Related Servers

Multiple versioned tools (e.g., build_claim_groups_v1 and v1_2, export_claim_matrix_grouped_v1 and v1_2) overlap in purpose, and several tools like draft_lit_review_v1 and draft_section have unclear boundaries. This makes it difficult for an agent to reliably select the correct tool.

Most tools follow a verb_noun pattern with snake_case, but version suffixes (v1, v1_2) are inconsistent across the set. Some tools lack versions (e.g., lock_entity, merge_entities), while others have them, breaking uniformity.

With 55 tools, this server vastly exceeds the typical well-scoped range (3-15). Many tools are redundant versions of similar functionality, suggesting feature creep and unnecessary complexity for most use cases.

The tool set covers the full literature review pipeline: import, search, extraction, clustering, evidence packing, drafting, and linting. Minor gaps exist (e.g., no community or evidence pack deletion), but core workflows are well-supported.