claude-context vs cocoindex-code
claude-context is much bigger: 12.5k stars against 2.7k. Over the days we have tracked them claude-context moved +6% and cocoindex-code +49.3%, so cocoindex-code is growing faster right now.
cocoindex-code leads on privacy and setup ease. claude-context does not take any axis by a clear margin.
Stars and commit dates come from our own daily tracking. The six axes are read off each project's documentation by our review pipeline, so they describe what a project says about itself, not what we measured in its code.
Where they stand today
An MCP plugin that gives Claude Code whole-repo semantic code search via hybrid BM25 + dense vector retrieval backed by Milvus, reducing tokens compared with loading large directories into the model.
- Stars
- 12.5k
- Tracked growth
- +6%
- Maturity
- ●●●●●
- Last commit
- 52d ago
- Language
- TypeScript
- License
- MIT
- Cost to run
- Requires OpenAI and Zilliz Cloud (Milvus) API keys.
AST-based semantic search that is extremely lightweight, agent-friendly (skill/MCP plugin), and can run fully locally with offline embeddings.
- Stars
- 2.7k
- Tracked growth
- +49.3%
- Maturity
- ●●●●●
- Last commit
- 3d ago
- Language
- Python
- License
- Apache-2.0
- Cost to run
- Local embeddings free with the 'full' variant; slim/latest uses cloud embeddings and your API key.
Six axes, head to head
Each axis runs 0 to 5. The label under a score is what that project's own docs claim, not a category average.
| Axis | claude-context | cocoindex-code |
|---|---|---|
Context depth How much of your codebase it sees before it answers: the open diff, the diff plus related files, or the whole repository. | ●●●●● Whole-repo retrieval | ●●●●● Whole-repo analysis |
Noise control How it keeps output volume down — severity thresholds, deduplication, incremental runs over new commits only. | ●●●●● Hybrid search + filters | ●●●●● Path/lang filters |
Customization How far it bends to your team: custom rules, prompts, style guides, per-path config. | ●●●●● Configurable rules | ●●●●● Config file options |
Privacy Whether your code stays on your own infrastructure: fully local, self-hostable, or cloud API only. | ●●●●● Cloud APIs (your keys) | ●●●●● Fully local run |
Model freedom Whether you can point it at any provider, or it is wired to one. | ●●●●● Bring-your-own-key | ●●●●● BYO key / local |
Setup ease What it takes to get a first useful run out of it. | ●●●●● API key + config | ●●●●● One‑minute setup |
Which one to pick
Pick claude-context if…
Cost-effective — provides whole-repo semantic retrieval (hybrid BM25 + dense embeddings) as an MCP server to give deep context to Claude Code while lowering token usage.
Pick cocoindex-code if…
Easy setup — install in ~1 minute with zero config and optional local embeddings for offline/private use.
- Privacy: Fully local run (5/5 against 3/5)
- Setup ease: One‑minute setup (5/5 against 3/5)
What people want from each one
zilliztech/claude-context
cocoindex-io/cocoindex-code
Hacker News: Show HN: CocoIndex-Code open source embedded AST-based code MCP drew 2 points and 1 comments.
Questions people ask
Is claude-context better than cocoindex-code?
cocoindex-code leads on privacy and setup ease. claude-context does not take any axis by a clear margin. claude-context is worth picking when cost-effective — provides whole-repo semantic retrieval (hybrid BM25 + dense embeddings) as an MCP server to give deep context to Claude Code while lowering token usage.
Which of claude-context and cocoindex-code keeps my code private?
claude-context: Cloud APIs (your keys) (3/5). cocoindex-code: Fully local run (5/5).
What does each one cost to run?
claude-context: Requires OpenAI and Zilliz Cloud (Milvus) API keys.. cocoindex-code: Local embeddings free with the 'full' variant; slim/latest uses cloud embeddings and your API key..
Full profiles: zilliztech/claude-context and cocoindex-io/cocoindex-code. Everything else in Codebase context.