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Python
🗄️ Database
Updated 4d ago
🧠 CogniVault - Lightweight AI Agent Semantic Memory Engine | 轻量级AI Agent语义记忆引擎 - Zero Dependencies, TF-IDF+BM25 Hybrid Search, Memory Lifecycle, Knowledge Graph, MCP Server
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Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Add to claude_desktop_config.json:
{
"mcpServers": {
"cognivault": {
"command": "uvx",
"args": [
"cognivault"
]
}
}
}
Run in terminal:
claude mcp add cognivault uvx cognivault
Add to .cursor/mcp.json:
{
"mcpServers": {
"cognivault": {
"command": "uvx",
"args": [
"cognivault"
]
}
}
}
Or install with pip: pip install cognivault
README Excerpt
<p align="center"> <a href="#简体中文">简体中文</a> | <a href="#繁體中文">繁體中文</a> | <a href="#english">English</a> </p> --- <h1 id="简体中文">🧠 CogniVault</h1> <p align="center"> <strong>轻量级 AI Agent 语义记忆引擎</strong><br/> 为 AI Agent 提供持久化语义记忆能力 —— 纯 Python 实现，零外部依赖 </p> <p align="center"> <a href="https://github.com/gitstq/CogniVault"><img src="https://img.shields.io/badge/GitHub-CogniVault-blue?logo=github" alt="GitHub"/></a>
Topics
ai-agentbm25cliknowledge-graphlifecycle-managementmcp-servermemory-enginepythonsemantic-searchsqlitetfidfzero-dependencies