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Best MemMA Alternatives

53 dev tools you can use instead of MemMA. Ranked by popularity, tag overlap, and live GitHub signals.

memorymulti-agentframeworkopen-sourceautonomousrag
M

MemMA

Reference

Multi-agent memory framework with self-evolution for LLM agents

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Top Alternatives to MemMA

a

ai-agents-for-beginners

Microsoft's free 12-lesson curriculum for learning to build AI agents from scratch

OSSFree
Microsoft
5 shared tags
E

ElephantBroker

Knowledge-grounded cognitive runtime for trustworthy AI agents with verifiable memory

OSSFree
Cognee
4 shared tags
L

LH-Bench

Evaluation framework for measuring long-horizon agent workflows on enterprise tasks

OSSFree
Research Project
4 shared tags
S

SpecOps

Automated testing framework for GUI-based AI agents in real-world environments

OSSFree
Research
4 shared tags
T

TA-Mem

Tool-augmented memory system enabling dynamic retrieval for long-term conversational AI

OSSFree
Research (Mengwei Yuan et al.)
4 shared tags
T

TopoChunker

Topology-aware document chunking that preserves hierarchical structure for better RAG retrieval

OSSFree
Independent Researcher
4 shared tags
A

AegisUI

Semantic security layer detecting malicious UI behaviors in AI agent systems beyond schema validation

OSSFree
Research Team (Uddin & Hajira)
3 shared tags
A

Agent Audit

Security analysis system for LLM agent applications and MCP configurations

OSSFree
Research Project
3 shared tags
A

AgentDS

Benchmark framework measuring AI agent performance vs human experts on data science tasks

unknownFree
Research Team
3 shared tags
A

Agent Identity Protocol (AIP)

Cryptographic identity protocol for verifiable agent delegation and provenance tracking

OSSFree
Independent Research
3 shared tags
A

Agent Lifecycle Toolkit (ALTK)

Standardized middleware for production-ready AI agents with built-in failure handling

OSSFree
Multiple Authors
3 shared tags
S

Scrapling

Adaptive web scraping framework with MCP integration and stealth capabilities

OSSFree
D4Vinci
3 shared tags

Compare directly

MemMA vs ai-agents-for-beginnersMemMA vs ElephantBrokerMemMA vs LH-BenchMemMA vs SpecOps