Comparison

Claude Context (Zilliz) vs CodeGraph

A like-for-like, spec-level comparison. Both entries are verified against their docs and repo.

Claude Context (Zilliz)

Semantic code-search MCP over your entire codebase.

+ Vector semantic search across large codebases
+ Drops relevant code straight into agent context
− Embedding index must be built and refreshed
− Semantic match, not structural (no call graph)

CodeGraph

Pre-indexed, local code knowledge graph for agents.

+ Local-first pre-indexed graph that auto-syncs on change
+ Works across many coding agents out of the box
− Newer project with a smaller community
− Index must be maintained per repository

Spec	Claude Context (Zilliz)	CodeGraph
Role	Code intelligence	Code intelligence
Tags	code-intelligence	code-intelligence
License	MIT	MIT
Open source	Yes	Yes
Self-hostable	Yes	Yes
MCP support	Yes	Yes
Pricing	free	free
Price	Free	Free
Usage cost	No model cost	No model cost
Models	multi	multi
Languages	typescript	typescript
GitHub stars	12.0k	57.4k
Last activity	2026-06-22	2026-07-04