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Mem0 Plugin for Claude Code, Claude Cowork, Cursor, Codex, OpenCode & Antigravity

mem0-plugin/README.md

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Mem0 Plugin for Claude Code, Claude Cowork, Cursor, Codex, OpenCode & Antigravity

Add persistent memory to your AI workflows. Store, retrieve, and manage memories across sessions using the Mem0 Platform. Works with Claude Code (CLI), Claude Cowork (desktop app), Cursor, Codex, OpenCode, and Antigravity.

Quick path for agents

If you're an AI agent setting up Mem0 autonomously (no human dashboard signup available), run:

bash
mem0 init --agent --json

This mints an evaluation API key in <5 seconds — no email, no OTP, no browser. The key is written to your config and exported as MEM0_API_KEY for the current shell. Use it immediately against the Mem0 Platform or the MCP server. The human owner can later run mem0 init --email <their-email> to claim ownership: memories transfer, the same API key keeps working, and the agent isn't disrupted.

Humans setting up Mem0 by hand should continue with Step 1 below.

Step 1: Set your API key

You must complete this step before installing the plugin.

  1. Sign up at app.mem0.ai if you haven't already

  2. Go to app.mem0.ai/dashboard/api-keys

  3. Click Create API Key and copy the key (starts with m0-)

  4. Set the key using one of these methods:

    CLI — add to your shell profile:

    bash
    # For zsh (default on macOS)
    echo 'export MEM0_API_KEY="m0-your-api-key"' >> ~/.zshrc
    source ~/.zshrc
    
    # For bash
    echo 'export MEM0_API_KEY="m0-your-api-key"' >> ~/.bashrc
    source ~/.bashrc
    

    Desktop app — use the local environment editor:

    Click the environment dropdown next to the prompt box → hover over Local → click the gear icon → add MEM0_API_KEY with your key. Values are stored encrypted on your machine.

    Note: The Desktop app does not inherit custom environment variables from shell profiles — it only reads PATH. You must use the local environment editor for Desktop.

  5. Confirm it's set:

    bash
    echo $MEM0_API_KEY
    # Should print: m0-your-api-key
    

Step 2: Install the plugin

Choose one of the options below. All require MEM0_API_KEY to be set first (see above).

Claude Code (CLI) / Claude Cowork (Desktop)

Claude Code and Claude Cowork share the same plugin system.

CLI:

/plugin marketplace add mem0ai/mem0
/plugin install mem0@mem0-plugins

Cowork desktop app: Open the Cowork tab, click Customize in the sidebar, click Browse plugins, and install Mem0.

This installs the full plugin including the MCP server, lifecycle hooks (automatic memory capture), and the Mem0 SDK skill.

Codex

Option A — Direct MCP (fastest, MCP only):

Codex reads MCP servers from ~/.codex/config.toml as TOML. Add:

toml
[mcp_servers.mem0]
url = "https://mcp.mem0.ai/mcp"
bearer_token_env_var = "MEM0_API_KEY"

Export MEM0_API_KEY in your shell and restart Codex. codex mcp add only supports stdio servers, so HTTP servers like Mem0's must be added via config.toml directly (or via the Plugins → Connect to a custom MCP → Streamable HTTP UI in the Codex app).

Option B — Sideload the plugin (full experience: MCP + skills + opt-in hooks):

Clone the repo and register the bundled marketplace with one CLI call:

bash
git clone https://github.com/mem0ai/mem0.git ~/codex-plugins/mem0-source
codex plugin marketplace add ~/codex-plugins/mem0-source

This points Codex at the repo's .agents/plugins/marketplace.json, which references mem0-plugin/ as the local source. Restart Codex, run /plugins, and install Mem0 from the Mem0 Plugins marketplace.

Don't combine with Option A. The plugin manifest auto-registers mem0 as an MCP server via mem0-plugin/.codex-mcp.json — adding a manual [mcp_servers.mem0] block would duplicate the registration.

