# How to integrate Accredible certificates MCP with OpenAI Agents SDK

```json
{
  "title": "How to integrate Accredible certificates MCP with OpenAI Agents SDK",
  "toolkit": "Accredible certificates",
  "toolkit_slug": "accredible_certificates",
  "framework": "OpenAI Agents SDK",
  "framework_slug": "open-ai-agents-sdk",
  "url": "https://composio.dev/toolkits/accredible_certificates/framework/open-ai-agents-sdk",
  "markdown_url": "https://composio.dev/toolkits/accredible_certificates/framework/open-ai-agents-sdk.md",
  "updated_at": "2026-05-06T07:59:08.032Z"
}
```

## Introduction

This guide walks you through connecting Accredible certificates to the OpenAI Agents SDK using the Composio tool router. By the end, you'll have a working Accredible certificates agent that can bulk create certificates for this course, download pdfs for recent issued credentials, list all available certificate templates through natural language commands.
This guide will help you understand how to give your OpenAI Agents SDK agent real control over a Accredible certificates account through Composio's Accredible certificates MCP server.
Before we dive in, let's take a quick look at the key ideas and tools involved.

## Also integrate Accredible certificates with

- [Claude Agent SDK](https://composio.dev/toolkits/accredible_certificates/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/accredible_certificates/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/accredible_certificates/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/accredible_certificates/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/accredible_certificates/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/accredible_certificates/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/accredible_certificates/framework/cli)
- [Google ADK](https://composio.dev/toolkits/accredible_certificates/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/accredible_certificates/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/accredible_certificates/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/accredible_certificates/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/accredible_certificates/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/accredible_certificates/framework/crew-ai)

## TL;DR

Here's what you'll learn:
- Get and set up your OpenAI and Composio API keys
- Install the necessary dependencies
- Initialize Composio and create a Tool Router session for Accredible certificates
- Configure an AI agent that can use Accredible certificates as a tool
- Run a live chat session where you can ask the agent to perform Accredible certificates operations

## What is OpenAI Agents SDK?

The OpenAI Agents SDK is a lightweight framework for building AI agents that can use tools and maintain conversation state. It provides a simple interface for creating agents with hosted MCP tool support.
Key features include:
- Hosted MCP Tools: Connect to external services through hosted MCP endpoints
- SQLite Sessions: Persist conversation history across interactions
- Simple API: Clean interface with Agent, Runner, and tool configuration
- Streaming Support: Real-time response streaming for interactive applications

