# Scholar MCP Server MCP server

Agent View of the PolicyLayer registry record for Scholar MCP Server: identity, probed posture, risk grade, and all 8 tools classified. HTML page: https://policylayer.com/tools/45645678a-scholar-mcp

## Facts

- Server id: `45645678a/scholar-mcp`
- Homepage: https://github.com/45645678a/scholar-mcp
- Registry record: grade A, identity unverified
- Lifecycle: active
- Rate-limited: no
- Tools: 8
- Tool categories present: Read
- Tags: 45645678a scholar mcp
- Record last modified: 2026-10-04T11:49:56.215Z

## Tools (8)

| Tool | Category | Risk | Record |
| --- | --- | --- | --- |
| `paper_ai_analyze` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-ai-analyze.md |
| `paper_citation_graph` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-citation-graph.md |
| `paper_download` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-download.md |
| `paper_health` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-health.md |
| `paper_recommend` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-recommend.md |
| `paper_search` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-search.md |
| `paper_translate` | Read | Low | https://policylayer.com/tools/45645678a-scholar-mcp/paper-translate.md |
| `paper_batch_download` | Write | Medium | https://policylayer.com/tools/45645678a-scholar-mcp/paper-batch-download.md |

## Tool descriptions

- `paper_ai_analyze` — 使用 AI 分析论文，返回核心贡献、研究方法、关键发现等。
- `paper_download` — 通过 DOI 下载一篇论文 PDF（本地多源下载：Unpaywall → Publisher OA → arXiv → Sci-Hub → scidownl）。
- `paper_health` — 检查论文下载服务各数据源的可用性（Unpaywall、arXiv、Sci-Hub 镜像）。
- `paper_recommend` — 分析工作区代码，自动推荐相关学术论文。
- `paper_batch_download` — 批量下载多篇论文 PDF。

## For agents

This record is a snapshot. Live verdicts and the full registry:

- Check every server in your MCP config at once: `npx -y policylayer stack`
- Vet a server before you add it: install the mcp-precheck skill — `npx skills add https://policylayer.com` (skill text: https://policylayer.com/skill.md)
- Query the registry over MCP: endpoint `https://api.policylayer.com/mcp` — tools `check_mcp_server`, `check_mcp_stack`, `check_tool`, `search_registry`, `get_change_events`

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Source: the PolicyLayer MCP registry — one continuously verified record per MCP server. Full record: https://policylayer.com/registry?q=45645678a-scholar-mcp · API: https://policylayer.com/registry/api · Recommended policies for every tool: https://policylayer.com/policies/45645678a-scholar-mcp