Donately MCP Server for LlamaIndexGive LlamaIndex instant access to 11 tools to Create Donation, Get Campaign, Get Donation, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Donately 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 Donately app connector for LlamaIndex is a standout in the Customer Relationship Management category — giving your AI agent 11 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 Donately. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in Donately?"
)
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 Donately MCP Server
What you can do
- Retrieve and list incoming donations.
- Manage and list your fundraising campaigns.
- Access donor information and contacts.
- Keep track of recurring subscriptions and peer-to-peer fundraisers.
LlamaIndex agents combine Donately tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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.
The Donately MCP Server exposes 11 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 11 Donately tools available for LlamaIndex
When LlamaIndex connects to Donately through Vinkius, your AI agent gets direct access to every tool listed below — spanning donations, fundraising-campaigns, donor-management, 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.
Create a new donation
Get details of a specific campaign
Get details of a specific donation
Get details of a specific peer-to-peer fundraiser
Get details of a specific person (donor)
Get details of a specific recurring donation (subscription)
Campaigns are the primary way to organize fundraising efforts. List campaigns for the Donately account
Useful to track incoming contributions and donor activities. Supports pagination and filtering. List donations for the Donately account
List peer-to-peer fundraisers for the Donately account
List people (donors/contacts) for the Donately account
List recurring donations (subscriptions) for the Donately account
Connect Donately to LlamaIndex via MCP
Follow these steps to wire Donately 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 Donately MCP Server
LlamaIndex provides unique advantages when paired with Donately through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Donately tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Donately tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Donately, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Donately tools were called, what data was returned, and how it influenced the final answer
Donately + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Donately MCP Server delivers measurable value.
Hybrid search: combine Donately real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Donately 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 Donately for fresh data
Analytical workflows: chain Donately queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Donately in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Donately immediately.
"List my recent donations from Donately."
"Find details about a specific campaign."
"Retrieve a list of our recurring subscriptions."
Troubleshooting Donately MCP Server with LlamaIndex
Common issues when connecting Donately to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDonately + LlamaIndex FAQ
Common questions about integrating Donately MCP Server with LlamaIndex.