插件目录 / Knowledge / litkit-search
litkit-search
已验证 · 实测可装 bpc-oss
功能简介
Knowledge 类别的 DeepSeek Harness 插件。
可用 — 实测通过,早期项目
Knowledge 类别的 DeepSeek Harness 插件。 实测能干净安装、正常启动。早期项目,但功能可用。
「已验证」表示我们的自动化 CI 在干净 profile 里实际执行了 dsh plugin add 并启动成功——仅此而已。功能描述与版本兼容性均为作者声明。这不是安全审计,也不代表对第三方代码的背书。
README
# litkit-dsh — Unified Academic Literature Search Toolkit
Search, download, verify, and export scholarly literature from 25+ sources
with one CLI. Bulk retrieval with deduplication, citation audit for manuscripts,
a multi-strategy PDF download chain, and agent-client integrations (MCP + DSH).
Distributed on GitHub as
litkit-search— import name and CLI staylitkit-dsh. PyPI publishing is planned.
Features
- 25 academic sources — arXiv, PubMed, Crossref, Semantic Scholar, OpenAlex,
DBLP, IEEE Xplore, Scopus, Web of Science, SSRN, bioRxiv, ChemRxiv, Zenodo,
DOAJ, Scite, OpenCitations, ACM, BASE, CORE, Dimensions, Lens, Springer,
ORCID, and more. Most work out of the box with zero API keys. - Bulk retrieval with deduplication and ranked results.
- Citation audit (
litkit-dsh verify) — check a manuscript's (docx/pdf)
references against the sources. - PDF download chain — open-access first, then institutional access, then
browser-assisted and shadow-library fallbacks (see Legal notice). - Export to BibTeX / RIS / JSON.
- Workflows —
topic-search,deep-search,bulk-review. - Chinese literature search (
zh-search). - Agent-ready — MCP server for any agent client, plus a DeepSeek Harness
(dsh) plugin adapter.
Quick start
# 1. Install (Python >= 3.11) — GitHub-only distribution (PyPI planned)
pip install "litkit-search @ git+https://github.com/bpc-oss/litkit-search.git"
# or from source: git clone https://github.com/bpc-oss/litkit-search && pip install .
# 2. (Optional) Configure API keys — most sources need none
litkit-dsh sync-keys # interactive: point to a keys file
# 3. Search
litkit-dsh search "deep learning drug discovery" --limit 20 --export ris
# 4. Run a citation audit on a manuscript
litkit-dsh verify paper.docx -o report/
# 5. Check your environment
litkit-dsh doctor
See docs/install.md for platform-specific guides
(Windows / macOS / Linux) and docs/configuration.md
for the full configuration reference.
Configuration
- Zero-key default: arXiv, PubMed, Crossref, Semantic Scholar, OpenAlex,
DBLP, DOAJ, Zenodo, bioRxiv and most other sources work without keys. - Optional keys (enable higher rate limits / richer metadata): Scopus, WoS,
OpenAlex, Semantic Scholar, PubMed — configure vialitkit-dsh sync-keysor a.envfile (copy.env.exampleand fill in). - Institutional access: set
INSTITUTIONAL_PROXY/INSTITUTIONAL_DIRECT
in.envto use your university's EZProxy or on-campus/VPN access for
publisher PDFs. You are responsible for using only access you are entitled to. - Chinese literature (
zh-search): requires institutional library access
(e.g. SZU library); see docs/configuration.md.
CLI overview
| Command | Purpose |
|---|---|
litkit-dsh search |
Multi-source search with dedup |
litkit-dsh download |
Search + download PDFs |
litkit-dsh download-suppl |
Download supplementary materials |
litkit-dsh verify |
Check references in a manuscript |
litkit-dsh workflow citation-audit |
Citation audit workflow |
litkit-dsh workflow bulk-review |
Bulk review by topic |
litkit-dsh topic-search / deep-search |
Research expansion |
litkit-dsh zh-search |
Chinese literature search |
litkit-dsh sources |
List all 25 sources + status |
litkit-dsh export |
Export results (BibTeX/RIS/JSON; conversion in progress) |
litkit-dsh doctor |
Environment self-check |
Agent integration
litkit-dsh speaks MCP, so any MCP-capable agent client can use it:
- MCP server (
litkit-mcp): works with Claude Desktop, Codex, Cursor,
OpenCode, DeepSeek Harness, and others. See docs/mcp.md. - DeepSeek Harness plugin: install the Cordis adapter into any dsh profile.
See docs/dsh-plugin.md.
# dsh install (GitHub-only distribution):
dsh plugin --profile web add github:bpc-oss/litkit-search
Legal notice
This project includes download strategies that may access paywalled content:
- Institutional access: uses your own university credentials/VPN. Only use
access you are entitled to, and respect your institution's terms. - Shadow-library fallbacks (Sci-Hub / LibGen / Anna's Archive): included as
a declared, optional download path. Availability varies by network, and
accessing paywalled content this way may violate publisher terms or local law
in your jurisdiction. Use at your own risk; the maintainers assume no
liability. These paths are only engaged as a last-resort fallback and can be
disabled via configuration.
Roadmap
- Full BibTeX/RIS export conversion (
litkit-dsh export). - More sources and per-source rate-limit tuning.
- Additional agent adapters and MCP resource/prompt endpoints.
- Lazily-loaded/opt-in DNS resolution for shadow-library domains.
Contributing
See CONTRIBUTING.md. Adding a new source? Follow the
conventions in src/litkit-dsh/sources/ — each source is a
self-contained module registered in the source registry.
License
MIT © 2026 bpshil. Changelog: CHANGELOG.md.
安装
装一次目录插件,之后本站所有插件都能让 DeepSeek Harness 自动找、自动装:
dsh plugin add dshbase-catalog 然后对 agent 说「帮我装 litkit-search」,它会在目录里找到并自动安装。文档:dshbase-catalog · 已验证场景包。
该插件是 GitHub 源码(未发 npm)——直接从仓库装:
Web profile:
dsh plugin --profile web add github:bpc-oss/litkit-search Headless(CLI)profile:
dsh plugin --profile headless add github:bpc-oss/litkit-search 实测报告
验证通过:从 GitHub 源码完成 L1 安装 + L2 加载 + L3 运行(dsh 0.1.0-rc.6)。