Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqueness.
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Scored across 3 tools
Each tool has a clearly distinct purpose: list_articles enumerates the archive, get_article retrieves one article by slug, and get_service_lines returns service/contact/pricing information. There is no overlap in resource or action, and the descriptions reinforce the intended call order.
All tool names use consistent snake_case with predictable verb_noun structure: list_articles, get_article, get_service_lines. The convention is stable across the entire set.
Three tools are well-scoped for a read-only content/service retrieval server, and each tool earns its place. No redundant or trivial tools are present.
The surface covers the core read paths: listing articles, fetching a specific article, and retrieving service information. Minor gaps include no topic-filtered article listing or search tool, though the list output provides topic clusters that agents can use to filter.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Grade MCP tool definitions for agent-readiness: score, A-F grade, fixes, est. token cost.
Statically audits MCP tool surfaces for token cost, schema quality, and design issues.
Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.
Score any remote MCP server for Claude, ChatGPT, Gemini and MCP Registry readiness.
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