v1.7.0
Release Category
v1.7.0 is the stable release for normal installs and upgrades. Use it for npm latest, PyPI stable, the qiongli marketplace entry, Claude Desktop/Web skill ZIPs, the literature MCPB, and the Zotero companion XPI.
| Category | Use it for | Notes |
|---|---|---|
| Stable packages | npm latest, PyPI stable, and normal CLI upgrades |
This is the default path for most users. |
| Client workflow assets | Codex, Claude Code, Claude Desktop/Web, Antigravity, and Hermes workflow installs | Marketplace installs are preferred where supported; Desktop/Web users should download a skill ZIP. |
| Local literature tools | Claude Desktop MCPB and bundled plugin MCP runtimes | Install the MCPB only when local provider/search tools are required. |
| Zotero companion | Local Zotero Desktop search/write workflows | Install the XPI only when you want Qiongli to talk to Zotero Desktop. |
| Maintainer artifacts | Codex/Claude plugin tarballs and plugin ZIPs | These are for release checks and direct upload tests, not the normal user path. |
| Prerelease channel | qiongli-next, npm next, and PyPI beta |
This channel remains for validation builds and does not need to be newer than the stable tag. |
Download Guide
Start here instead of scanning GitHub's flat asset list.
| Need | Link or command |
|---|---|
| Release page and all assets | Qiongli v1.7.0 |
| npm CLI | npm install -g qiongli@latest or npx qiongli@latest install --target all --project-dir "$PWD" |
| PyPI CLI | pipx install qiongli or pipx upgrade qiongli |
| Default Claude Desktop/Web skill ZIP | qiongli-claude-desktop-skill-core-v1.7.0.zip |
| All Desktop/Web subject ZIPs | qiongli-downloads-v1.7.0.md |
| Claude Desktop literature MCPB | qiongli-literature-provider-0.1.5.mcpb |
| Zotero Desktop companion XPI | qiongli-zotero-companion-0.2.2.xpi |
| Machine-readable download index | qiongli-downloads-v1.7.0.json |
Changelog
[1.7.0] - 2026-06-25
Added
- 新增统一 full CLI MCP server 路径:
qiongli mcp serve --transport stdio现在可以在同一个 Python-backed MCP 进程里暴露 literature tools、provider/config tools、orchestrator doctor/route、task plan 和 task run preview。 qiongli install --profile full新增受管理的 MCP client config 写入能力,覆盖 Codex、Claude Code、Antigravity 和 Hermes;--target all会同时注册四个本地客户端的 full MCP 配置。- Python full MCP literature stack 新增 OpenAlex、Crossref、PubMed provider clients,并通过共享 provider config 与 MCP tool handlers 统一路由,避免 full CLI 和 lite MCPB 文献能力割裂。
- Literature MCP 新增 arXiv provider。arXiv 在 Python full MCP 和 Claude Desktop MCPB 中均默认可用,不需要 API key,并支持 preprint/topic search、arXiv ID metadata、year/category metadata 和 provider diagnostics。
- Claude Desktop literature MCPB 升级到
0.1.5,打包 arXiv provider runtime,并继续保留零依赖 Node stdio server、provider setup wizard、query variants、deep-search routing 和 Zotero bridge tools。
Changed
- 安装和跨平台 MCP 文档明确区分 marketplace/plugin bundled lite MCP 与 CLI full MCP:marketplace 仍适合无 CLI 环境的 literature-provider fallback,full CLI 是完整 Qiongli/orchestrator MCP 的 canonical 路径。
- npm 安装文档更新为 CLI bridge 定位,说明 npm 可以作为入口委托到 Python-backed full runtime,但完整 MCP/orchestrator 能力最终由 full CLI server 承载。
- Claude Desktop/Web skill ZIP、Codex plugin、Claude Code plugin、Antigravity、Hermes 和 CLI 安装说明同步更新 provider 边界,强调 secrets 留在共享 provider config,不写入 plugin manifests 或 release ZIP。