Optional — enable lifecycle hooks. Codex doesn't auto-wire hooks from plugin manifests; it only reads ~/.codex/hooks.json (or <repo>/.codex/hooks.json) (docs). Run the bundled installer once to merge Mem0's entries:

bash
python3 ~/codex-plugins/mem0-source/mem0-plugin/scripts/install_codex_hooks.py

This merges three entries into ~/.codex/hooks.json with absolute paths pointing into your clone:

EventWhat it does
SessionStartLoads prior memories as bootstrap context
UserPromptSubmitInjects relevant memories into the prompt
StopReminds the agent to persist learnings at turn end

Re-running the installer is idempotent (replaces the Mem0 entries rather than duplicating) and preserves any other hooks you have. To remove: python3 .../install_codex_hooks.py --uninstall. If you move or delete the clone directory, re-run the installer from the new location — the hooks file stores absolute paths.

Codex hooks also require the codex_hooks feature flag in ~/.codex/config.toml:

toml
[features]
codex_hooks = true

The installer prints a reminder if the flag isn't set. Restart Codex after editing the config.

Managing the plugin:

bash
codex plugin marketplace upgrade               # pull latest plugin versions
codex plugin marketplace remove mem0-plugins   # unregister the marketplace

Cursor

Already have mem0 configured as an MCP server? Remove the existing entry from your Cursor MCP settings before installing to avoid duplicate tools.

Option A — One-click deeplink (installs MCP server only):

Install Mem0 MCP in Cursor

Option B — Manual configuration (MCP server only):

Add the following to your .cursor/mcp.json:

json
{
  "mcpServers": {
    "mem0": {
      "url": "https://mcp.mem0.ai/mcp/",
      "headers": {
        "Authorization": "Token ${env:MEM0_API_KEY}"
      }
    }
  }
}

Option C — Cursor Marketplace (full plugin with hooks and skills):

Install from the Cursor Marketplace for the complete experience including lifecycle hooks and the Mem0 SDK skill.

OpenCode

bash
bunx @mem0/opencode-plugin@latest install

Or via OpenCode's built-in CLI: opencode plugin @mem0/opencode-plugin

Then add the MCP server to your opencode.json (project or global at ~/.config/opencode/opencode.json):

json
{
  "mcp": {
    "mem0": {
      "type": "remote",
      "url": "https://mcp.mem0.ai/mcp/",
      "headers": {
        "Authorization": "Token {env:MEM0_API_KEY}"
      },
      "oauth": false
    }
  }
}

Restart OpenCode. The plugin installs hooks and skills automatically. Drop the plugin install if you only want MCP.

See OpenCode integration docs for full details.

Antigravity (Google)

Option A — degit (recommended):

bash
# Install the plugin (MCP server, hooks, scripts)
npx degit mem0ai/mem0/mem0-plugin ~/.gemini/config/plugins/mem0

This installs the MCP server, lifecycle hooks, and shared scripts.

See Antigravity integration docs for full details.

Post-Installation: Run /mem0:onboard

After installing, start a new session and run:

/mem0:onboard

This runs the setup wizard which:

  1. Verifies your API key and MCP connection
  2. Detects and imports project files (CLAUDE.md, AGENTS.md, .cursorrules)
  3. Installs coding-optimized memory categories
  4. Shows your identity (user ID, project scope, branch)

The onboarding is idempotent — safe to re-run anytime. On first session in a new project (0 memories), Claude is prompted to run it automatically.

Verify it works

After onboarding, confirm everything is connected:

  1. Run /mem0:health to check connectivity
  2. Run /mem0:stats to see memory counts
  3. Try /mem0:remember "we use TypeScript" then /mem0:tour to see it stored

Available Skills

The plugin includes 17 skills accessible via /mem0: commands:

CommandDescription
/mem0:rememberStore a memory verbatim — decisions, preferences, conventions
/mem0:tourBrowse all memories grouped by category
/mem0:peekQuick search with compact one-liner results
/mem0:statsSession and project memory statistics
/mem0:dreamConsolidate memories — merge duplicates, resolve contradictions
/mem0:pinProtect critical memories from pruning
/mem0:forgetDelete memories by search or ID
/mem0:healthDiagnose connectivity, API key, and read/write
/mem0:exportExport memories to portable Markdown
/mem0:importImport memories from export file or MEMORY.md
/mem0:list-projectsList all projects with stored memories
/mem0:switch-projectOverride auto-detected project scope
/mem0:memory-reviewerAudit memory quality — duplicates, contradictions, stale
/mem0:context-loaderPre-load relevant memories for current task

