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MCP server · AI

5ire

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

89Excellent

Scored 10 hours ago · breakdown

About 5ire

5ire is an MCP server published by nanbingxyz in the AI category: 5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

The repository has 5.4K stars and 434 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/nanbingxyz/5ire

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.

Ask AI

✦

Ask AI about 5ire

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I know everything about 5ire. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

Static checks derived from the repository 10 hours ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

v0.15.40.15.4 · 18 Mar 2026Fixes 409 Fixed an issue where manually added MCP entries would not persist their descriptions in the macOS client. 405 Resolved a problem where functionCall parts were missing thought_signature, causing errors when using Gemini 3 Pro…
v0.15.3v0.15.3 · 20 Jan 2026Fixed Fixed an issue where overly long MCP server tool names could cause errors. Fixed security vulnerabilities. Improved Updated and expanded the available model list.
v0.15.20.15.2 · 23 Dec 2025What’s fixed Fixed an issue where DeepSeek tool calls could behave unexpectedly. #393 Fixed a security issue related to Mermaid rendering. Fixed visual glitches in dark mode. What’s improved Improved MCP support with better tool execution…
v0.15.1v0.15.1 · 2 Dec 2025Hotfix: Fixed an error that caused knowledge-base file imports to fail.**
v0.15.0v0.15.0 · 2 Dec 2025What's New Data layer fully rebuilt. We’ve migrated the storage engine from SQLite + LanceDB to pglite.** This refactor doesn’t introduce new features yet, but it lays a solid foundation for upcoming improvements and enhanced capabilities.…

README

Before to activating tools feature, ensure the following components are installed:

  • Python
  • Node.js
  • uv (Python package manager)

These components are required as they constitute the runtime environment for the MCP Server. If you don't anticipate using the tools feature immediately, you may choose to skip this installation step and complete it later when the need arises.

For detailed installation instructions, please see our Installation Guide.

💪 Getting involved

If you want to contribute code to 5ire or develop your own apps based on 5ire, start with the Development Setup Guide.

Visit Wiki for more details.

🚀 To integrate 5ire’s one-click server installation into your website, see the One-Click Server Installation Integration Guide.

💬 Community

Join the Discord, By joining, you’ll get:

  • Faster responses to your questions and issues
  • Direct input on new features and improvements
  • A place to share ideas, tips, and feedback with other 5ire users
  • Opportunities to co-build and shape the future of 5ire together

Features

⚒️ Support Tools via MCP Servers

MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools.

With tools, you can access the file system, obtain system information, interact with databases, access remote data, and more, rather than just having a simple conversation.

https://github.com/user-attachments/assets/5aa98f2b-c26d-435e-8196-73fa414066eb

We have created an open marketplace for MCP Servers. it empowers users to discover exceptional tools while offering a streamlined process for sharing their own MCP server creations.

https://github.com/user-attachments/assets/be66c30e-bb29-4dfe-9f25-8d396470ed60

💡 Local Knowledge Base

We have integrated the bge-m3 as our local embedding model, which excels in multilingual vectorization. 5ire now supports parsing and vectorization of docx, xlsx, pptx, pdf, txt, and csv documents, enabling storage of these vectors to power robust Retrieval-Augmented Generation (RAG) capabilities locally.

Local Knowledge Base Screenshot

📈 Usage Analytics

By keeping track of your API usage and spending, you can gain a better understanding of how much you're spending on the API and make informed decisions to optimize your use of the service.

Usage Analytics Screenshot

✨ Prompts Library

The prompt library provides an effective way to create and organize your own prompts. These prompts are highly versatile, thanks to their support for variables.

Prompts Library Screenshot

🔖 Bookmarks

You can bookmark each conversation, and even if the original messages are deleted, the saved bookmarked content remains unaffected. Bookmarks Screenshot

🔍 Quick Search

You can perform keyword searches across all conversations, quickly pinpointing the information you need. Search Screenshot

[!TIP] Since 5ire uses native dependencies, it needs to be packaged on the corresponding platform. If it is on Mac OS, you may also need to configure APPLE_TEAM_ID, APPLE_ID, and APPLE_ID_PASS for notarization to avoid security alerts.

Discover Exceptional MCP Servers

MCPSvr, a community-driven directory of MCP servers, empowers developers to discover exceptional tools while offering a streamlined process for sharing their own MCP server creations.

README fetched from the repository 10 hours ago. The original is authoritative.

Questions

About 5ire

How do I install 5ire?

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

Is 5ire safe to use with an AI agent?

Its trust score is 89 out of 100 (excellent). It passes 5 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is 5ire still maintained?

Yes — the last commit was a month ago. The repository has 5.4K stars and 434 forks and 79 open issues.