Best Alternatives to m3-memory
RAG / Knowledge Base·★ 11·Apache-2.0
Local-first Agentic Memory Layer Framework for MCP Agents and Multiple Computers • Over 60 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
#agentic-memory#ai-agents#ai-memory#aider#claude-code#gdpr#gemini#gemini-cli
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Best Alternatives to m3-memory
ToolDescriptionStarsLicenseUpdated
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mindsdb
mindsdbFederated Query Engine for AI - The only MCP Server you'll ever need
★ 39.2k
NOASSERTION
2d ago
Details →02
Brave Search MCP
Brave Search MCPAllow your AI Agent to search the real-time internet using Brave Search API. Essential for getting up-to-date information.
★ 86.5k
MIT
2d ago
Details →03
TrendRadar
TrendRadar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
★ 58.6k
GPL-3.0
3d ago
Details →04
1Panel
1Panel🔥 1Panel provides an intuitive web interface and MCP Server to manage websites, files, containers, databases, and LLMs on a Linux server.
★ 35.7k
GPL
1d ago
Details →05
agents-towards-production
agents-towards-production This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.
★ 20.5k
NOASSERTION
1w ago
Details →06
Pydantic AI
Pydantic AIGenAI Agent Framework, the Pydantic way. A Python agent framework designed for production with type safety at its core.
★ 17.4k
MIT
1d ago
Details →07
pal-mcp-server
pal-mcp-serverThe power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
★ 11.6k
APACHE
5mo ago
Details →
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Side-by-Side Comparison
| Field | m3-memory | mindsdb | Brave Search MCP | TrendRadar |
|---|---|---|---|---|
| Category | RAG / Knowledge Base | RAG / Knowledge Base | RAG / Knowledge Base | RAG / Knowledge Base |
| Stars | ★ 11 | ★ 39.2k | ★ 86.5k | ★ 58.6k |
| License | Apache-2.0 | NOASSERTION | MIT | GPL-3.0 |
| Updated | 1d ago | 2d ago | 2d ago | 3d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare m3-memory With Others
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FAQ
What is m3-memory?
M3 Memory provides persistent, local memory for MCP agents using SQLite, hybrid retrieval, and optional cross-device sync. It stores facts, decisions, and preferences across sessions, with contradiction handling and knowledge graph features. It works offline and integrates with Claude Code, Gemini CLI, and other MCP-compatible agents.
What is the best alternative to m3-memory?
mindsdb is the top-rated alternative to m3-memory in the RAG / Knowledge Base category.
Is there a free alternative to m3-memory?
mindsdb is a free, open-source alternative.
Is m3-memory open source?
Yes, m3-memory is open source on GitHub, licensed under Apache-2.0.