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Thu, October 1509:15Model releasesAPI & pricingMCP & SkillsModel releases guide

PrivateGPT launches a local AI application API layer that follows the Claude API spec

Decision Brief

What changedzylon-ai/private-gpt releases version 1.0, an open-source API layer that provides messages, retrieval, tools, MCP and more on top of any OpenAI-compatible inference server.
Why it mattersFor teams already running local models on Ollama or vLLM, it brings a Claude API-style interface directly to local, saving the work of building your own RAG, citations, and MCP connector backend.
Who should careAI coding tool users, Agent builders
Affected stackClaude CodeMCPOpenAIOllama
Builder actionUpdate Claude Code to the latest version
Source confidenceHigh · Official release / blog / repo

PrivateGPT 1.0 is rebuilt as an API layer for private AI applications. It doesn't run models itself; instead, via OPENAI_API_BASE, it connects to any OpenAI-compatible inference server (such as Ollama, llama.cpp, vLLM) implementing /v1/chat/completions and /v1/models. It offers a standard messages API (with streaming, async, token counting), file and artifact ingestion, retrieval with citations and agentic RAG, built-in tools aligned with the Claude API (web search, web scraping, code execution), custom tools and MCP connectors, plus structured access to databases and CSVs; the built-in /ui workbench is for demo and testing only. Its capability comparison with the Claude API shows Messages, streaming, token counting, file ingestion, retrieval with citations, embeddings, tool use, tools in streaming, built-in web search, MCP, structured output, extended thinking, and token auth are all supported; Skills is only basic, while prompt caching and OAuth/org management are not yet supported. For developers and ops teams building private AI in regulated environments, this means they can keep their existing local inference services and cut the cost of connecting upper-layer apps to near that of calling the Claude API; the integrations listed in the docs, such as Claude Code, Claude Desktop, OpenCode, n8n, and Microsoft 365 add-ins, also let these clients use local models directly as their backend.

Summary basis: full article readCompiled from the source scope noted above; the original remains authoritative.

Sources

  • Skill Radar(GitHub 趋势)

    Trending hands-on MCP servers, agent skills, and AI-coding tools discovered from GitHub search momentum.

  • GitHub:zylon-ai/private-gpt

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