Acontext logo
Acontext
★ 3.7k
vs
memtrace-public logo
memtrace-public
★ 504

Acontext vs memtrace-public

Acontext: Acontext is a Context Data Platform designed to help build scalable cloud-native AI agents by managing context storage, retrieval, and state. It solves common problems like inefficient LLM message storage, complex long-running agent management, and lack of agent observability and learning capabilities.; 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

Acontext logo
AcontextMemory & Context · ★ 3.7k

Building scalable and robust cloud-native AI agents for large user bases.

memtrace-public logo
memtrace-publicMemory & Context · ★ 504

Codebase exploration and understanding

02

Side-by-Side Comparison

Field
Acontext logoAcontext
memtrace-public logomemtrace-public
Category
Memory & Context
Memory & Context
Stars
★ 3.7k
★ 504
License
Apache-2.0
NOASSERTION
Install Command
pip install acontext
npm install -g memtrace && memtrace start
Updated
3mo ago
1d ago
Open Source
Yes
Yes
Tags
AI Agents, Context Management, Data Platform
ai-agents, code-intelligence, code-search
03

Features

Acontext logoAcontext
01Unified multi-modal message storage
02Artifact management with file paths
03Context window editing API
04Real-time agent task observation
05Agent self-learning for Standard Operating Procedures (SOPs)
memtrace-public logomemtrace-public
01AST-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

Acontext logoAcontext
↳Building scalable and robust cloud-native AI agents for large user bases.
↳Managing and observing long-running, stateful AI agents with built-in context engineering.
↳Enabling AI agents to self-learn and adapt, improving consistency and success rates.
memtrace-public logomemtrace-public
↳Codebase exploration and understanding
↳Change impact and refactoring analysis
↳Incident investigation and root cause analysis
05

Best For

Acontext logoAcontext
Essential
memtrace-public logomemtrace-public
Trending
FAQ

FAQ

What is the difference between Acontext and memtrace-public?
Both Acontext and memtrace-public are in the Memory & Context category. Acontext has 3.7k stars, while memtrace-public has 504 stars.
Which is better, Acontext or memtrace-public?
The best choice depends on your use case. Choose Acontext if Building scalable and robust cloud-native AI agents for large user bases., and memtrace-public if Codebase exploration and understanding.
Is Acontext free or open source?
Yes, Acontext is open source on GitHub (Apache-2.0).
Is memtrace-public free or open source?
Yes, memtrace-public is open source on GitHub (NOASSERTION).
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