MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow management.
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Scored across 13 tools
Most tools have distinct purposes, but there is slight overlap between `caplia_list_companies` and `caplia_get_view_companies` as both can list companies from a named view. The descriptions help clarify the difference, but an agent might be unsure which to use for a simple view listing.
All tools follow the `caplia_verb_noun` pattern consistently. However, `caplia_get_view_companies` uses 'get' despite returning a list, while similar tools use 'list'. This is a minor inconsistency in verb choice.
With 13 tools, the server is well-scoped for a venture capital deal flow platform. Each tool serves a clear purpose, and the count is within the ideal 3-15 range, not overwhelming nor insufficient.
The tool surface covers core read operations and deck submission well, but lacks update and delete functionality for companies, documents, or pipeline state. There is no way to manually add a company without a deck or modify custom properties, leaving notable gaps in the lifecycle.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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