Frequently Asked Questions about Ramp MCP Server on UBOS

Q: What is the Ramp MCP server? A: The Ramp MCP server is a tool that allows AI models to access and analyze financial data from Ramp, a corporate card and expense management platform. It acts as a bridge between Ramp’s Developer API and AI models, enabling them to query and analyze financial data.

Q: What is MCP (Model Context Protocol)? A: MCP is an open protocol that standardizes how applications provide context to LLMs. MCP server acts as a bridge, allowing AI models to access and interact with external data sources and tools.

Q: What are the key benefits of using the Ramp MCP server? A: The key benefits include seamless Ramp integration, overcoming token limitations of LLMs, simplified data access, enhanced security, and flexibility and customization.

Q: What types of data can I access through the Ramp MCP server? A: You can access various types of financial data, including transactions, reimbursements, bills, locations, departments, bank accounts, vendors, entities, spend limits, spend programs, and users.

Q: What is UBOS? A: UBOS is a full-stack AI Agent development platform that helps businesses orchestrate AI Agents, connect them with enterprise data, build custom AI Agents with their LLM model and Multi-Agent Systems.

Q: How does the Ramp MCP server integrate with the UBOS platform? A: The Ramp MCP server can be deployed from the UBOS Asset Marketplace and configured with your Ramp client credentials. You can then connect your AI Agents to the server using the MCP protocol to query and analyze financial data.

Q: What are the different tools available in the Ramp MCP server? A: The server provides database tools (process_data, execute_query, clear_table), fetch tools (get_ramp_categories, get_currencies), and load tools (load_transactions, load_reimbursements, etc.).

Q: What are scopes and why are they important? A: Scopes define the permissions required to access specific types of data from Ramp. You need to enable the necessary scopes on your Ramp client and include them when starting the server.

Q: How do I set up the Ramp MCP server? A: The setup involves configuring your Ramp client, cloning the ramp-mcp GitHub repository, installing the uv package manager, and running the server from your CLI with the appropriate environment variables and scopes.

Q: Can I use the Ramp MCP server with Claude Desktop? A: Yes, you can configure the server to work with Claude Desktop by adding the server configuration to your claude_desktop_config.json file.

Q: What if I encounter issues or have questions about the Ramp MCP server? A: You can consult the Ramp MCP server documentation, reach out to the UBOS support team, or engage with the Ramp developer community for assistance.