Modular RAG MCP Server

mcp-serverStable

A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.

Stars

1,038

Δ stars 7d

+9

Δ stars 30d

Forks

233

Contributors

1

npm DL / wk

PyPI DL / wk

Language

Python

Last push

2026-03-10

About Modular RAG MCP Server

本项目将 RAG 面试中最常见的核心环节——**检索(Hybrid Search + Rerank)**、**多模态视觉处理(Image Captioning)**、**RAG 评估(Ragas + Custom)**、**生成(LLM Response)**——以及当下热门的应用协议 **MCP(Model Context Protocol)** 串联为一个完整的、可运行的工程项目。 **项目的一大亮点是极易适配到你自己的业务中**。得益于全链路可插拔架构,你可以快速将它结合到自己已有的项目里,无论你的背景和需求如何,都能找到适合自己的使用方式。具体的使用策略会在后文 谁适合用这个项目 & 怎么用 中详细展开。 本项目提供了 **Setup Skill** 一键完成所有环境配置,包括:Provider 选择 → API Key 配置 → 依赖安装 → 配置文件生成 → Dashboard 启动。 在 VS Code 中打开项目,通过 Copilot / Claude 对话框输入: ``` setup ``` Agent 会自动引导你完成全部配置流程。 > 💡 如果不熟悉 Skill 的使用方式,请观看配套笔记中的 **Setup Skill…

Read the full README on GitHub →

Modular RAG MCP Server growth signals this week

Growth score: 18/100 week of 2026-07-20

Acceleration (40%)32
Relative velocity (30%)17
Downloads (20%)0
Activity (10%)0

Signal history

WeekScoreΔ★Signal
2026-07-2018+9Stable
2026-07-1318+9Stable
2026-07-065+8Stable
2026-06-2911+8Stable
2026-06-2210+7Stable
2026-06-1510+7Stable

Modular RAG MCP Server alternatives

Projects in the same category, closest in size — picked by data, not opinion.

Web Search MCP ServerStable1,034
childrentime/reactuseStable1,032
mcp-server-chatsumStable1,030
QGIS MCP ServerStable1,029

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Frequently asked questions

Is Modular RAG MCP Server still maintained?
Activity is low: the last push was on 2026-03-10 (131 days before our latest snapshot).
Is Modular RAG MCP Server growing?
It is stable this week, with a growth score of 18/100. See the weekly history above.
What are the best Modular RAG MCP Server alternatives?
Closest by category and size in our data: Web Search MCP Server, childrentime/reactuse, mcp-server-chatsum — full list with live signals above.

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Modular RAG MCP Server badge

Tracked since 2026-06-20 · data as of 2026-07-19 · 5 open issues · 0 releases