## What is the Accredible certificates MCP server, and what's possible with it?

The Accredible certificates MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Accredible certificates account. It provides structured and secure access to your digital credentials platform, so your agent can perform actions like issuing certificates, managing groups, generating PDFs, and organizing templates on your behalf.
- Bulk credential creation and issuance: Let your agent create and issue batches of digital certificates or badges to multiple recipients in one go.
- Automated group and collection management: Effortlessly create, clone, or delete groups and collections to organize recipients and credentials based on your programs or courses.
- Credential evidence and reference handling: Add or remove evidence items or references to credentials, supporting richer documentation and verification for each certificate.
- PDF certificate generation and export: Quickly generate and download PDF copies of credentials, individually or in bulk, for easy offline distribution or archiving.
- Template listing and selection: Retrieve and browse all available certificate templates, so your agent can help you pick or preview designs for new credentials.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `ACCREDIBLE_CERTIFICATES_BULK_CREATE_CREDENTIALS_V2` | Bulk Create Credentials (V2) | Tool to bulk create credentials. use when batching up to 30 credentials in one call; supports multi-status (207) responses. |
| `ACCREDIBLE_CERTIFICATES_CLONE_GROUP` | Clone Group | Tool to clone an existing group. use after confirming the source group exists and you need a copy with optional overrides. |
| `ACCREDIBLE_CERTIFICATES_CREATE_COLLECTION` | Create Collection | Tool to create a new collection. use when you need a curated set of groups. |
| `ACCREDIBLE_CERTIFICATES_CREATE_EVIDENCE_ITEM` | Create Evidence Item | Tool to create a new evidence item for a credential. use after confirming credential id. |
| `ACCREDIBLE_CERTIFICATES_CREATE_GROUP` | Create Group | Tool to create a new group. use after gathering all group details. |
| `ACCREDIBLE_CERTIFICATES_DELETE_CREDENTIAL` | Delete Credential | Tool to delete a credential. use after confirming you want to permanently remove an existing credential. executes delete on /credentials/{credential id} endpoint and returns status code. |
| `ACCREDIBLE_CERTIFICATES_DELETE_GROUP` | Delete Group | Tool to delete a group. use after confirming no credentials remain and when you need to permanently remove the group. |
| `ACCREDIBLE_CERTIFICATES_DELETE_REFERENCE` | Delete Reference | Tool to delete a specific reference by id. use after confirming both credential id and reference id. example: "delete reference 1234 from credential 'abc123'." |
| `ACCREDIBLE_CERTIFICATES_GENERATE_PD_FS_FOR_CREDENTIALS` | Generate PDFs for Credentials | Tool to generate pdfs for multiple credentials. use when you need to batch-download a zip archive of certificate pdfs for a list of published credential ids. example: "generate pdfs for credentials [10000005, 10272642]". |
| `ACCREDIBLE_CERTIFICATES_LIST_TEMPLATES` | List Templates | Tool to retrieve a list of all templates. use after authentication to fetch paginated certificate templates. |
| `ACCREDIBLE_CERTIFICATES_SEARCH_COLLECTIONS` | Search Collections | Tool to search for collections. use when you need to filter collections by ids, name, or public flag and paginate through results. e.g., "search for public collections named 'abc' on page 2." |
| `ACCREDIBLE_CERTIFICATES_UPDATE_GROUP` | Update Group | Tool to update an existing group. use when you need to modify group details after fetching its current data. |
| `ACCREDIBLE_CERTIFICATES_UPDATE_REFERENCE` | Update Reference | Tool to update a reference by id. use when you need to modify a reference's details for a credential. use after retrieving the reference id to change comments or relationship. |
| `ACCREDIBLE_CERTIFICATES_VIEW_ALL_SKILL_CATEGORIES` | View All Skill Categories | Tool to retrieve all skill categories. use when you need to list all available skill categories (e.g., to link them to groups). |

## Supported Triggers

None listed.

## Creating MCP Server - Stand-alone vs Composio SDK

The Accredible certificates MCP server is an implementation of the Model Context Protocol that connects your AI agent to Accredible certificates. It provides structured and secure access so your agent can perform Accredible certificates operations on your behalf through a secure, permission-based interface.
With Composio's managed implementation, you don't have to create your own developer app. For production, if you're building an end product, we recommend using your own credentials. The managed server helps you prototype fast and go from 0-1 faster.

## Step-by-step Guide

### 1. Prerequisites

Before starting, make sure you have:
- Composio API Key and OpenAI API Key
- Primary know-how of OpenAI Agents SDK
- A live Accredible certificates project
- Some knowledge of Python or Typescript

### 1. Getting API Keys for OpenAI and Composio

OpenAI API Key
- Go to the [OpenAI dashboard](https://platform.openai.com/settings/organization/api-keys) and create an API key. You'll need credits to use the models, or you can connect to another model provider.
- Keep the API key safe.
Composio API Key
- Log in to the [Composio dashboard](https://dashboard.composio.dev?utm_source=toolkits&utm_medium=framework_docs).
- Go to Settings and copy your API key.

### 2. Install dependencies

Install the Composio SDK and the OpenAI Agents SDK.
```python
pip install composio_openai_agents openai-agents python-dotenv
```

```typescript
npm install @composio/openai-agents @openai/agents dotenv
```

### 3. Set up environment variables

Create a .env file and add your OpenAI and Composio API keys.
```bash
OPENAI_API_KEY=sk-...your-api-key
COMPOSIO_API_KEY=your-api-key
USER_ID=composio_user@gmail.com
```

### 4. Import dependencies

What's happening:
- You're importing all necessary libraries.
- The Composio and OpenAIAgentsProvider classes are imported to connect your OpenAI agent to Composio tools like Accredible certificates.
```python
import asyncio
import os
from dotenv import load_dotenv

from composio import Composio
from composio_openai_agents import OpenAIAgentsProvider
from agents import Agent, Runner, HostedMCPTool, SQLiteSession
```

```typescript
import 'dotenv/config';
import { Composio } from '@composio/core';
import { OpenAIAgentsProvider } from '@composio/openai-agents';
import { Agent, hostedMcpTool, run, OpenAIConversationsSession } from '@openai/agents';
import * as readline from 'readline';
```

