GiveWP MCP Server for LangChain 9 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect GiveWP through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"givewp": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using GiveWP, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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.
LangChain's ecosystem of 500+ components combines seamlessly with GiveWP through native MCP adapters. Connect 9 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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 LangChain 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 LangChain via MCP
Follow these steps to integrate the GiveWP MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 9 tools from GiveWP via MCP
Why Use LangChain with the GiveWP MCP Server
LangChain provides unique advantages when paired with GiveWP through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine GiveWP MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across GiveWP queries for multi-turn workflows
GiveWP + LangChain Use Cases
Practical scenarios where LangChain combined with the GiveWP MCP Server delivers measurable value.
RAG with live data: combine GiveWP tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query GiveWP, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain GiveWP tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every GiveWP tool call, measure latency, and optimize your agent's performance
GiveWP MCP Tools for LangChain (9)
These 9 tools become available when you connect GiveWP to LangChain 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 LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting GiveWP to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersGiveWP + LangChain FAQ
Common questions about integrating GiveWP MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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 LangChain
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.