Rag Knowledge Graph Mcp

io.github.CSOAI-ORG由 GitHub 账号 CSOAI-ORG 发布v1.0.8更新于 Nov 5, 2026

Rag Knowledge Graph MCP Server by MEOK AI Labs

已验证STDIO仅桌面数据库知识与记忆

概览

AI 生成的概览

本地 MCP 服务器,提供向量嵌入与知识图谱遍历相结合的混合检索,让助手索引文档并带引用地查询。

可以做什么
  • 将文档索引进检索库以便后续搜索
  • 执行融合向量相似度与图谱遍历的混合 RAG 查询
  • 添加图谱边以连接实体与概念
  • 返回带引用的答案,指回原始资料
适用场景
适合希望助手基于自有文档回答问题、同时结合语义搜索与关系图谱查询,并能标注引用来源的场景。
运行要求
以本地进程通过 stdio 运行,从 PyPI 包 rag_knowledge_graph_mcp 安装(pip install,或用 uvx 运行)。未声明认证、环境变量或请求头。
安装前请注意
README 大量内容是付费套餐、治理包和 Stripe 结账链接的营销,并声称具备欧盟 AI 法案合规能力却未说明实现方式,应谨慎看待。工具清单未公布,索引与查询的具体行为无法核实。所索引的文档由该服务器在本地存储和处理。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Rag Knowledge Graph 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: 74/100]

Rag Knowledge Graph MCP

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

RAG + Knowledge Graph MCP — hybrid retrieval with vector embeddings + graph traversal

RAG + Knowledge Graph MCP — hybrid retrieval with vector embeddings + graph traversal. Citation-aware. MIT.


🚀 Quick Start

bash
# Install via pippip install rag_knowledge_graph_mcp
# Or install via Smitherynpx -y @smithery/cli@latest install rag-knowledge-graph-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/5kQ6oJ0xS3ce8sl7ew8k91j
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/5kQ6oJ0xS3ce8sl7ew8k91j
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/5kQ6oJ0xS3ce8sl7ew8k91j

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": {    "rag-knowledge-graph-mcp": {      "command": "uvx",      "args": ["rag-knowledge-graph-mcp"]    }  }}

Or: pip install rag-knowledge-graph-mcp then run the rag-knowledge-graph-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use index_document to …"
  • "Use rag_query to …"
  • "Use add_graph_edge to …"

来源:README.md,提交 3ccaf5a

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. v1.0.8最新Sep 16, 2026

评分

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