### 5. Set up the Composio instance

No description provided.
```python
load_dotenv()

api_key = os.getenv("COMPOSIO_API_KEY")
user_id = os.getenv("USER_ID")

if not api_key:
    raise RuntimeError("COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key")

# Initialize Composio
composio = Composio(api_key=api_key, provider=OpenAIAgentsProvider())
```

```typescript
dotenv.config();

const composioApiKey = process.env.COMPOSIO_API_KEY;
const userId = process.env.USER_ID;

if (!composioApiKey) {
  throw new Error('COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key');
}
if (!userId) {
  throw new Error('USER_ID is not set');
}

// Initialize Composio
const composio = new Composio({
  apiKey: composioApiKey,
  provider: new OpenAIAgentsProvider(),
});
```

### 6. Create a Tool Router session

What is happening:
- You give the Tool Router the user id and the toolkits you want available. Here, it is only accredible_certificates.
- The router checks the user's Accredible certificates connection and prepares the MCP endpoint.
- The returned session.mcp.url is the MCP URL that your agent will use to access Accredible certificates.
- This approach keeps things lightweight and lets the agent request Accredible certificates tools only when needed during the conversation.
```python
# Create a Accredible certificates Tool Router session
session = composio.create(
    user_id=user_id,
    toolkits=["accredible_certificates"]
)

mcp_url = session.mcp.url
```

```typescript
// Create Tool Router session for Accredible certificates
const session = await composio.create(userId as string, {
  toolkits: ['accredible_certificates'],
});
const mcpUrl = session.mcp.url;
```

### 7. Configure the agent

No description provided.
```python
# Configure agent with MCP tool
agent = Agent(
    name="Assistant",
    model="gpt-5",
    instructions=(
        "You are a helpful assistant that can access Accredible certificates. "
        "Help users perform Accredible certificates operations through natural language."
    ),
    tools=[
        HostedMCPTool(
            tool_config={
                "type": "mcp",
                "server_label": "tool_router",
                "server_url": mcp_url,
                "headers": {"x-api-key": api_key},
                "require_approval": "never",
            }
        )
    ],
)
```

```typescript
// Configure agent with MCP tool
const agent = new Agent({
  name: 'Assistant',
  model: 'gpt-5',
  instructions:
    'You are a helpful assistant that can access Accredible certificates. Help users perform Accredible certificates operations through natural language.',
  tools: [
    hostedMcpTool({
      serverLabel: 'tool_router',
      serverUrl: mcpUrl,
      headers: { 'x-api-key': composioApiKey },
      requireApproval: 'never',
    }),
  ],
});
```

### 8. Start chat loop and handle conversation

No description provided.
```python
print("\nComposio Tool Router session created.")

chat_session = SQLiteSession("conversation_openai_toolrouter")

print("\nChat started. Type your requests below.")
print("Commands: 'exit', 'quit', or 'q' to end\n")

async def main():
    try:
        result = await Runner.run(
            agent,
            "What can you help me with?",
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")
    except Exception as e:
        print(f"Error: {e}\n")

    while True:
        user_input = input("You: ").strip()
        if user_input.lower() in {"exit", "quit", "q"}:
            print("Goodbye!")
            break

        result = await Runner.run(
            agent,
            user_input,
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")

asyncio.run(main())
```

```typescript
// Keep conversation state across turns
const conversationSession = new OpenAIConversationsSession();

// Simple CLI
const rl = readline.createInterface({
  input: process.stdin,
  output: process.stdout,
  prompt: 'You: ',
});

console.log('\nComposio Tool Router session created.');
console.log('\nChat started. Type your requests below.');
console.log("Commands: 'exit', 'quit', or 'q' to end\n");

try {
  const first = await run(agent, 'What can you help me with?', { session: conversationSession });
  console.log(`Assistant: ${first.finalOutput}\n`);
} catch (e) {
  console.error('Error:', e instanceof Error ? e.message : e, '\n');
}

rl.prompt();

rl.on('line', async (userInput) => {
  const text = userInput.trim();

  if (['exit', 'quit', 'q'].includes(text.toLowerCase())) {
    console.log('Goodbye!');
    rl.close();
    process.exit(0);
  }

  if (!text) {
    rl.prompt();
    return;
  }

  try {
    const result = await run(agent, text, { session: conversationSession });
    console.log(`\nAssistant: ${result.finalOutput}\n`);
  } catch (e) {
    console.error('Error:', e instanceof Error ? e.message : e, '\n');
  }

  rl.prompt();
});

rl.on('close', () => {
  console.log('\n👋 Session ended.');
  process.exit(0);
});
```

