Gram by Speakeasy
Introducing Gram by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. Try building a MCP server now!
Model Context Protocol (MCP) Hub
Welcome to the Model Context Protocol Hub. This collection of resources helps you understand and implement MCP to connect your AI agents to real-world tools and data.
Getting started with MCP
New to MCP? Start here to understand what it is and how to use it.
Using MCP servers
Learn how to connect and work with existing MCP servers in your applications.
Installing MCP Servers
A quickstart guide to installing MCP servers in AI clients
Best practices for using MCP tools
Learn how to use MCP tools effectively
Popular Use Cases
Discover how teams use MCP for development, calculations, and automation
Remote Servers
Real-world remote MCP server hosting
Real-world MCP usage
How companies are using MCP in production today
Building MCP servers
Ready to build your own MCP servers? These resources cover the technical implementation details.
Protocol Deep Dive
Technical guide to building MCP servers
Building an MCP server for FastAPI
Compare FastMCP and Speakeasy for building MCP servers from FastAPI applications
MCP Transports
How MCP servers communicate with clients
Building MCP Tools
Learn to build callable functions that perform actions and interact with external systems
Building MCP Resources
Learn to build read-only data sources that provide context through URI-based access
Authorization & Security
Secure MCP servers with OAuth 2.1
Optimize OpenAPI for MCP
Prepare your API for MCP generation
Why less is more for MCP
Understand the benefits of curating your MCP tools
Here be dragons: The current state of MCP OAuth
How Dynamic Client Registration turned simple auth into an architectural maze
Building AI agents
Discover how to create intelligent agents that leverage MCP for real-world capabilities.
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