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Give git-like & traceable memory to OpenClaw and any coding agents. By https://memov.ai/ aka Entire CLI for every coding agents by MCP. Self-evolution for skills.
From the repo.
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MemoV is a memory layer for AI coding agents that provides traceable, Git-powered version control for prompts, context, and code diffs. It enables VibeGit - automatic versioning of AI coding sessions with branch exploration, rollback capabilities, and zero pollution to the standard .git repository.
| MemoV | Checkpoints |
|---|---|
| Branch exploration | Linear timeline |
| Cross-session | Session-bound |
| Rollback preserves all | Rollback erases history |
| Every jump tracked | No trajectory |

.mem timeline, files as context, zero pollution on .git
Install uv first:
# macOS / Linux
curl -LsSf https://astral.sh/uv/install.sh | sh
# Windows
powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"
# Install Git (if not installed)
winget install --id Git.Git -e --source winget
Run in your project root directory:
claude mcp add mem-mcp --scope project -- uvx --from git+https://github.com/memovai/memov.git mem-mcp-launcher stdio $(pwd)
Run in your project root directory:
codex mcp add mem-mcp -- uvx --from git+https://github.com/memovai/memov.git mem-mcp-launcher stdio $(pwd)
Create .vscode/mcp.json in your project root:
{
"servers": {
"mem-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"git+https://github.com/memovai/memov.git",
"mem-mcp-launcher",
"stdio",
"${workspaceFolder}"
]
}
}
}
Go to Files > Preferences > Cursor Settings > MCP, then add:
{
"mcpServers": {
"mem-mcp": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/memovai/memov.git",
"mem-mcp-launcher",
"stdio",
"${workspaceFolder}"
]
}
}
}
Note: Antigravity does not support
"${workspaceFolder}"variable. Please manually enter the absolute path to your project directory.
Go to Settings > MCP, then add:
{
"mcpServers": {
"mem-mcp": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/memovai/memov.git",
"mem-mcp-launcher",
"stdio",
"/absolute/path/to/your/project"
]
}
}
}
Replace /absolute/path/to/your/project with the actual absolute path to your project directory (e.g., /Users/username/projects/my-project on macOS/Linux or C:\\Users\\username\\projects\\my-project on Windows).
To enable semantic search, validation, and debugging tools, install with [rag] extras:
Claude Code:
claude mcp add mem-mcp --scope project -- uvx --from "git+https://github.com/memovai/memov.git[rag]" mem-mcp-launcher stdio $(pwd)
VS Code / Cursor: Change the --from argument to:
"git+https://github.com/memovai/memov.git[rag]"
Add a Rule — To automatically save snapshots after each interaction, add a rule to your coding agents:
CLAUDE.mdExample rule:
After completing any interaction, always call `use mem snap` to save the snapshot.
Just say "use mem ui" in the chat — opens at http://localhost:38888 with timeline view, branch filtering, diff viewer, and jump to any snapshot.
If you want to use the mem CLI tool directly (for manual tracking, history viewing, etc.):
curl -fsSL https://raw.githubusercontent.com/memovai/memov/main/install.sh | bash
Or with wget:
wget -qO- https://raw.githubusercontent.com/memovai/memov/main/install.sh | bash
brew tap memovai/mem
brew install memov
echo "deb [trusted=yes] https://memovai.github.io/memov/apt stable main" | sudo tee /etc/apt/sources.list.d/mem.list
sudo apt update
sudo apt install mem
sudo curl -o /etc/yum.repos.d/mem.repo https://memovai.github.io/memov/yum/mem.repo
sudo dnf install mem
Download the latest release for your platform:
| Platform | Download |
|---|---|
| Linux x86_64 | mem-linux-x86_64.tar.gz |
| macOS Intel | mem-macos-x86_64.tar.gz |
| macOS Apple Silicon | mem-macos-arm64.tar.gz |
| Windows x86_64 | mem-windows-x86_64.exe.zip |
Linux / macOS:
curl -LO https://github.com/memovai/memov/releases/latest/download/mem-linux-x86_64.tar.gz
tar -xzf mem-linux-x86_64.tar.gz
sudo mv mem-linux-x86_64 /usr/local/bin/mem
mem --help
Windows (PowerShell):
Invoke-WebRequest -Uri "https://github.com/memovai/memov/releases/latest/download/mem-windows-x86_64.exe.zip" -OutFile "mem.zip"
Expand-Archive -Path "mem.zip" -DestinationPath "."
New-Item -ItemType Directory -Force -Path "$env:ProgramFiles\mem"
Move-Item -Path "mem-windows-x86_64.exe" -Destination "$env:ProgramFiles\mem\mem.exe"
[Environment]::SetEnvironmentVariable("Path", $env:Path + ";$env:ProgramFiles\mem", "Machine")
mem --help
Requires Python 3.10+ and uv:
git clone https://github.com/memovai/memov.git
cd memov
uv sync
uv pip install -e .
mem --help
Please see docs/installation_for_dev.md for detailed installation instructions.
MemoV follows a three-tier architecture with MemovManager as the central orchestrator, the MCP Server as an adapter layer for AI agents, and an optional RAG system for semantic search.

snap(user_prompt: str, original_response: str, agent_plan: list[str], files_changed: str)
mem_ui(port: int = 38888)
http://localhost:38888 to visually browse history, view diffs, and jump to any snapshot.mem_history(limit: int = 20, commit_hash: str = "")
mem_jump(commit_hash: str)
[rag] extras)These tools are only available when installed with [rag] extras.
mem_sync()
validate_commit(commit_hash: str, detailed: bool = True)
validate_recent(n: int = 5)
vibe_debug(query: str, error_message: str = "", stack_trace: str = "", user_logs: str = "", models: str = "", n_results: int = 5)
vibe_search(query: str, n_results: int = 5, content_type: str = "")
GET /health
MIT License. See LICENSE.
Replace {MCP_ENDPOINT_URL} with this MCP’s endpoint URL (from its repo or docs above). No API key — you connect directly.
Tool
OS
Config file: ~/.cursor/mcp.json
{
"mcpServers": {
"mcp-server": {
"url": "{MCP_ENDPOINT_URL}"
}
}
}Paste into mcpServers in the config file. Restart Cursor after saving.
If this MCP is also published on mcpchannel.ai, you can subscribe from Browse and use the gateway config there instead.