nanbingxyz/5ire

Download from the Releases page (https://github.com/nanbingxyz/5ire/releases/latest)
Before enabling the tools feature, install Python, Node.js, and uv (required as the MCP server runtime)

Usage

• •Chat with any supported provider; enable MCP tools to access filesystem, system info, databases, remote data
• •Discover and install MCP servers from the open MCPSvr marketplace (github.com/nanbingxyz/mcpsvr)
• •Build a local knowledge base: parses and vectorizes docx, xlsx, pptx, pdf, txt, csv using the local bge-m3 embedding model for RAG
• •Use the prompts library (variables supported), bookmarks, and conversation keyword search

Key features

• ✓MCP client with tools support (filesystem, system info, databases, remote data) and an MCP server marketplace (MCPSvr)
• ✓Local knowledge base: bge-m3 embedding, document parsing/vectorization for local RAG
• ✓Usage analytics: API usage and spend tracking
• ✓Prompts library with variables, conversation bookmarks, and quick search
• ✓Multi-provider support: OpenAI, Azure, Anthropic, Google, Mistral, Doubao, Grok, DeepSeek, Ollama

Best for

Users who want a free, cross-provider desktop chat client with MCP tool support and local RAG knowledge bases.

Caveats

• ⚠MCP tools feature requires Python, Node.js, and uv installed on the machine (may be skipped and added later)
• ⚠Because of native dependencies, it must be packaged per platform; on macOS you may need APPLE_TEAM_ID, APPLE_ID, APPLE_ID_PASS for notarization to avoid security alerts
• ⚠This is an MCP client (host), not an MCP server