Code Review Graph vs nodeterm: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Code Review Graph and nodeterm — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
C
Code Review Graph
tirth8205
Code Review Graph is a local-first code intelligence graph for MCP and CLI that cuts AI coding tool context by mapping only what matters.
Key features
- Persistent Repo Graph: Builds and maintains a graph of the codebase's symbols, references, and structure so lookups are instant on subsequent runs.
- MCP Server Integration: Exposes the graph as an MCP server so Claude Code, Cursor, and other MCP-compatible agents can query it directly.
- CLI Access: A first-class command-line interface lets developers query the graph without an agent in the loop.
- Task-Scoped Context Slices: Instead of loading whole files, returns only the pieces of code an AI tool needs — with benchmarked context reductions.
- Local-First Privacy: All indexing and serving runs on the developer's machine, so source code never leaves the environment.
- PyPI Distribution: Installs with a single `pip install code-review-graph` and works on any Python 3.10+ setup.
Best for
- Cheaper AI Code Reviews: Feed only the relevant slices of a change to a review agent so token spend on large PRs stays low.
- Large Monorepo Workflows: Give coding agents targeted context in repos too big to fit into any model's window.
- MCP-Compatible Agent Enhancement: Plug into Claude Code or Cursor as an MCP server to add repo-aware retrieval.
- Local Refactor Planning: Use the CLI to explore dependencies and impact before making cross-cutting changes.
- Air-Gapped Codebases: Keep proprietary source local while still using AI tools that consume the graph rather than raw files.
- Onboarding Assistance: Help new engineers navigate a large codebase by querying the graph for related symbols and callers.
nodeterm
Enes Kırca
A node-based terminal manager that puts real terminals and coding agents as draggable nodes on an infinite canvas, with tmux-backed persistent sessions.
Key features
- Everything Is a Node: Right-click the infinite canvas to open a terminal, an AI agent, a sticky note, a Monaco editor, a diff view or a web/video node, then arrange them spatially like a map instead of stacking tabs.
- Persistent tmux Sessions: Every node runs in its own tmux session, so quitting the app or restarting the machine restores each terminal and agent exactly where it left off.
- Hook-Driven Agent Status: Pulsing RUNNING and NEEDS YOU badges come from agent hooks rather than output scraping, with subagent cards showing live transcripts, a per-node context meter, OS notifications and MacBook notch presence.
- In-Node Permission Prompts: Click the notification when an agent blocks, answer the permission prompt directly in the node, and get told the moment the turn completes.
- Kanban View of Live Sessions: Toggle any project between canvas and a Trello-style board with a keyboard shortcut; cards are the running sessions and open into the real terminal with members, due dates, priority and comments.
- Wired Agent Context: Draw an edge between two agent nodes so each can read the other's context on demand, and branch a conversation into a fresh node without losing the original thread.
- Three Surfaces, One Session: Run nodeterm as a macOS/Linux desktop app, as a self-hosted browser app via Server Edition, or from an iOS companion paired by QR code that continues the same live session end-to-end encrypted.
- On-Device Voice Input: Hold a keyboard shortcut to dictate to a terminal using on-device Whisper, review the transcription and send it, with audio never leaving the machine.
Best for
- Parallel Agent Supervision: Run Claude, Codex and Gemini side by side as canvas nodes and see at a glance which one is working and which one is waiting on you.
- Long-Running Session Recovery: Keep multi-hour agent runs and build shells alive across app restarts and machine reboots without rebuilding your terminal layout.
- Multi-Project Context Switching: Give each project its own canvas of grouped terminals, notes and diffs so switching projects restores the whole mental model rather than a tab bar.
- Agent Work Tracking: Manage in-flight agent tasks on a kanban board where each card is a real running session, moving work across columns without interrupting it.
- Remote Development Access: Self-host Server Edition and reach the same live sessions from a browser or the iOS companion when away from the main machine.
- Context Handoff Between Agents: Wire one agent node into another so a research agent's findings feed an implementation agent without copy-pasting transcripts.