chunkhound
★ 1.3k
vs
memtrace-public
★ 173
chunkhound vs memtrace-public
chunkhound: Your AI assistant searches code but doesn't understand it. ChunkHound researches your codebase—extracting architecture, patterns, and institutional knowledge at any scale.; memtrace-public: Memtrace is a persistent memory layer for coding agents. It builds a bi-temporal, episodic, structural knowledge graph from your codebase's AST, enabling agents to remember and reason about code structure, evolution, and dependencies. It runs entirely locally, indexing code in seconds and providing sub-millisecond query latency.
01
TL;DR
Choose chunkhound if…Managing large monorepos with complex cross-team dependencies.
Choose memtrace-public if…Codebase exploration and understanding
02
Side-by-Side Comparison
03
Features
chunkhound01Semantic code chunking via cAST Algorithm for deep understanding.
02Multi-hop semantic search discovers interconnected code relationships.
03Local-first operation ensures your code stays on your machine for privacy.
04Supports structured parsing for over 30 programming and configuration languages.
05Real-time indexing with automatic file watching and smart diffs.
memtrace-public01AST-based structural knowledge graph
02Bi-temporal version history with 6 scoring modes
03Cross-service HTTP API topology
04Hybrid search (BM25 + vector embeddings + RRF)
0525+ MCP tools and 12 agent skills
04
Use Cases
chunkhound↳Managing large monorepos with complex cross-team dependencies.
↳Analyzing security-sensitive codebases in a local-only environment.
↳Projects requiring consistent search across multiple programming languages.
↳Development in offline or air-gapped environments.
memtrace-public↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05
Best For
chunkhoundCode AssistantRAG / Knowledge Base
memtrace-publicTrendingMemory & ContextObservability
FAQ
FAQ
What is the difference between chunkhound and memtrace-public?
Both chunkhound and memtrace-public are in the RAG / Knowledge Base category. chunkhound has 1.3k stars, while memtrace-public has 173 stars.
Which is better, chunkhound or memtrace-public?
The best choice depends on your use case. Choose chunkhound if Managing large monorepos with complex cross-team dependencies., and memtrace-public if Codebase exploration and understanding.
Is chunkhound free or open source?
Yes, chunkhound is open source on GitHub (MIT).
Is memtrace-public free or open source?
Yes, memtrace-public is open source on GitHub (NOASSERTION).
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