## Complete Code

```python
import asyncio
import os
from dotenv import load_dotenv

from composio import Composio
from composio_openai_agents import OpenAIAgentsProvider
from agents import Agent, Runner, HostedMCPTool, SQLiteSession

load_dotenv()

api_key = os.getenv("COMPOSIO_API_KEY")
user_id = os.getenv("USER_ID")

if not api_key:
    raise RuntimeError("COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key")

# Initialize Composio
composio = Composio(api_key=api_key, provider=OpenAIAgentsProvider())

# Create Tool Router session
session = composio.create(
    user_id=user_id,
    toolkits=["accredible_certificates"]
)
mcp_url = session.mcp.url

# Configure agent with MCP tool
agent = Agent(
    name="Assistant",
    model="gpt-5",
    instructions=(
        "You are a helpful assistant that can access Accredible certificates. "
        "Help users perform Accredible certificates operations through natural language."
    ),
    tools=[
        HostedMCPTool(
            tool_config={
                "type": "mcp",
                "server_label": "tool_router",
                "server_url": mcp_url,
                "headers": {"x-api-key": api_key},
                "require_approval": "never",
            }
        )
    ],
)

print("\nComposio Tool Router session created.")

chat_session = SQLiteSession("conversation_openai_toolrouter")

print("\nChat started. Type your requests below.")
print("Commands: 'exit', 'quit', or 'q' to end\n")

async def main():
    try:
        result = await Runner.run(
            agent,
            "What can you help me with?",
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")
    except Exception as e:
        print(f"Error: {e}\n")

    while True:
        user_input = input("You: ").strip()
        if user_input.lower() in {"exit", "quit", "q"}:
            print("Goodbye!")
            break

        result = await Runner.run(
            agent,
            user_input,
            session=chat_session
        )
        print(f"Assistant: {result.final_output}\n")

asyncio.run(main())
```

```typescript
import 'dotenv/config';
import { Composio } from '@composio/core';
import { OpenAIAgentsProvider } from '@composio/openai-agents';
import { Agent, hostedMcpTool, run, OpenAIConversationsSession } from '@openai/agents';
import * as readline from 'readline';

const composioApiKey = process.env.COMPOSIO_API_KEY;
const userId = process.env.USER_ID;

if (!composioApiKey) {
  throw new Error('COMPOSIO_API_KEY is not set. Create a .env file with COMPOSIO_API_KEY=your_key');
}
if (!userId) {
  throw new Error('USER_ID is not set');
}

// Initialize Composio
const composio = new Composio({
  apiKey: composioApiKey,
  provider: new OpenAIAgentsProvider(),
});

async function main() {
  // Create Tool Router session
  const session = await composio.create(userId as string, {
    toolkits: ['accredible_certificates'],
  });
  const mcpUrl = session.mcp.url;

  // Configure agent with MCP tool
  const agent = new Agent({
    name: 'Assistant',
    model: 'gpt-5',
    instructions:
      'You are a helpful assistant that can access Accredible certificates. Help users perform Accredible certificates operations through natural language.',
    tools: [
      hostedMcpTool({
        serverLabel: 'tool_router',
        serverUrl: mcpUrl,
        headers: { 'x-api-key': composioApiKey },
        requireApproval: 'never',
      }),
    ],
  });

  // Keep conversation state across turns
  const conversationSession = new OpenAIConversationsSession();

  // Simple CLI
  const rl = readline.createInterface({
    input: process.stdin,
    output: process.stdout,
    prompt: 'You: ',
  });

  console.log('\nComposio Tool Router session created.');
  console.log('\nChat started. Type your requests below.');
  console.log("Commands: 'exit', 'quit', or 'q' to end\n");

  try {
    const first = await run(agent, 'What can you help me with?', { session: conversationSession });
    console.log(`Assistant: ${first.finalOutput}\n`);
  } catch (e) {
    console.error('Error:', e instanceof Error ? e.message : e, '\n');
  }

  rl.prompt();

  rl.on('line', async (userInput) => {
    const text = userInput.trim();

    if (['exit', 'quit', 'q'].includes(text.toLowerCase())) {
      console.log('Goodbye!');
      rl.close();
      process.exit(0);
    }

    if (!text) {
      rl.prompt();
      return;
    }

    try {
      const result = await run(agent, text, { session: conversationSession });
      console.log(`\nAssistant: ${result.finalOutput}\n`);
    } catch (e) {
      console.error('Error:', e instanceof Error ? e.message : e, '\n');
    }

    rl.prompt();
  });

  rl.on('close', () => {
    console.log('\nSession ended.');
    process.exit(0);
  });
}

main().catch((err) => {
  console.error('Fatal error:', err);
  process.exit(1);
});
```

