Memory Search Mcp

io.github.CSOAI-ORG由 GitHub 账号 CSOAI-ORG 发布v1.0.9更新于 Oct 24, 2026

Memory Search MCP Server by MEOK AI Labs

发布方自己的服务:Memory.fit

已验证STDIO仅桌面知识与记忆

概览

AI 生成的概览

本地 MCP 服务器,为助手提供带语义搜索、情节记忆、时间链和知识库的持久记忆存储。

可以做什么
  • 记录记忆与情节,供之后回忆
  • 按语义搜索已存储的记忆
  • 向知识库添加条目
  • 维护时间链并随时间整合记忆
适用场景
适合希望助手跨会话记住信息、并能按语义而非精确关键词检索的场景,例如个人或项目知识库。
运行要求
以本地 stdio 进程在用户机器上运行,仅限桌面端,不可在网页中执行。通过 pip 从 PyPI 安装 memory-search-mcp,或用 uvx 运行;需要 Python。未声明任何认证、环境变量或请求头。
安装前请注意
README 宣传色彩很浓,包含付费套餐、Stripe 购买链接、治理套件和更大的商业产品目录,应把这些视为营销内容而非功能。服务器会保存你记录的内容,请勿写入密钥或敏感个人数据。未声明任何凭据。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Memory Search Mcp,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

[MCP Scorecard: 86/100]

Memory Search MCP

[MEOK AI Labs] [GSPC] [License] [PyPI]

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowle...

Persistent AI memory system with semantic search, care-weighted episodes, temporal chains, knowledge base, and memory consolidation.


Quick Install

ClientInstall
Claude Desktop[Install in Claude]
Cursor[Install in Cursor]
VS Code[Install in VS Code]
Windsurf[Install in Windsurf]
Dockerdocker run -p 8000:8000 memory-search-mcp
pippip install memory-search-mcp

Overview

🚀 Quick Start

bash
# Install via pippip install memory_search_mcp
# Or install via Smitherynpx -y @smithery/cli@latest install memory-search-mcp --client claude

✨ Features

  • MCP protocol compliant
  • Easy installation
  • Well-documented API
  • Production-ready
  • Active maintenance

📖 Documentation

🛡️ Compliance

This MCP server is built with EU AI Act compliance built-in:

  • ✅ Article 9 — Risk Management System
  • ✅ Article 13 — Transparency & Instructions for Use
  • ✅ Article 15 — Bias Detection & Testing
  • ✅ Article 26 — FRIA Support (where applicable)
  • ✅ Article 50 — AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic →

🏢 Enterprise

Need custom development, SLA guarantees, or white-label deployment?

  • Pro: $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo — Custom dev + SLA + Dedicated support

View Pricing → | Contact Sales →

🤝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

📜 License

MIT © CSOAI-ORG


Built with 💜 by MEOK AI Labs · UK Companies House 16939677

MIT © [MEOK AI Labs](https://meok.ai)

Pairs with MEOK Governance Suite

Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.

bash
# One-shot install of the governance packnpx meok-setup --pack governance

Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai

💸 Try MEOK in 30 seconds — instant buy ladder

TierPriceWhat you getStripe
Smoke test£1Signed sample MCP-Hardening report + Article 50 PDFhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.

Configuration

Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:

json
{  "mcpServers": {    "memory-search-mcp": {      "command": "uvx",      "args": ["memory-search-mcp"]    }  }}

Or: pip install memory-search-mcp then run the memory-search-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use record_memory to …"
  • "Use search_memory to …"
  • "Use add_knowledge to …"

来源:README.md,提交 582f0e0

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v1.0.9最新Sep 16, 2026

评分

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