scansci-pdf
AGENTS.md1.2k starsChanged 3 months agoMITView on GitHub
ScanSci PDF is an MCP server plus agent skills for academic literature search, citation export, and authorized paper retrieval. This file is the entry point for coding agents working in this repository; host-specific adapters live in the directories listed below. - Python package scansci-pdf (src/scanscipdf), Python 3.11+. - CLI entry point: scansci-pdf (scansci-pdf run starts the stdio MCP server; scansci-pdf run --mode streamablehttp serves HTTP). - 18 MCP tools named scanscipdf*; see .mcp.json for the standard client configuration. Keep the…
- Installs packages
We split this AGENTS.md into the rules it gives an agent
4 rules. About 1 is common, 1 is distinctive, and 2 are very specific to this project.
≈1
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 43
Keep the MCP tool names and the source-authorization rules in these skills in sync with the implementation.
- Very specific: line 50
Never re-enable gray sources when the user chose legal_only or scihub_enabled=false.
- Common: line 55
Treat API keys, cookies, proxy credentials, and institution details as secrets.
- Very specific: line 56
Read docs/PLAYBOOK.md before changing anti-bot, mirror, or sniffing code.
≈ “Common” is an estimate: at least 1 in 5 of the 36,368 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
AGENTS.md
ScanSci PDF is an MCP server plus agent skills for academic literature search, citation export, and authorized paper retrieval. This file is the entry point for coding agents working in this repository; host-specific adapters live in the directories listed below.
What runs
- Python package
scansci-pdf(src/scansci_pdf), Python 3.11+. - CLI entry point:
scansci-pdf(scansci-pdf runstarts the stdio MCP server;scansci-pdf run --mode streamable_httpserves HTTP). - 18 MCP tools named
scansci_pdf_*; see.mcp.jsonfor the standard client configuration.
Install for development
python -m pip install -e .
# Optional: institutional browsers / WebVPN crypto
python -m pip install -e ".[cloakbrowser,vpnsci]"
scansci-pdf checkHost adapters
| Host | Files |
| Standard MCP clients | .mcp.json (scansci-pdf run, stdio) |
| Claude Code | .claude/skills/ + the standard MCP configuration |
| Codex App | .codex-plugin/plugin.json, .mcp.json, skills/ |
| ZCode | zcode-plugin/ (marketplace package, skills, /scansci commands) |
| DeepSeek Harness | dsh-plugin/ (npm: scansci-pdf; bundle: MCP client row + runtime skill registration) |
Skills
skill/SKILL.md— canonical, full workflow reference forscansci-pdf.skills/scansci-pdf/SKILL.md— short host-neutral wrapper.skills/scansci-sort/SKILL.md— list triage and route planning.skills/dsh-npm/SKILL.md— DSH bundle adaptation and npm publishing playbook.zcode-plugin/skills/— expanded ZCode editions.
Keep the MCP tool names and the source-authorization rules in these skills in sync with the implementation.
Guardrails
- Preserve the user's requested download strategy and report the actual source of every download.
- Never re-enable gray sources when the user chose
legal_onlyorscihub_enabled=false; scheduling must not expand authorization. - Institutional login happens only in the browser opened by
scansci_pdf_login; cookies come from that context, and the egress IP is what the publisher sees. - Treat API keys, cookies, proxy credentials, and institution details as secrets.
- Read
docs/PLAYBOOK.mdbefore changing anti-bot, mirror, or sniffing code.
Trending
More talk lately.thin dataabout the whole repository
Who's talking about Rimagination/scansci-pdf
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: 1.18.2 → 1.19.0”GitHub · Oct 22, 2026
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: 1.18.0 → 1.18.2”GitHub · Oct 14, 2026
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: 1.17.0 → 1.18.0”GitHub · Oct 4, 2026
- sudosubin/agents.nix“agent-skills.github.rimagination.scansci-pdf: init at 1.17.0”GitHub · Oct 1, 2026
- brycewang-stanford/Auto-Empirical-Research-Skills“feat: add scansci-pdf skill for academic paper downloading”GitHub · Jul 18, 2026
The biggest 5 of 5 mentions linking to the repository that our crawl found. Each line is their own headline.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 28,693 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository4 other files it gives its agents.
- dsh-npmSkill
- scansci-pdfSkill
- scansci-pdfSkill
- scansci-sortSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

