# Abstract

```json
{
  "name": "Abstract",
  "slug": "abstract",
  "url": "https://composio.dev/toolkits/abstract",
  "markdown_url": "https://composio.dev/toolkits/abstract.md",
  "logo_url": "https://cdn.jsdelivr.net/gh/ComposioHQ/open-logos@master/icons/abstract_mega_20250722.png",
  "categories": [
    "data & analytics"
  ],
  "is_composio_managed": false,
  "updated_at": "2026-10-04T17:15:01.254Z"
}
```

![Abstract logo](https://cdn.jsdelivr.net/gh/ComposioHQ/open-logos@master/icons/abstract_mega_20250722.png)

## Description

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Abstract MCP or direct API to validate emails, enrich IP data, verify phone numbers, and process text content through natural language.

## Summary

Abstract provides a suite of APIs for automating data validation and enrichment tasks. It helps developers streamline workflows and ensure data quality with minimal effort.

## Categories

- data & analytics

## Toolkit Details

- Tools: 3

## Images

- Logo: https://cdn.jsdelivr.net/gh/ComposioHQ/open-logos@master/icons/abstract_mega_20250722.png

## Authentication

- **Api Key**
  - Type: `api_key`
  - Description: Api Key authentication for Abstract.
  - Setup:
    - Configure Api Key credentials for Abstract.
    - Use the credentials when creating an auth config in Composio.

## Suggested Prompts

- Check if this IBAN is valid
- Assess risk score for this email
- Validate if an email address is real
- Enrich email address with reputation data

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `ABSTRACT_EMAIL_REPUTATION_API` | Email validation and quality check | Validate email addresses and assess their deliverability and quality. Returns comprehensive validation data including format checks, disposable email detection, free provider identification, role-based email detection, MX records verification, and SMTP validation. Use this to verify email addresses before sending, filter out risky or low-quality emails, and improve email deliverability rates. |
| `ABSTRACT_GET_VAT_CATEGORIES` | Get VAT Categories | Tool to retrieve VAT rate categories for a specific country, including standard, reduced, and special VAT rates. Use when you need to determine applicable VAT rates for different product/service categories in a country. |
| `ABSTRACT_ABSTRACT_IBAN_VALIDATION_API` | Validate IBAN | Tool to validate the format and country code of an IBAN number. Use after collecting an IBAN to ensure it is correctly formatted. |

## Supported Triggers

None listed.

## Installation and MCP Setup

### Path 1: SDK Installation

#### Path 1, Step 1: Install Composio

Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
```python
pip install composio composio_openai openai
```

```typescript
npm install @composio/core @composio/openai openai
```

#### Path 1, Step 2: Create a Composio session

Initialize Composio with the OpenAI Responses provider and create a session scoped to Abstract
```python
import json
from openai import OpenAI
from composio import Composio
from composio_openai import OpenAIResponsesProvider

composio = Composio(provider=OpenAIResponsesProvider())
client = OpenAI()

session = composio.create(user_id="your-user-id", toolkits=["abstract"])
tools = session.tools()
```

```typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["abstract"] });
const tools = await session.tools();
```

#### Path 1, Step 3: Run Abstract tools with your agent

Send a request, execute the Abstract tool calls through the session, and print the final answer
```python
response = client.responses.create(
    model="gpt-5.6-sol",
    tools=tools,
    input=[{"role": "user", "content": "Check email reputation for sales@company.com"}],
)

while True:
    tool_calls = [o for o in response.output if o.type == "function_call"]
    if not tool_calls:
        break
    results = composio.provider.handle_tool_calls(response=response, session=session)
    response = client.responses.create(
        model="gpt-5.6-sol",
        tools=tools,
        previous_response_id=response.id,
        input=[
            {"type": "function_call_output", "call_id": call.call_id, "output": json.dumps(results[i])}
            for i, call in enumerate(tool_calls)
        ],
    )

print(response.output_text)
```

```typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "Check email reputation for sales@company.com" }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
```

