em>Export — one-click CLAUDE.md, .cursorrules, MemGPT JSON, or shareable read-only URL, with live preview and category filters</em>
</p>
100% free, forever
AgentMemory is open source under MIT. No paywalls, no premium tiers, no limits.
- Free for everyone — unlimited memories, unlimited projects
- Self-hostable — run locally forever, no telemetry, no lock-in
- MCP-native — works as a Model Context Protocol server in Claude Desktop, Cursor, Cline, Continue, Windsurf, Roo Code, Kilo Code, Zed, Aider, Goose, Warp, Codex CLI, Gemini CLI, GitHub Copilot CLI, Qwen Code CLI, Google Antigravity, AWS Kiro, Droid, OpenCode, OpenClaw, and pi-mono. See Connect to your AI tool below.
- Visual — graph view of all memories and their semantic relations
- Portable — import/export to .cursorrules, CLAUDE.md, MemGPT JSON, Claude Code .jsonl sessions
- Optional cloud sync — sign in to sync your memories across devices via Supabase
Support the project
AgentMemory is built and maintained in spare time. If it saves you time, consider supporting development:
- Donate on DonationAlerts — cards, SBP, YooMoney, crypto, 100+ methods
- Star the repo — the best $0 donation
- Report bugs or request features
- Contribute PRs
- Spread the word on Twitter / Reddit / HackerNews
Quick start
Web UI (local-only mode)
```bash
npm install
npm run dev
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