Ramp

by ramp-public

33 stars
222 downloads
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GitHub Website SSE

About

Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs

Details

Author
ramp-public
GitHub stars
33
Downloads
222
Categories
Remote MCP, Productivity, Finance, Other, API, Developer Tools

- Database tools: process_data, execute_query, clear_table for ephemeral SQLite.
- Fetch tools: get_ramp_categories, get_currencies for direct data retrieval.
- Load tools: loads 11 data types (transactions, reimbursements, bills, etc.) via scoped API endpoints.
- Uses OAuth 2.0 client credentials grant for authentication.
- Operates against a demo environment by default; switch to production with RAMP_ENV=prd.
- In-memory data store resets after each session.

Clone the repository, install uv, and configure a Ramp Developer API client with the required scopes. Run the server from the CLI by setting RAMP_CLIENT_ID, RAMP_CLIENT_SECRET, and optionally RAMP_ENV (defaults to demo), then executing uv run ramp-mcp -s <COMMA-SEPARATED-SCOPES>. For Claude Desktop, add a configuration entry to claude_desktop_config.json with the appropriate command, args, and env values.

# ramp-mcp: A Ramp MCP server ## Overview A Model Context Protocol server for retrieving and analyzing data or running tasks for [Ramp](https://ramp.com) using [Developer API](https://docs.ramp.com/developer-api/v1/overview/introduction). In order to get around token and input size limitations, this server implements a simple ETL pipeline + ephemeral sqlite database in memory for analysis by an LLM. All requests are made to demo by default, but can be changed by setting `RAMP_ENV=prd`. Large datasets may not be processable due to API and/or your MCP client limitations. ### Tools #### Database tools Tools that can be used to setup, process, query, and delete an ephemeral database in memory. 1. `process_data` 2. `execute_query` 3. `clear_table` #### Fetch tools Tools that can be used to fetch data directly 1. `get_ramp_categories` 2. `get_currencies` #### Load tools Loads data to server which the client can fetch. Based on the tools you wish to use, ensure to enable those scopes on your Ramp client and include the scopes when starting the server as a CLI argument. | Tool | Scope | | ------------------------- | ------------------- | | load_transactions | transactions:read | | load_reimbursements | reimbursements:read | | load_bills | bills:read | | load_locations | locations:read | | load_departments | departments:read | | load_bank_accounts | bank_accounts:read | | load_vendors | vendors:read | | load_vendor_bank_accounts | vendors:read | | load_entities | entities:read | | load_spend_limits | limits:read | | load_spend_programs | spend_programs:read | | load_users | users:read | For large datasets, it is recommended to explicitly prompt Claude not to use REPL and to keep responses concise to avoid timeout or excessive token usage. ## Setup ### Ramp Setup 1. Create a new client from the Ramp developer page (Profile on top right > Developer > Create app) 2. Grant the scopes you wish (based on tools) to the client and enable client credentials (Click on App > Grant Types / Scopes) 3. Include the client ID and secret in the config file as well as the scopes you wish to use ### Local Setup 1. Clone this Github repo via `git clone git@github.com:ramp/ramp-mcp.git` or equivalent 2. Install [`uv`](https://docs.astral.sh/uv/) ## Usage Run the MCP server from your CLI with: ```bash RAMP_CLIENT_ID=... RAMP_CLIENT_SECRET=... RAMP_ENV=<demo|prd> uv run ramp-mcp -s <COMMA-SEPARATED-SCOPES> ``` ## Configuration ### Usage with Claude Desktop Add this to your `claude_desktop_config.json`: ```json { "mcpServers": { "ramp-mcp": { "command": "uv", "args": [ "--directory", "/<ABSOLUTE-PATH-TO>/ramp-mcp", // make sure to update this path "run", "ramp-mcp", "-s", "transactions:read,reimbursements:read" ], "env": { "RAMP_CLIENT_ID": "<CLIENT_ID>", "RAMP_CLIENT_SECRET": "<CLIENT_SECRET>", "RAMP_ENV": "<demo|qa|prd>" } } } } ``` If this file doesn't exist yet, create one in `/<ABSOLUTE-PATH-TO>/Library/Application Support/Claude/` ## License Copyright (c) 2025, Ramp Business Corporation All rights reserved. This source code is licensed under the MIT License found in the LICENSE file in the root directory of this source tree.
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