Borrowing it
Nothing to install: this file belongs to hy20191108/semantic-scholar-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/hy20191108/semantic-scholar-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/hy20191108/semantic-scholar-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/hy20191108/semantic-scholar-mcp/agents-md)<a href="https://agentmods.dev/instructions/hy20191108/semantic-scholar-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/hy20191108/semantic-scholar-mcp/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/hy20191108/semantic-scholar-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/hy20191108/semantic-scholar-mcp/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00625 | $0.00625 |
| Opus 5 | $0.00313 | $0.00313 |
| Sonnet 5 | $0.00125 | $0.00125 |
| Haiku 4.5 | $0.00063 | $0.00063 |
Grade A, and why
semantic-scholar-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Semantic Scholar MCP
このリポジトリは，Semantic Scholar APIと研究管理機能をMCP toolとして提供するPython packageである．利用者向けの機能と導入方法はREADME.mdを入口にする．
作業の境界
- 報告は日本語で行い，新しく書くコード，コメント，docstringは英語にする．
- Pythonの環境，依存関係，commandは
uvで扱う．現行設定と品質条件はpyproject.tomlと.github/workflows/ci.yml，MCPの起動・接続設定は.mcp.jsonから確認し，版，test数，coverage，command列を本ファイルへ複写しない． - 実装は
src/，外から確認できる期待動作はtests/，人向けの説明はREADME.mdまたはdocs/，完了履歴と時点状態はGitまたはIssueが持つ．新機能には対応するtest，bug修正には再発を検出するtestを加える． - APIの挙動や制限は，同梱した
docs/api-specifications/と現行の公式資料で確認する．古いstatusや作業ログを現行仕様として使わない． - 共有hostでは，
docker system pruneやdocker volume pruneなど，他者の資源にも影響する全体cleanupを実行しない．操作対象をこのprojectの資源へ限定する． - このrepositoryでpushが明示されており，remote更新の取り込みに
git rebase origin/mainが必要な場合は，追加確認なしで実行してよい．競合または未commit差分により安全に実行できない場合は，stash，reset，force pushを行わず停止する．
MCPの契約
- Semantic Scholar API toolの成功時JSON結果はトップレベルに
dataを持つ．paginationでは該当するtotal，offset，limit，has_moreを，batchまたはrecommendationでは返却したdataの要素数をcountへ入れ，変更時は契約testも同じ変更単位で直す． - tool説明の
Next Stepsはsrc/semantic_scholar_mcp/resources/tool_instructions/**/*.ymlを正本とする．同名Markdownは互換用であり，Markdownだけを更新しない． - release作業は
docs/RELEASE_PROCESS.mdを入口に，scripts/release.shと.github/workflows/の現行実装を照合する．release，tag，publishは明示された場合だけ実行する．
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago Changed · +14 lines · +605 tokens per session 3e276f39f048
- 9d ago First seen · 5 lines · 20 tokens per session scan A c13d28b000de
semantic-scholar-mcp AGENTS.md is an instructions file published in the GitHub repository hy20191108/semantic-scholar-mcp (5 stars, last pushed 9d ago), licensed MIT. It adds 625 tokens to every session, about $0.0031 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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