"Zaim" matching MCP servers:

Connects Claude, ChatGPT, Cursor, and other MCP clients to a company's cap table, letting them read equity data and draft grants, exercises, cancellations, stakeholder updates, and board consents for an admin to review and apply in Capy.

Exposes local data profiling, PII classification, and plan-based cleansing against DuckDB, Postgres, or SQLMesh tables through four tools (list_tables, profile, propose_cleansing_plan, apply_cleansing_plan). All reasoning stays aggregate-only — format signatures, counts, and match rates rather than raw cell values — and cleaning plans execute only after validation against a fixed operation vocabulary and explicit confirmation.

MCP server that exposes SQLite datasets as queryable tools and resources via Streamable HTTP, enabling read-only exploration and SQL queries.