MarketNow Registry / Developer Tools / CNKI-MCP-Verifier
CNKI-MCP-Verifier
一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 的知网文献真实性验证工具。 AI 在生成学术内容时经常"幻觉"出不存在的论文引用。本项目作为 MCP Server 接入 AI 工作流,在 AI 引用文献前自动查询 CNKI(中国知网),对标题和作者进行模糊匹配比对,判断论文是否真实存在。
Install
$ git clone https://github.com/buluo533/CNKI-MCP-VerifierHeuristic signals advise review before installing: young package, low adoption, stale repository, or name similarity to a popular package.
Adoption evidence: 10 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 CNKI-MCP-Verifier?
一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 的知网文献真实性验证工具。 AI 在生成学术内容时经常"幻觉"出不存在的论文引用。本项目作为 MCP Server 接入 AI 工作流,在 AI 引用文献前自动查询 CNKI(中国知网),对标题和作者进行模糊匹配比对,判断论文是否真实存在。 Indexed by MarketNow with trust 90/100 (Review advised).
How do I install it?
Run $ git clone https://github.com/buluo533/CNKI-MCP-Verifier 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. CNKI-MCP-Verifier scores 90/100.