ByteRover CLI

Overview

ByteRover CLI (brv) gives AI coding agents persistent, structured memory. It lets developers curate project knowledge into a context tree, sync it to the cloud, and share it across tools and teammates.

Run brv in any project directory to start an interactive REPL powered by your choice of LLM. The agent understands your codebase through an agentic map, can read and write files, execute code, and store knowledge for future sessions.

📄 Read the paper for the full technical details.

Or download our self-hosted PDF version of the paper here.

Key Features:

• 🌐 Web dashboard for curating and querying context (brv webui)
• 🖥️ Interactive TUI with REPL interface (React/Ink)
• 🧠 Context tree and knowledge storage management
• 🔀 Git-like version control for the context tree (branch, commit, merge, push/pull)
• 🤖 20 LLM providers (Anthropic, OpenAI, Google, Groq, Mistral, xAI, DeepSeek, and more)
• 🛠️ 24 built-in agent tools (code exec, file ops, knowledge search, memory management)
• 🔄 Cloud sync with push/pull
• 👀 Review workflow for curate operations (approve/reject pending changes)
• 🔌 MCP (Model Context Protocol) integration
• 📦 Hub and connectors ecosystem for skills and bundles
• 🤝 Works with 22+ AI coding agents (Cursor, Claude Code, Windsurf, Cline, and more)
• 🏢 Enterprise proxy support

Benchmark Results

All benchmarks are run using the production byterover-cli codebase in this repository - no separate research prototype.

We evaluate on two long-term conversational memory benchmarks:

• LoCoMo - ultra-long conversations (~20K tokens, 35 sessions) testing single-hop, multi-hop, temporal, and open-domain retrieval.
• LongMemEval-S - large-scale benchmark (23,867 docs, ~48 sessions per question) testing 6 memory abilities including knowledge update, temporal reasoning, and multi-session synthesis.

LoCoMo - 96.1% overall accuracy (1,982 questions, 272 docs).

LongMemEval-S - 92.8% overall accuracy (500 questions, 23,867 docs).

All metrics are LLM-as-Judge accuracy (%). See the paper, or self-hosted PDF for full details.

Quick Start

Shell Script (macOS & Linux)

No Node.js required - everything is bundled.

curl -fsSL https://byterover.dev/install.sh | sh

Supported platforms: macOS ARM64, macOS x64 (Intel), Linux x64, Linux ARM64.

npm (All Platforms)

Requires Node.js >= 20.

npm install -g byterover-cli

Verify

brv --version

First Run

cd your/project
brv

The REPL auto-configures on first run - no setup needed. Type / to discover all available commands:

/curate "Auth uses JWT with 24h expiry" @src/middleware/auth.ts
/query How is authentication implemented?

ByteRover Cloud

ByteRover Cloud is a hosted platform for teams to sync, share, and manage context knowledge across projects and machines. Everything works locally by default - Cloud adds collaboration and persistence without changing your workflow.

Sign in from the dashboard, or run brv login with an API key.

• 🔄 Team context sync — push and pull shared knowledge across teammates
• 📂 Shared spaces — organize context across multiple projects and teams
• 💻 Multi-machine access — sync your context tree across devices with cloud backup
• 💻 Multi-machine access — sync your context tree across devices
• 🧠 Built-in hosted LLM — start immediately with limited free usage
• 👥 Team management — manage members, spaces, and permissions via the web app
• 📊 Usage analytics — track seat allocation and monthly credit consumption
• 🔒 SOC 2 Type II certified infrastructure with privacy mode

Most users only need brv webui. The commands below are for advanced users and automation. Run brv --help for the full, up-to-date reference.

Core Workflow

brv                  # Start interactive REPL
brv webui            # Open the ByteRover dashboard (primary UI)
brv status           # Show project and daemon status
brv curate           # Add context to knowledge storage
brv curate view      # View curate history
brv query            # Query context tree and knowledge
brv review pending   # List pending review operations
brv review approve   # Approve curate operations
brv review reject    # Reject curate operations

Sync (Legacy)

brv push             # Legacy — migrate or snapshot context to cloud
brv pull             # Legacy — restore context from cloud snapshot

Use brv vc push / brv vc pull for version-controlled sync going forward.

Version Control

brv vc init              # Initialize version control for context tree
brv vc status            # Show version control status
brv vc add               # Stage files for the next commit
brv vc commit            # Save staged changes as a commit
brv vc log               # Show commit history
brv vc branch            # List, create, or delete branches
brv vc checkout          # Switch branches
brv vc merge             # Merge a branch into the current branch
brv vc clone             # Clone a ByteRover space repository
brv vc push              # Push commits to ByteRover cloud
brv vc pull              # Pull commits from ByteRover cloud
brv vc fetch             # Fetch refs from ByteRover cloud
brv vc remote            # Show current remote origin
brv vc remote add        # Add a named remote
brv vc remote set-url    # Update a remote URL
brv vc config            # Get or set commit author
brv vc reset             # Unstage files or undo commits

This is the beginning of the README. Read the rest at the original. Read the full README ↗