Alternatives

Memgraph alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Memgraph

High-performance open-source in-memory graph database for GraphRAG, AI memory, agentic AI, and real-time graph analytics. Cypher-compatible, built in C++.

100
Quality
100
Trust
4.1K
Stars
#1

CGraph

Similarity 130Trust 100Excellent 100

【A common used C++ & Python DAG framework】 一个通用的、无三方依赖的、跨平台的、收录于awesome-cpp的、基于流图的并行计算框架。欢迎star & fork & 交流

2.3K starsMay 10, 2026 pushagent-frameworksC++AI Agents
$ npx skills add ChunelFeng/CGraph
#2

Claude Mem

Similarity 129Trust 100Excellent 100

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

82K starsJun 13, 2026 pushagent-frameworksJavaScriptAI Agents
$ npx skills add thedotmack/claude-mem
#3

Cognee

Similarity 128Trust 100Excellent 100

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

18K starsJun 12, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add topoteretes/cognee
#4

Julep

Similarity 126Trust 100Excellent 99

Deploy serverless AI workflows at scale. Firebase for AI agents

6.6K starsMar 13, 2026 pushagent-frameworksJupyter NotebookAI Agents
$ npx skills add julep-ai/julep
#5

OpenMemory

Similarity 125Trust 100Excellent 100

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

4.2K starsMay 29, 2026 pushagent-frameworksTypeScriptAI Agents
$ npx skills add CaviraOSS/OpenMemory
#6

Hermes Agent

Similarity 121Trust 100Excellent 100

The agent that grows with you

192K starsJun 13, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add NousResearch/hermes-agent
#7

Langchain

Similarity 121Trust 100Excellent 100

The agent engineering platform.

139K starsJun 13, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add langchain-ai/langchain
#8

Firecrawl

Similarity 121Trust 100Excellent 100

The API to search, scrape, and interact with the web at scale. 🔥

132K starsJun 12, 2026 pushagent-frameworksTypeScriptAI Agents
$ npx skills add firecrawl/firecrawl
#9

Ragflow

Similarity 121Trust 100Excellent 100

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

83K starsJun 13, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add infiniflow/ragflow
#10

Daytona

Similarity 121Trust 100Excellent 100

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

72K starsJun 12, 2026 pushagent-frameworksTypeScriptAI Agents
$ npx skills add daytonaio/daytona
#11

Deer Flow

Similarity 121Trust 100Excellent 100

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

71K starsJun 13, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add bytedance/deer-flow
#12

Oh My Openagent

Similarity 121Trust 100Excellent 100

omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode

62K starsJun 12, 2026 pushagent-frameworksTypeScriptAI Agents
$ npx skills add code-yeongyu/oh-my-openagent
#13

Mem0

Similarity 121Trust 100Excellent 100

Universal memory layer for AI Agents

58K starsJun 12, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add mem0ai/mem0
#14

Claude Code Best Practice

Similarity 121Trust 100Excellent 100

from vibe coding to agentic engineering - practice makes claude perfect

58K starsJun 12, 2026 pushagent-frameworksHTMLAI Agents
$ npx skills add shanraisshan/claude-code-best-practice
#15

CrewAI

Similarity 121Trust 100Excellent 100

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

53K starsJun 13, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add crewAIInc/crewAI
#16

Nanobot

Similarity 121Trust 100Excellent 100

Lightweight, open-source AI agent for your tools, chats, and workflows.

44K starsJun 12, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add HKUDS/nanobot

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Memgraph if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.