What's included

ComponentClaude Code / CoworkCursor (Marketplace)Cursor (Deeplink/Manual)Codex (Sideload)Codex (Direct MCP)OpenCode (Full)OpenCode (MCP)Antigravity
MCP ServerYesYesYesYesYesYesYesYes
Lifecycle HooksYesYesNoOpt-inNoYesNoYes
Mem0 SDK SkillYesYesNoYesNoYesNoYes
  • MCP Server — Connects to the Mem0 remote MCP server (mcp.mem0.ai), providing tools to add, search, update, and delete memories. No local dependencies required.
  • Lifecycle Hooks — Automatic memory capture at key points. Claude Code, Cursor, OpenCode, and Antigravity wire hooks natively when the full plugin is installed. Codex hooks are opt-in via a one-time installer (scripts/install_codex_hooks.py).
  • Mem0 SDK Skill — Guides the AI on how to integrate the Mem0 SDK (Python & TypeScript) into your applications.

Updating the plugin

When the plugin updates (new version pulled from the marketplace, or a fresh local install), the MCP server connection in your existing session is left holding a stale handle and stops responding. Restart your client to reconnect:

  • Claude Code: run /restart in the prompt, or close and reopen the CLI.
  • Cursor: quit and relaunch.
  • Codex: restart the editor session.
  • OpenCode: restart the session.
  • Antigravity: restart the session.

Your MEM0_API_KEY doesn't need to be re-entered — the auth header is re-read from your environment on the new session. The plugin's MCP config uses ${MEM0_API_KEY} interpolation at session start, not at install time, so as long as the env var is set persistently (in your shell profile or ~/.claude/settings.json env block), reconnection is automatic on restart.

If reconnection still fails after a restart, check that MEM0_API_KEY is reachable in the new shell (echo $MEM0_API_KEY) and confirm you're using a key that starts with m0- (from https://app.mem0.ai/dashboard/api-keys, not a legacy token).

Coding-tuned categories (automatic)

mem0 auto-tags every memory with one or more categories from a project-level list. The default list is consumer-oriented (food, hobbies, music …) — useful for chat assistants, less so for code. The plugin installs a coding-focused taxonomy automatically in the background on session start — no prompt, no manual step. New memories then auto-tag against 17 development-oriented categories: architecture_decisions, anti_patterns, task_learnings, tooling_setup, bug_fixes, coding_conventions, user_preferences, dependency_decisions, performance_findings, security_constraints, testing_patterns, data_model, api_contracts, deployment_runbook, team_norms, domain_glossary, experiment_results.

The background setup is idempotent and runs once per account (cached in ~/.mem0/categories_setup.json); it re-applies only if the taxonomy itself changes. To preview the taxonomy or force a refresh manually:

bash
# Dry-run -- prints current vs proposed, no changes:
python mem0-plugin/scripts/setup_coding_categories.py

# Write explicitly:
python mem0-plugin/scripts/setup_coding_categories.py --apply

Requires the mem0ai Python SDK (pip install mem0ai) and MEM0_API_KEY set. project.update(custom_categories=[...]) always replaces the full list.

MCP Tools

Once installed, the following tools are available:

ToolDescription
add_memorySave text or conversation history for a user/agent
search_memoriesSemantic search across memories with filters
get_memoriesList memories with filters and pagination
get_memoryRetrieve a specific memory by ID
update_memoryOverwrite a memory's text by ID
delete_memoryDelete a single memory by ID
delete_all_memoriesBulk delete all memories in scope
delete_entitiesDelete a user/agent/app/run entity and its memories
list_entitiesList users/agents/apps/runs stored in Mem0

License

Apache-2.0