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Candid (GuideStar) MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools SDK

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.

Vinkius supports streamable HTTP and SSE.

python
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())
Candid (GuideStar)
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

03

Run the script

Save the code above and run it: python agent.py

04

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.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

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.

01

Automated workflows: build agents that query Candid (GuideStar), process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Candid (GuideStar), another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Candid (GuideStar) tools and transform it with OpenAI models in a single async loop

04

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:

01

get_charity_check_pdf

Generate a PDF report for compliance record-keeping

02

get_demographics

Get DEI data for a nonprofit

03

get_grant_details

Get specific details for a grant

04

get_nonprofit_eligibility

Verify nonprofit eligibility for specific donation platforms

05

get_nonprofit_essentials

Get core details for a nonprofit by EIN

06

get_nonprofit_news

Get real-time social sector news related to a nonprofit

07

get_nonprofit_premier

Get comprehensive deep-dive data for a nonprofit by EIN

08

search_grants

Search for grants awarded by foundations

09

search_nonprofits

Search for nonprofits using filters

10

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.

01

"Search for non-profits in 'Miami' with the name 'Red Cross'."

02

"Get detailed financial info for EIN 13-162xxxx."

03

"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.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Candid (GuideStar) + OpenAI Agents SDK FAQ

Common questions about integrating Candid (GuideStar) MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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.