Candid (GuideStar) MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Candid (GuideStar) through 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="Candid (GuideStar) Assistant",
instructions=(
"You help users interact with Candid (GuideStar). "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Candid (GuideStar)"
)
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 Candid (GuideStar) MCP Server
Connect your Candid (formerly GuideStar) account to any AI agent and orchestrate your non-profit research, due diligence, and philanthropic data workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from Candid (GuideStar) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Candid (GuideStar), another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Organization Oversight — Search for non-profits by name, location, or NTEE code and retrieve basic metadata using the Essentials API.
- Deep-Dive Profiles — Access comprehensive data (Premier tier) including mission statements, leadership, and detailed financials.
- Charity Compliance — Verify IRS tax-exempt status and eligibility to receive tax-deductible contributions using the Charity Check tool.
- Financial Auditing — Retrieve detailed financial records and IRS Form 990 data straight from your workspace.
- Demographics Analysis — Access diversity, equity, and inclusion (DEI) data for organizations to inform your philanthropic strategy.
- Organization Discovery — Use the EIN (Employer Identification Number) as a primary key to fetch 760+ data fields for individual entities.
The Candid (GuideStar) MCP Server exposes 10 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 Candid (GuideStar) to OpenAI Agents SDK via MCP
Follow these steps to integrate the Candid (GuideStar) 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 10 tools from Candid (GuideStar)
Why Use OpenAI Agents SDK with the Candid (GuideStar) MCP Server
OpenAI Agents SDK provides unique advantages when paired with Candid (GuideStar) 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
Candid (GuideStar) + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Candid (GuideStar) MCP Server delivers measurable value.
Automated workflows: build agents that query Candid (GuideStar), process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Candid (GuideStar), another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Candid (GuideStar) tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Candid (GuideStar) to resolve tickets, look up records, and update statuses without human intervention
Candid (GuideStar) MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Candid (GuideStar) to OpenAI Agents SDK via MCP:
get_charity_check_pdf
Generate a PDF report for compliance record-keeping
get_demographics
Get DEI data for a nonprofit
get_grant_details
Get specific details for a grant
get_nonprofit_eligibility
Verify nonprofit eligibility for specific donation platforms
get_nonprofit_essentials
Get core details for a nonprofit by EIN
get_nonprofit_news
Get real-time social sector news related to a nonprofit
get_nonprofit_premier
Get comprehensive deep-dive data for a nonprofit by EIN
search_grants
Search for grants awarded by foundations
search_nonprofits
Search for nonprofits using filters
verify_charity_status
Verify an organization's eligibility to receive tax-deductible contributions
Example Prompts for Candid (GuideStar) in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Candid (GuideStar) immediately.
"Search for non-profits in 'Miami' with the name 'Red Cross'."
"Get detailed financial info for EIN 13-162xxxx."
"Verify the charity status for EIN 52-153xxxx."
Troubleshooting Candid (GuideStar) MCP Server with OpenAI Agents SDK
Common issues when connecting Candid (GuideStar) to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Candid (GuideStar) + OpenAI Agents SDK FAQ
Common questions about integrating Candid (GuideStar) 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 Candid (GuideStar) 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 Candid (GuideStar) to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
