Donorbox MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Cancel Recurring Plan, Check Api Health, Create New Donor, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Donorbox as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Donorbox app connector for LlamaIndex is a standout in the Customer Relationship Management category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Donorbox. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Donorbox?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Donorbox MCP Server
Connect your Donorbox account to any AI agent and take full control of your nonprofit fundraising and donor engagement workflows through natural conversation.
LlamaIndex agents combine Donorbox tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Donation Orchestration — List and manage donations programmatically, including filtering by email or campaign and retrieving detailed transaction metadata
- Donor CRM — Create and update donor profiles programmatically to maintain high-fidelity records of your organization's supporters
- Recurring Plan Lifecycle — Monitor, pause, resume, or cancel recurring donation subscriptions directly through your agent to streamline supporter management
- Campaign Intelligence — Access your complete directory of fundraising campaigns to monitor performance and coordinate outreach in real-time
- Operational Monitoring — Check API connectivity and monitor active webhooks directly through your agent for reliable fundraising operations
The Donorbox MCP Server exposes 12 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Donorbox tools available for LlamaIndex
When LlamaIndex connects to Donorbox through Vinkius, your AI agent gets direct access to every tool listed below — spanning online-donations, fundraising, donor-crm, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Cancel a recurring donation
Verify Donorbox API connectivity
Requires first name, last name, and email. Add a new donor record
Get authenticated account info
List active webhooks
Can be filtered by email, campaign, or amount. List all donations
Can be filtered by name or email. List all donors
List fundraising campaigns
List recurring donation plans
Pause a recurring donation
Resume a paused recurring donation
Modify a donor record
Connect Donorbox to LlamaIndex via MCP
Follow these steps to wire Donorbox into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Donorbox MCP Server
LlamaIndex provides unique advantages when paired with Donorbox through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Donorbox tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Donorbox tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Donorbox, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Donorbox tools were called, what data was returned, and how it influenced the final answer
Donorbox + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Donorbox MCP Server delivers measurable value.
Hybrid search: combine Donorbox real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Donorbox to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Donorbox for fresh data
Analytical workflows: chain Donorbox queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Donorbox in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Donorbox immediately.
"List the last 5 donations in my Donorbox account."
"Check recurring plans for donor 'john.doe@example.com'."
"Pause the recurring plan with ID 'pln_456'."
Troubleshooting Donorbox MCP Server with LlamaIndex
Common issues when connecting Donorbox to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDonorbox + LlamaIndex FAQ
Common questions about integrating Donorbox MCP Server with LlamaIndex.