binance-mcp

The tool set has significant overlap and ambiguity, with many tools performing similar actions on different account types (e.g., multiple delete, get, post tools for spot, margin, futures, sub-accounts). While descriptions clarify specific contexts, the sheer number and similarity make it difficult for an agent to reliably choose the correct tool without deep domain knowledge. Tools like delete_api_v3_open_orders and delete_sapi_v1_margin_open_orders are nearly identical except for the account type, leading to potential misselection.

Tool names follow a highly consistent pattern throughout, using HTTP method prefixes (get, post, delete, put) followed by API path segments (e.g., api_v3, sapi_v1) and specific endpoints. This structured naming, such as get_api_v3_account and post_sapi_v1_margin_order, provides clear and predictable identifiers, making it easy to understand the tool's purpose and API route despite the large count.

With 340 tools, the count is extremely high and overwhelming for the server's purpose of interacting with Binance's API. This exceeds typical MCP server scopes (usually 3-15 tools) and creates a heavy cognitive load. While Binance's API is extensive, exposing every endpoint as a separate tool is impractical for agent use, likely leading to confusion and inefficiency.

The tool set appears complete for the Binance API domain, covering a vast range of operations including market data, account management, trading (spot, margin, futures), sub-account functions, lending, staking, and more. It provides full CRUD and lifecycle coverage across all supported services, with no obvious gaps that would hinder agent workflows for cryptocurrency exchange interactions.