Key Functionality & Benefits - Langchen introduces native provider tools from OpenAI and Entropic, enabling optimized model usage [1] - The new Langchain provider packages simplify agent building by eliminating manual JSON schema handling [2] - Cloud can dynamically discover and load tools on demand, facilitating operations on platforms like Cloudflare [3] - Native provider tools unlock real-world multimodal agentic applications [4] - The MCP tool set and tool search provider tool are more efficient than locally spinning up MCP servers [15] - The new tools API eliminates the need for handcrafting schemas and gluing adapters [17] Cloudflare MCP Agent Example - An agent connects to Cloudflare's MCP servers, granting access to the entire platform via a chat interface [5] - The agent can fetch DNS logs, run queries, and answer questions about a user's Cloudflare account [3] - The agent can access Cloudflare browsers to fetch websites and convert them to markdown or screenshots [7][14] - The MCP tool set tool from the entropic provider package allows defining configuration for every MCP server [10] - The tool search tool defers loading of MCP server tools, saving context window space [11][12]