1. Conduid
  2. RAG
  3. Starlight
MCP server · RAG

Starlight

自托管的开源多模型 AI 智能体应用:ReAct 循环 + 计划执行 + 长期记忆 + 上下文压缩 + 子代理 + 人工审批 + MCP 扩展 + 流式思考 + Trace 回放 + 内置评估框架(25 任务 100% 通过)。14 个内置工具,五层安全防护,Flask + SQLite 轻量架构,双击即可部署,数据完全私有。

34Low

Scored a month ago · breakdown

About Starlight

Starlight is an MCP server published by Sureo0 in the RAG category: 自托管的开源多模型 AI 智能体应用:ReAct 循环 + 计划执行 + 长期记忆 + 上下文压缩 + 子代理 + 人工审批 + MCP 扩展 + 流式思考 + Trace 回放 + 内置评估框架(25 任务 100% 通过)。14 个内置工具,五层安全防护,Flask + SQLite 轻量架构,双击即可部署,数据完全私有。.

The repository has 1 stars and 0 forks, with the last commit 2 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Sureo0/Starlight

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v1.1.0v1.1.0 — 从"多模型聊天"到"全栈 Agent 平台" · 13 Aug 2026🎉 定位升级:不再只是聊天工具,而是一套完整的 Agent 工程化方案。 🧠 核心能力 ReAct 循环 + Plan-then-Execute 计划执行(进度跟踪 + LLM 周期评审修正) 长期记忆:SQLite + FTS5,自动提取/去重/冲突消解/整合/衰减/质量门控 上下文压缩:超预算 75% 自动 LLM 总结,跨会话持久化复用 子代理委派(research/code/full),独立预算,禁止嵌套 🎯 人机协作 人工审批 +…
Questions

About Starlight

How do I install Starlight?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Starlight safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Starlight still maintained?

Yes — the latest release is v1.1.0 (13 Aug 2026), and the last commit was 2 months ago. The repository has 1 stars.