### Path 2: MCP Server Setup

#### Path 2, Step 1: Install Composio

Install the Composio SDK and your agent framework
```python
pip install composio claude-agent-sdk
```

```typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
```

#### Path 2, Step 2: Create a session with MCP enabled

Create a session scoped to Abstract and read its MCP URL and headers
```python
from composio import Composio

composio = Composio()
session = composio.create(user_id="your-user-id", toolkits=["abstract"], mcp=True)
```

```typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["abstract"],
  mcp: true,
});
```

#### Path 2, Step 3: Connect your agent to the MCP server

Pass the session's MCP URL and headers to your agent and run a Abstract request
```python
import asyncio
from claude_agent_sdk import ClaudeSDKClient, ClaudeAgentOptions, AssistantMessage, TextBlock

options = ClaudeAgentOptions(
    mcp_servers={
        "composio": {
            "type": "http",
            "url": session.mcp.url,
            "headers": session.mcp.headers,
        }
    },
    system_prompt="You are a helpful assistant with access to Abstract tools.",
    tools=[],
    allowed_tools=["mcp__composio__*"],
)

async def main():
    async with ClaudeSDKClient(options=options) as client:
        await client.query("Check email reputation for sales@company.com")
        async for message in client.receive_response():
            if isinstance(message, AssistantMessage):
                for block in message.content:
                    if isinstance(block, TextBlock):
                        print(block.text)

asyncio.run(main())
```

```typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "Check email reputation for sales@company.com",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
```

## Why Use Composio?

### 1. AI Native Abstract Integration

- Supports both Abstract MCP and direct API based integrations
- Structured, LLM-friendly schemas for reliable tool execution
- Rich coverage for reading, writing, and querying your Abstract data

### 2. Managed Auth

- Built-in API key handling with secure storage
- Central place to manage, scope, and revoke Abstract access
- Per user and per environment credentials instead of hard-coded keys

### 3. Agent Optimized Design

- Tools are tuned using real error and success rates to improve reliability over time
- Comprehensive execution logs so you always know what ran, when, and on whose behalf

### 4. Enterprise Grade Security

- Fine-grained RBAC so you control which agents and users can access Abstract
- Scoped, least privilege access to Abstract resources
- Full audit trail of agent actions to support review and compliance

## Use Abstract with any AI Agent Framework

Choose a framework you want to connect Abstract with:

- [Claude Code](https://composio.dev/toolkits/abstract/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/abstract/framework/claude-cowork)
- [OpenAI Agents SDK](https://composio.dev/toolkits/abstract/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/abstract/framework/claude-agents-sdk)
- [Codex](https://composio.dev/toolkits/abstract/framework/codex)
- [OpenClaw](https://composio.dev/toolkits/abstract/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/abstract/framework/hermes-agent)
- [Atomic Agent](https://composio.dev/toolkits/abstract/framework/atomic-agent)
- [Google ADK](https://composio.dev/toolkits/abstract/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/abstract/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/abstract/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/abstract/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/abstract/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/abstract/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/abstract/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/abstract/framework/autogen)

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- [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots.
- [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches.
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- [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance.
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- [Bitquery](https://composio.dev/toolkits/bitquery) - Bitquery is a blockchain data platform offering indexed, real-time, and historical data from 40+ blockchains via GraphQL APIs. Get unified, reliable access to complex on-chain data for analytics, trading, and research.

## Frequently Asked Questions

### Do I need my own developer credentials to use Abstract with Composio?

Yes, Abstract requires you to configure your own API key. Once set up, Composio handles secure credential storage and API request handling for you.

### Can I use multiple toolkits together?

Yes! Composio's Tool Router enables agents to use multiple toolkits. [Learn more](https://docs.composio.dev/tool-router/overview).

### Is Composio secure?

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. [Learn more](https://trust.composio.dev).

### What if the API changes?

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)