Semantic Scholar Fastmcp MCP Server
by zongmin-yuA FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
Semantic Scholar Fastmcp MCP Server is an open-source mcp server by zongmin-yu, written mainly in Python, with 166 GitHub stars and the MIT license. Its code was last updated Mar 20, 2026.
Scan summary: scanned Nov 5, 2026 at commit 68e7b06. Seen able to connect to the internet. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
68e7b06 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine. BootsIt started, and MCP servers answered the protocol handshake. ReproducibleEarned in this scan.
Passed. This check ran and found nothing it flags.Static code scanpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit4 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Boot & handshake16 toolspassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Network egressfailFlagged. This check found an issue. See the findings below.
Passed. This check ran and found nothing it flags.Reproducible (×3)passPassed. This check ran and found nothing it flags.
Findings (5)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 1 known vulnerabilityPYSEC-2026-215
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
- lowLow. Minor, or common in normal tools. Shown for information.Contacted these domains while starting up (no manifest to compare against)pypi.org
Network activity
During install
files.pythonhosted.orgpypi.org
While running
pypi.org
Tools exposed (16)
paper_relevance_searchpaper_bulk_searchpaper_title_searchpaper_detailspaper_batch_detailspaper_authorspaper_citationspaper_referencespaper_autocompletesnippet_searchauthor_searchauthor_detailsauthor_papersauthor_batch_detailsget_paper_recommendations_singleget_paper_recommendations_multi
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Semantic Scholar Fastmcp MCP Server alternatives
View more →Similar mcp servers in Research & Analysis, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Semantic Scholar Fastmcp MCP Server (this page) zongmin-yu | 166 | MIT | Mar 20, 2026 | Scanned, no flagged issues |
| Worldmonitor koala73 | 90k | AGPL-3.0 | Nov 1, 2026 | Scanned, no flagged issues |
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| MCP Server Chart antvis | 4.4k | MIT | Aug 27, 2026 | Scanned, no flagged issues |