Gram
Build MCP servers faster with Gram
What is Gram? Complete Overview
Gram is a powerful tool designed to create, curate, and host MCP (Machine-Controlled Process) servers at scale. It transforms any REST API into an MCP server without requiring code changes, making it the easiest route to AI-ready infrastructure. Gram addresses common pain points in MCP server development, such as tool confusion, missing context, and CRUD limitations, by providing a streamlined platform for generating, scoping, and customizing tools for LLM workflows. Target users include engineering teams and enterprises looking to enhance their AI capabilities with minimal development overhead.
Gram Interface & Screenshots
Gram Official screenshot of the tool interface
What Can Gram Do? Key Features
Generate a default toolset
Upload OpenAPI specifications to automatically generate tools for all API endpoints. This feature allows users to quickly get started by selecting the tools they need from a comprehensive list.
Scope tools for your workspace
Combine and configure APIs to match specific use cases. Users can slice and dice across endpoints to craft the perfect toolset tailored to their needs.
Curate custom tools
Combine and customize API methods into optimized tools designed for LLM workflows. This feature ensures that tools are not just resource-based but workflow-based, enhancing their utility in AI applications.
Refine prompts
Add context and instructions to help LLMs use your tools effectively. This feature ensures that the AI understands how to interact with the tools, leading to better outcomes.
Host in production
Deploy an official MCP server so that every AI application can integrate with ease. This feature provides a seamless way to bring your MCP server into production, ensuring reliability and scalability.
Best Gram Use Cases & Applications
Launch public MCP servers
Build an AI platform for your users by creating MCP servers that unlock new ways for developers to build on your platform.
Embed AI chat in your app
Combine your internal APIs with common SaaS APIs to create a seamless in-app chat experience powered by AI.
Centralize workflows with MCP
Enhance internal productivity by enabling AI-driven workflows with a central control plane.
How to Use Gram: Step-by-Step Guide
Upload your OpenAPI specification to Gram to generate a default toolset for all your API endpoints.
Select the tools you need from the generated list and scope them to match your specific use case.
Customize the tools by combining and configuring API methods to create optimized workflows for LLMs.
Refine the prompts and add context to ensure LLMs can use the tools effectively.
Host your MCP server in production to enable seamless integration with AI applications.
Gram Pros and Cons: Honest Review
Pros
Considerations
Is Gram Worth It? FAQ & Reviews
Gram is a tool that helps you create, curate, and host MCP servers, transforming any REST API into an AI-ready infrastructure without code changes.
Gram is designed for engineering teams and enterprises looking to enhance their AI capabilities with minimal development overhead.
Gram supports standard OAuth implementations, OAuth 2.1 compliance with Dynamic Client Registration, and allows you to bring your own OAuth authorisation server.
Yes, Gram allows you to scope, combine, and customize API methods to create optimized tools for LLM workflows.
Yes, Gram offers a free plan with basic tool generation and limited API endpoints. Advanced features are available in Pro and Enterprise plans.