Neuronpedia MCP Server
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TDQS
Scored across 9 tools
Each tool targets a distinct operation: explanation generation/search, activation retrieval, feature search, steering, and vector management. No two tools have overlapping purposes, ensuring clear disambiguation.
All tool names follow a consistent snake_case verb_noun pattern (e.g., generate_explanation, list_vectors, delete_vector), making the set predictable and easy to navigate.
With 9 tools, the set is well-scoped for a focused domain like neuronpedia. It covers essential operations without being too sparse or overwhelming.
The tool surface provides a complete workflow: explanation generation and search, activation analysis, feature search, steering via vectors, and full CRUD for custom vectors. No obvious gaps.