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Reviewer's guide (collapsed on small PRs)Reviewer's GuideThe README now lists mcpscore between mcp-server-fuzzer and OrcaReplay as an open-source MCP server auditor that deterministically evaluates protocol conformance, tool/schema quality, and security posture, producing scored results and suggested fixes. File-Level Changes
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PR Summary by QodoList mcpscore in LLM & MCP Testing resources
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LlamaPReview — No blocking issues found
This Markdown-only PR adds the requested mcpscore entry to the LLM & MCP Testing list, rewriting no existing content and closing the stated objective; there is no executable, configuration, or contract surface to regress.
Review details and evidence
Material unknowns
- Whether the linked project surface is real as described — the repository at mcp-box/mcpscore is live, public, and MIT-licensed, and it provides the CLI / GitHub Action / SARIF behavior described in the blurb. Deep stated this does not decide the objective (the entry was added as specified) and is not a request-changes reason; it would only matter if maintainers additionally require external-link liveness verification for curated-list entries.
- Check: No pre-merge action is required by Deep; the optional check is to open the linked repository and package-registry metadata if the maintainers want external-link liveness verified.
LlamaPReview checks
- Reviewed changed regions in
README.md. - Read the complete PR-head file
README.md.
LlamaPReview is open source. Explore the code behind this review.
Adds mcpscore, an open-source auditor for MCP servers, to the LLM & MCP Testing section (alphabetical, between mcp-server-fuzzer and OrcaReplay).
It connects to a running server, runs deterministic protocol, tool-schema and security-posture checks, and reports a 0-100 score with a suggested fix for each failed check. Available on PyPI (
pip install mcpscore), MIT licensed.Disclosure: I'm the author.
Summary by Sourcery
Add mcpscore to the LLM and MCP testing resource collection.
New Features:
Documentation: