nanbingxyz/5ire

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

5346 stars · 425 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

5ire is a cross-platform desktop AI assistant and MCP (Model Context Protocol) client that connects to major LLM providers like OpenAI, Anthropic, Google, and Ollama. It supports tools via MCP servers, a local knowledge base with RAG using the bge-m3 embedding model, prompt libraries, and API usage analytics.

Use cases

• chat with multiple llm providers from one desktop app
• connect ai tools via mcp servers
• build a local knowledge base from pdf and docx files
• run retrieval-augmented generation locally
• track llm api spending and usage
• organize and reuse prompts
• use local models with ollama

When to choose

• you want a free desktop chat client that works with many LLM providers
• you need MCP tool support without writing code
• you want local RAG over your documents with privacy
• you want to track API costs across providers

When to avoid

• you need a fully open-source license (license is non-standard)
• you need a web-based or team-hosted assistant
• you only want a simple CLI for LLM calls

Facets

application · maturity active

chatbot rag mcp agent-framework llm-inference artificial-intelligence large-language-models chatbots cross-platform windows cross-platform mcp-client desktop-ai-assistant local-knowledge-base multi-provider prompt-library usage-analytics ai-agents retrieval-augmented-generation macos linux desktop

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markdown · JSON · MCP: product_card(name="nanbingxyz/5ire")