fastmcp: FastMCP is a standard framework for building Model Context Protocol (MCP) applications, which connect LLMs to tools and data. It simplifies the process by automatically generating schemas, validation, and documentation for tools, and managing transport negotiation and authentication for server connections. FastMCP offers a comprehensive solution for developing, deploying, and scaling MCP-powered systems.; chapplin: chapplin is a framework for building MCP (Model Context Protocol) apps. It provides the scaffolding to define, deploy, and host MCP server applications, targeting developers who want to create custom MCP tools without writing low-level protocol handling. The project is in early development and offers a hosted deployment option at chapplin.vercel.app.
Building LLM applications that interact with custom tools and data sources
Building a custom MCP server without writing raw protocol code