Decision Workspace
agentic-memory vs llm-agent-runtime vs agentic-memory-mcp
Side-by-side comparison of Rust crates
53
agentic-memory
experimentalv0.4.2
Binary graph-based memory system for AI agents
58
llm-agent-runtime
experimentalv1.74.0
Unified Tokio agent runtime -- orchestration, memory, knowledge graph, and ReAct loop in one crate
51
agentic-memory-mcp
experimentalv0.4.2
MCP server for AgenticMemory - universal LLM access to persistent graph memory
Core Metrics
| agentic-memory | llm-agent-runtime | agentic-memory-mcp | |
|---|---|---|---|
| Health Score | 53 | 58 | 51 |
| Total Downloads | 465 | 58 | 277 |
| 30d Downloads | 176 | 58 | 60 |
| Dependents | 26 | 0 | 5 |
| Releases | 16 | 5 | 15 |
| Last Updated | 28d ago | 7d ago | 28d ago |
| Age | 1m | 9d | 1m |
Health Breakdown
agentic-memory
Maintenance
17
Quality
13
Community
10
Popularity
3
Documentation
10
llm-agent-runtime
Maintenance
19
Quality
16
Community
6
Popularity
2
Documentation
15
agentic-memory-mcp
Maintenance
17
Quality
13
Community
8
Popularity
3
Documentation
10
Technical Details
| agentic-memory | llm-agent-runtime | agentic-memory-mcp | |
|---|---|---|---|
| Version | 0.4.2 | 1.74.0 | 0.4.2 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT | MIT | MIT |
| Dependencies | 24 | 16 | 17 |
| Crate Size | 191KB | 355KB | 145KB |
| Features | 6 | 11 | 5 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.85 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •llm-agent-runtime leads with a health score of 58/100, but none of the options score above 80.
- •agentic-memory has the most downloads (465), suggesting wider adoption.
- •agentic-memory, agentic-memory-mcp are pre-1.0 — API may change.