MapLibre MCP
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TDQS
Scored across 11 tools
Most tools have clearly distinct purposes: spec/API lookup, source inspection, tile inspection, validation, debugging, and rendering. However, the set contains several output-oriented tools (render_style, render_page, compare_styles, preview_style, show_map) whose boundaries could be confused without careful reading, especially preview_style vs show_map and render_style vs render_page.
All tool names use consistent snake_case and are verb-led (describe_, render_, compare_, preview_, debug_, inspect_, show_, validate_). Minor variations in noun plurality and the GL_JS acronym do not break the pattern.
11 tools is well-scoped for a MapLibre style development and debugging assistant. Each tool appears to serve a distinct workflow: lookup, validation, source/tile inspection, debugging, and visual rendering.
The surface covers core style development needs: spec and API lookup, validation, source/tile inspection, layer debugging, and multiple rendering/preview paths. A minor gap is the lack of tools for directly editing or generating styles programmatically, though agents can likely work around this by editing style files and re-validating.