MCP

Connecting LangGraph Agents to FastMCP Servers
Connecting LangGraph Agents to FastMCP Servers

Connecting large language models (LLMs) to local tools and system resources has historically required a lot of custom integration work. This friction makes agentic systems difficult to scale and maintain. Fortunately, the Model Context Protocol (MCP) provides a standard way to expose tools, …

Building Agentic System Tools with FastMCP and Python
Building Agentic System Tools with FastMCP and Python

If you have spent any time building agentic systems recently, you have likely encountered the integration bottleneck. Connecting large language models (LLMs) to local tools, internal databases, or system utilities has historically meant writing custom APIs for every single integration. This …