1. Tool Explosion DilemmaMCP’s protocol standard connects too many fragmented tools. LLMs struggle to select/use them effectively—no single AI masters all domains, regardless of parameter scale.2. Documentation GapAPI docs are human-centric, lacking semantic descriptions for AI comprehension. A chasm exists between technical specs and machine understanding.3. Dual-Interface WeaknessAs middleware, MCP juggles upstream LLM requests and downstream data conversion. This architecture collapses whe...

1. Tool Explosion DilemmaMCP’s protocol standard connects too many fragmented tools. LLMs struggle to select/use them effectively—no single AI masters all domains, regardless of parameter scale.2. Documentation GapAPI docs are human-centric, lacking semantic descriptions for AI comprehension. A chasm exists between technical specs and machine understanding.3. Dual-Interface WeaknessAs middleware, MCP juggles upstream LLM requests and downstream data conversion. This architecture collapses whe...

DeepSeek, as an advanced AI model, is leading this transformation by injecting new vitality into the Crypto market with its powerful data analysis capabilities and predictive models. In 2025, we have witnessed how AI technology has rapidly evolved and increasingly penetrated various industries, from healthcare to financial services, and on to retail. However, among many fields, the cryptocurrency market stands out due to its high volatility and complexity. For investors, accurately predicting...

DeepSeek, as an advanced AI model, is leading this transformation by injecting new vitality into the Crypto market with its powerful data analysis capabilities and predictive models. In 2025, we have witnessed how AI technology has rapidly evolved and increasingly penetrated various industries, from healthcare to financial services, and on to retail. However, among many fields, the cryptocurrency market stands out due to its high volatility and complexity. For investors, accurately predicting...