GiveWP MCP Server for LlamaIndex 9 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add GiveWP as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
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 GiveWP. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in GiveWP?"
)
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 GiveWP MCP Server
Connect your GiveWP (WordPress plugin) account to any AI agent to automate your donation data extraction and fundraising reporting through the Model Context Protocol (MCP). GiveWP is the most popular WordPress plugin for online giving. This MCP server enables you to retrieve donation forms, track individual donor profiles, and monitor real-time fundraising statistics directly through natural conversation.
LlamaIndex agents combine GiveWP tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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.
Key Features
- Form Oversight — List all donation forms published on your WordPress site and fetch detailed configuration metadata and goal progress.
- Donation Management — List all donations processed via the plugin, with support for filtering by specific forms or donors.
- Donor Discovery — Retrieve detailed profile metadata for your unique donors and search across their giving history.
- Real-time Analytics — Fetch high-level earnings and donation count statistics for your entire site or individual forms.
- Read-only Security — Safely query your WordPress donation database with a secure integration designed for data visibility.
- Plugin Transparency — Access high-level plugin metadata to verify API connectivity and account health.
- Real-time Synchronization — Keep your self-hosted fundraising data accessible to your AI assistant without leaving your primary workspace.
The GiveWP MCP Server exposes 9 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.
How to Connect GiveWP to LlamaIndex via MCP
Follow these steps to integrate the GiveWP MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 9 tools from GiveWP
Why Use LlamaIndex with the GiveWP MCP Server
LlamaIndex provides unique advantages when paired with GiveWP through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine GiveWP tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain GiveWP tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query GiveWP, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what GiveWP tools were called, what data was returned, and how it influenced the final answer
GiveWP + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the GiveWP MCP Server delivers measurable value.
Hybrid search: combine GiveWP real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query GiveWP 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 GiveWP for fresh data
Analytical workflows: chain GiveWP queries with LlamaIndex's data connectors to build multi-source analytical reports
GiveWP MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect GiveWP to LlamaIndex via MCP:
find_donor_history
Search by donor
get_form_details
Get form metadata
get_form_performance
Get form stats
get_plugin_stats
Get general stats
list_donation_forms
List all forms
list_plugin_donations
List all donations
list_plugin_donors
List all donors
list_recent_donations
List latest records
verify_api_connection
Check connection
Example Prompts for GiveWP in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with GiveWP immediately.
"List all active donation forms on my website."
"Show me the donation history for donor 'jane@example.com'."
"Get the fundraising stats for the 'Annual Fund' form (ID: 987)."
Troubleshooting GiveWP MCP Server with LlamaIndex
Common issues when connecting GiveWP to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpGiveWP + LlamaIndex FAQ
Common questions about integrating GiveWP MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect GiveWP with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect GiveWP to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.