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Best MemMA Alternatives

95 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
A

AgentBeats

Agent-based evaluation framework where AI judges assess other agents through standardized protocols

OSSFree
Research
4 shared tags
A

AgentLens

Interpretable safety framework for steering coding agent behavior via LLM internal representations

OSSFree
Research Team
4 shared tags
A

Agora Consensus

Multi-agent framework for autonomous bug detection in distributed consensus protocols

OSSFree
Research Team
4 shared tags
D

Decoupled Search Grounding (DSG)

Vendor-agnostic architecture decoupling search retrieval from LLM reasoning for portable agents

OSSFree
Research Collaboration
4 shared tags
E

ElephantBroker

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

OSSFree
Cognee
4 shared tags
H

Hippo Core

Drop-in persistent memory layer for AI agents with vector storage and cross-framework support

OSSFree
Hippo Core
4 shared tags
H

HippoCore

Drop-in persistent memory layer for AI agents with native MCP support

OSSFree
HippoCore
4 shared tags
K

KYA

Framework-agnostic trust and governance layer for autonomous AI systems with verifiable provenance

OSSFree
Research
4 shared tags
L

LH-Bench

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

OSSFree
Research Project
4 shared tags
R

RODS

RL-powered data synthesis for training multi-turn tool-use agents at capability boundaries

OSSFree
Research Team (Fang et al.)
4 shared tags
S

SpecOps

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

OSSFree
Research
4 shared tags

Compare directly

MemMA vs ai-agents-for-beginnersMemMA vs AgentBeatsMemMA vs AgentLensMemMA vs Agora Consensus