code-context-engine logo
code-context-engine
★ 436
vs
openreality logo
openreality
★ 429

code-context-engine vs openreality

code-context-engine: Code Context Engine (CCE) indexes your codebase using tree-sitter parsing and vector embeddings, allowing AI coding agents to search for relevant code instead of re-reading entire files. It saves up to 94% input tokens, works across multiple editors (Claude Code, VS Code, Cursor, Gemini CLI, Codex CLI), and runs entirely locally for privacy. With built-in compression, graph expansion, and cross-session memory, CCE reduces costs and speeds up responses.; openreality: Open Reality turns a phone video into a persistent 3D scene that an AI agent can query through 41 MCP tools. It supports measurement, path planning and robot-training exports, and the whole server can be self-hosted on your own GPU or Modal account.

01

TL;DR

code-context-engine logo
code-context-engineCode Assistant · ★ 436

Reduce Claude Code costs by cutting input tokens

openreality logo
openrealityVision / Multimodal · ★ 429

Ask Claude Code how big a room is or what objects are in a scan

02

Side-by-Side Comparison

Field
code-context-engine logocode-context-engine
openreality logoopenreality
Category
Code Assistant
Vision / Multimodal
Stars
★ 436
★ 429
License
MIT
BSD-2-Clause
Install Command
uv tool install "code-context-engine[local]"
claude mcp add openreality -- npx -y openreality-mcp serve
Updated
2mo ago
3d ago
Open Source
Yes
Yes
Tags
ai-coding, claude, claude-code
3d, 3d-reconstruction, claude
03

Features

code-context-engine logocode-context-engine
01Saves up to 94% input tokens via retrieval and compression
02Works across multiple editors with a single index
03Zero cloud, everything runs locally
04Cross-session memory with decision recording and recall
05Live dashboard with token savings tracking
openreality logoopenreality
01Upload a phone video and get a persistent 3D scene a few minutes later
02Distance and angle measurement, reported in metres only after calibration with a real distance
03Path planning through the scanned free space to an object or point
04Exports scans as LeRobot / GR00T style datasets or an Isaac Sim scene (hosted service)
05Offline simulator with fixture data for development without an account or GPU
04

Use Cases

code-context-engine logocode-context-engine
↳Reduce Claude Code costs by cutting input tokens
↳Keep code private with fully local indexing
↳Speed up multi-editor workflows with shared index
openreality logoopenreality
↳Ask Claude Code how big a room is or what objects are in a scan
↳Generate robot-training data from a phone scan of a real space
↳Self-host a video-to-3D reconstruction backend for agents
FAQ

FAQ

What is the difference between code-context-engine and openreality?
Both code-context-engine and openreality are in the Code Assistant category. code-context-engine has 436 stars, while openreality has 429 stars.
Which is better, code-context-engine or openreality?
The best choice depends on your use case. Choose code-context-engine if Reduce Claude Code costs by cutting input tokens, and openreality if Ask Claude Code how big a room is or what objects are in a scan.
Is code-context-engine free or open source?
Yes, code-context-engine is open source on GitHub (MIT).
Is openreality free or open source?
Yes, openreality is open source on GitHub (BSD-2-Clause).
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