Ragent MCP Server
by nageoffer企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。
Ragent is an open-source mcp server by nageoffer, written mainly in Java, with 4,408 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 25, 2026.
Scan summary: scanned Nov 5, 2026 at commit 200dca8. No capabilities flagged by our checks. Scan policy
What Ragent can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 200dca8, Nov 5, 2026. See the scan policy.
Before you install Ragent
AgenticMart scanned Ragent on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by nageoffer on GitHub, 4,408 stars and 895 forks. Popularity is not proof of safety.
- Last code change: Oct 25, 2026.
- Open-source license: Apache-2.0.
Ragent is an open-source mcp server by nageoffer, written mainly in Java. 企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。
At a glance
- Stars
- 4.4k
- Forks
- 895
- Language
- Java
- License
- Apache-2.0
- Created
- Nov 2025
- Last update
- Oct 25, 2026
- Type
- MCP Server
- Price
- Free
Topics
Questions about Ragent
What is Ragent?
企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。
Who maintains Ragent?
Ragent is maintained by nageoffer on GitHub (nageoffer/ragent). AgenticMart lists it from public repository data.
Is Ragent safe to use?
AgenticMart scanned Ragent on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Ragent use?
It is published under the Apache-2.0 license.
Ragent alternatives
View more →Similar mcp servers in Data Science & ML, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
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|---|---|---|---|---|
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