Overview of Ramp MCP Server

The Ramp MCP Server, a Model Context Protocol server, is a transformative tool designed for retrieving and analyzing data or executing tasks for Ramp via the Developer API. This server is essential for overcoming token and input size limitations, implementing a simple ETL pipeline, and utilizing an ephemeral SQLite database in memory for analysis by an LLM. By default, all requests are directed to the demo environment, but this can be altered by setting RAMP_ENV=prd. It’s important to note that large datasets may face processing limitations due to API and/or MCP client constraints.

Key Features

1. Database Tools: The Ramp MCP Server provides tools to set up, process, query, and delete an ephemeral database in memory. These include:

   • process_data
   • execute_query
   • clear_table

2. Fetch Tools: Directly fetch data using tools like:

   • get_ramp_categories
   • get_currencies

3. Load Tools: Load data onto the server, allowing client-side fetching. Ensure to enable the relevant scopes on your Ramp client:

   • Transactions, reimbursements, bills, locations, departments, bank accounts, vendors, entities, spend limits, spend programs, and users.

Use Cases

• Data Integration: Seamlessly integrate external data sources with AI models, enhancing decision-making capabilities.
• Task Automation: Automate repetitive tasks, reducing manual intervention and increasing efficiency.
• Scalable Data Analysis: Analyze large datasets efficiently using the ephemeral database setup, ensuring timely insights.

UBOS Platform Integration

UBOS, a full-stack AI Agent Development Platform, is dedicated to integrating AI Agents into every business department. Our platform facilitates the orchestration of AI Agents, connecting them with enterprise data, and building custom AI Agents with your LLM model and Multi-Agent Systems. By leveraging the Ramp MCP Server, UBOS enhances its capabilities, offering businesses a robust solution for AI-driven data management and task automation.

Setup and Configuration

Ramp Setup

1. Create a new client on the Ramp developer page.
2. Grant the necessary scopes to the client and enable client credentials.
3. Include the client ID and secret in the config file, along with the desired scopes.

Local Setup

1. Clone the GitHub repository.
2. Install uv.

Usage

Run the MCP server from your CLI with the appropriate environment settings and scopes.

Configuration with Claude Desktop

Add the necessary configuration to your claude_desktop_config.json to ensure seamless integration.

Conclusion

The Ramp MCP Server is a pivotal tool for businesses looking to harness the power of AI for data integration and task automation. By integrating with UBOS, businesses can unlock new potential, driving efficiency and innovation across departments. Whether you’re looking to automate tasks, integrate data, or build custom AI solutions, the Ramp MCP Server provides the foundation needed for success.