aminghadersohi commented on code in PR #33976:
URL: https://github.com/apache/superset/pull/33976#discussion_r2208982836


##########
superset/mcp_service/README_SCHEMAS.md:
##########
@@ -0,0 +1,477 @@
+# Superset MCP Service: Tool Schemas Reference
+
+This document provides a reference for the input and output parameters of all 
MCP tools in the Superset MCP service. Each section lists the tool name, its 
input parameters (with type), and its output schema.
+
+## Dashboards
+
+### list_dashboards
+
+**Inputs:**
+- `filters`: `Optional[List[DashboardFilter]]` — List of filter objects
+- `columns`: `Optional[List[str]]` — Columns to include in the response

Review Comment:
   The current approach we are going is the default response is limited to a 
set of columns that are set as default in the tool by us. Perhaps a prompt tool 
can help figure out to augment these columns if needed based on the user's 
need? 
   One thing I ran into is that its not possible to get a pydantic schema used 
by an mcp server to only include the attributes that are non null - at least i 
am still working on figuring that out. 
https://github.com/pydantic/pydantic/discussions/5461



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