Little Green Light MCP Server for OpenAI Agents SDK 9 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Little Green Light through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Little Green Light Assistant",
instructions=(
"You help users interact with Little Green Light. "
"You have access to 9 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Little Green Light"
)
print(result.final_output)
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 Little Green Light MCP Server
Connect your Little Green Light account to any AI agent to automate your donor management and fundraising workflows. This MCP server enables your agent to manage constituent profiles, record new gifts, and query fundraising appeals directly from natural language interfaces.
The OpenAI Agents SDK auto-discovers all 9 tools from Little Green Light through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Little Green Light, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Constituent Oversight — List and retrieve detailed profiles for all registered donors and organizations in your database
- Gift Recording — Programmatically record new donations, pledges, and recurring gifts with associated amounts and dates
- Fundraising Audit — Query active appeals, campaigns, and funds to monitor your fundraising efforts and allocations
- Onboarding Automation — Create new donor records and update existing contact information seamlessly
- Database Discovery — List all available organizational funds and campaign structures to map your financial logic
The Little Green Light MCP Server exposes 9 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Little Green Light to OpenAI Agents SDK via MCP
Follow these steps to integrate the Little Green Light MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 9 tools from Little Green Light
Why Use OpenAI Agents SDK with the Little Green Light MCP Server
OpenAI Agents SDK provides unique advantages when paired with Little Green Light through the Model Context Protocol.
Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Little Green Light + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Little Green Light MCP Server delivers measurable value.
Automated workflows: build agents that query Little Green Light, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Little Green Light, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Little Green Light tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Little Green Light to resolve tickets, look up records, and update statuses without human intervention
Little Green Light MCP Tools for OpenAI Agents SDK (9)
These 9 tools become available when you connect Little Green Light to OpenAI Agents SDK via MCP:
create_new_donor
Requires first_name, last_name, or org_name. Create a new donor constituent
get_donor_details
Get details for a specific constituent
get_gift_details
Get details for a specific gift
list_donation_gifts
List recorded gifts and donations
list_donor_constituents
List donor constituents
list_fundraising_appeals
List active fundraising appeals
list_fundraising_campaigns
List fundraising campaigns
list_organizational_funds
List available organizational funds
record_new_donation
Requires constituent_id, amount, and gift_date. Record a new donation gift
Example Prompts for Little Green Light in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Little Green Light immediately.
"List all constituents in my Little Green Light account."
"Record a new donation of $100.00 for constituent ID '12345' dated today."
"Show active fundraising appeals."
Troubleshooting Little Green Light MCP Server with OpenAI Agents SDK
Common issues when connecting Little Green Light to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Little Green Light + OpenAI Agents SDK FAQ
Common questions about integrating Little Green Light MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Little Green Light 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 Little Green Light to OpenAI Agents SDK
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.