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Inspect and score MCP servers for publishability, schema, and protocol readiness.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "io.github.Incultnitollc/mcp-probe" MCP server from askskill: Run: claude mcp add 'io-github-incultnitollc-mcp-probe' -- npx -y @incultnitollc/mcp-probe
Inspect this MCP server for publishability and score it from 0-100 across schema completeness, protocol compatibility, error handling, and documentation clarity, then provide improvement suggestions.
Returns an overall score, category scores, key risks, and a prioritized pre-publish fix list.
Analyze the tool schemas exposed by this MCP server and identify unclear field definitions, missing parameters, inconsistent types, or insufficient examples, then explain how to fix them.
Outputs specific schema issues, affected fields, and recommended revisions.
Evaluate this MCP server for protocol compatibility and stability, focusing on request-response formats, capability declarations, error handling, and edge-case coverage.
Provides a protocol-level score, a summary of compatibility risks, and recommendations to improve stability.
Audit MCP servers for conformance, tool usability, and error handling quality.
Audit MCP servers for conformance and generate scores with Markdown reports.
Test MCP servers for spec compliance and quickly identify protocol issues.
Diagnose Linux systems and control desktop hardware with compact, safe JSON output.
Run spec-driven development workflows with orchestration, memory, and quality gates.
Score trust and scan safety for MCP servers, AI skills, and npm packages.