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Academic-skill-hub
AcademicSkillHub is an academic and research-oriented directory for AI agent Skills and MCP servers. It discovers, verifies, indexes, and publishes resources that help researchers, students, reviewers
Install
$ git clone https://github.com/Jack-Liu0227/Academic-skill-hubHeuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.
Adoption evidence: 1 GitHub stars.
How MarketNow scored this
Sentinel Index Heuristics — a security-first estimate from public signals:
- Package age and release activity (stale repositories lose points)
- Verified adoption: registry downloads or GitHub stars, not follower counts
- Typosquat distance against the 150 most-installed MCP packages
- Injection markers scanned in the package description
Heuristic, not a guarantee. For verified agent credentials and revocation, see the MarketNow Trust API.
What is Academic-skill-hub?
AcademicSkillHub is an academic and research-oriented directory for AI agent Skills and MCP servers. It discovers, verifies, indexes, and publishes resources that help researchers, students, reviewers Indexed by MarketNow with trust 70/100 (Review advised).
How do I install it?
Run $ git clone https://github.com/Jack-Liu0227/Academic-skill-hub Heuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.
What does the trust score mean?
Security-first heuristic over public signals (age, adoption, typosquat distance, injection markers). It is not a popularity ranking and not a guarantee of safety. Academic-skill-hub scores 70/100.