## Conclusion

This was a starter code for integrating Accredible certificates MCP with OpenAI Agents SDK to build a functional AI agent that can interact with Accredible certificates.
Key features:
- Hosted MCP tool integration through Composio's Tool Router
- SQLite session persistence for conversation history
- Simple async chat loop for interactive testing
You can extend this by adding more toolkits, implementing custom business logic, or building a web interface around the agent.

## How to build Accredible certificates MCP Agent with another framework

- [Claude Agent SDK](https://composio.dev/toolkits/accredible_certificates/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/accredible_certificates/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/accredible_certificates/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/accredible_certificates/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/accredible_certificates/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/accredible_certificates/framework/hermes-agent)
- [CLI](https://composio.dev/toolkits/accredible_certificates/framework/cli)
- [Google ADK](https://composio.dev/toolkits/accredible_certificates/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/accredible_certificates/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/accredible_certificates/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/accredible_certificates/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/accredible_certificates/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/accredible_certificates/framework/crew-ai)

## Related Toolkits

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- [Google Classroom](https://composio.dev/toolkits/google_classroom) - Google Classroom is a free web service for educators and students to manage assignments and communication. It streamlines classroom collaboration and grading, making teaching simpler and more connected.
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- [Memberspot](https://composio.dev/toolkits/memberspot) - Memberspot is an online course and video-hosting platform for business learning. It helps teams manage, deliver, and track knowledge efficiently.
- [Membervault](https://composio.dev/toolkits/membervault) - Membervault is a platform for hosting courses, memberships, and digital products in one place. It helps you build stronger relationships with your audience by centralizing digital offers and customer engagement.
- [Gmail](https://composio.dev/toolkits/gmail) - Gmail is Google's email service with powerful spam protection, search, and G Suite integration. It keeps your inbox organized and makes communication fast and reliable.
- [Google Calendar](https://composio.dev/toolkits/googlecalendar) - Google Calendar is a time management service for scheduling meetings, events, and reminders. It streamlines personal and team organization with integrated notifications and sharing options.
- [Google Drive](https://composio.dev/toolkits/googledrive) - Google Drive is a cloud storage platform for uploading, sharing, and collaborating on files. It's perfect for keeping your documents accessible and organized across devices.
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- [Twitter](https://composio.dev/toolkits/twitter) - Twitter is a social media platform for sharing real-time updates, conversations, and news. Stay connected, informed, and engaged with communities worldwide.
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- [Supabase](https://composio.dev/toolkits/supabase) - Supabase is an open-source backend platform offering scalable Postgres databases, authentication, storage, and real-time APIs. It lets developers build modern apps without managing infrastructure.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Accredible certificates MCP?

With a standalone Accredible certificates MCP server, the agents and LLMs can only access a fixed set of Accredible certificates tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Accredible certificates and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with OpenAI Agents SDK?

Yes, you can. OpenAI Agents SDK fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Accredible certificates tools.

### Can I manage the permissions and scopes for Accredible certificates while using Tool Router?

Yes, absolutely. You can configure which Accredible certificates scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

### How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Accredible certificates data and credentials are handled as safely as possible.

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