Flipkart Seller MCP

Seller APIs return large payloads, and an agent that reads all of them runs out of context quickly. This server is built around that limit.

Instead of thirty or more narrow tools it exposes five domain tools (shipments, inventory, returns, ads and financials), each with an action argument. That cuts the tool schema an agent carries from about 4,000 tokens to about 500.

Every tool returns a compact Markdown summary by default, roughly 100 to 300 tokens, where the raw API response can run past 5,000. Full JSON is one parameter away, and lists are capped at ten items a page.

It refreshes OAuth tokens before they expire and falls back to a mock mode when credentials are missing, so an agent can be tested without a seller account.