Give agents tools for secure, real-time access to fetch, search, write, and sync across every system, with replication, entity mapping, and auth built-in.
About this Connector
Facebook Marketing API connector for managing ad campaigns, ad sets, ads, creatives, and accessing performance insights. This connector provides read access to Facebook Ads Manager data for analytics and reporting purposes.
CRM
Sales Analytics
Customer Data
Version Information
Package version
0.1.2
Connector version
1.0.1
SDK commit
5b20f488dec0e8f29410823753106603c23a4b65
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Installation & Usage
1
Install Package
Using uv or pip
bash
uv pip install airbyte-agent-facebook-marketing
2
Import
Initialize and use
python
from airbyte_agent_facebook-marketing import FacebookMarketingConnector
from airbyte_agent_facebook_marketing.models import FacebookMarketingAuthConfig
connector = FacebookMarketingConnector(
auth_config=FacebookMarketingAuthConfig(
access_token="<Facebook Marketing API access token>",
account_id="<Facebook Ad Account ID (without the act_ prefix)>"
)
)3
Tool
Add tools to your agent
python
@agent.tool_plain # assumes you're using Pydantic AI
@FacebookMarketingConnector.tool_utils
async def facebook-marketing_execute(entity: str, action: str, params: dict | None = None):
return await connector.execute(entity, action, params or {})Supported Entities & Actions
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| Entity | Actions |\n|--------|---------|\n| Campaigns | [List](./REFERENCE.md#campaigns-list), [Get](./REFERENCE.md#campaigns-get) |\n| Ad Sets | [List](./REFERENCE.md#ad-sets-list), [Get](./REFERENCE.md#ad-sets-get) |\n| Ads | [List](./REFERENCE.md#ads-list), [Get](./REFERENCE.md#ads-get) |\n| Ad Creatives | [List](./REFERENCE.md#ad-creatives-list) |\n| Ads Insights | [List](./REFERENCE.md#ads-insights-list) |\n| Custom Conversions | [List](./REFERENCE.md#custom-conversions-list) |\n| Images | [List](./REFERENCE.md#images-list) |\n| Videos | [List](./REFERENCE.md#videos-list) |
Example Prompts
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List all active campaigns in my ad account - Show me the ad sets with the highest daily budget - What ads are currently running in campaign \{campaign_name\}? - Show me the performance insights for the last 7 days - Which campaigns have the most spend this month? - List all ad creatives in my account - What is the status of my campaigns? - Show me ads with the highest click-through rate - List all custom conversion events in my account - Show me all ad images in my account - What videos are available in my ad account?
Why Airbyte for AI Agents?
Built for production AI workloads with enterprise-grade reliability
Agent-Native Design
Structured, LLM-friendly schemas optimized for AI agent consumption with natural language query support.
Secure Authentication
Built-in OAuth 2.0 handling with automatic token refresh. No hard-coded credentials.
Production Ready
Battle-tested connectors with comprehensive error handling, logging, and retry logic.
Open Source
Fully open source under the MIT license. Contribute, customize, and extend freely.
Works with your favorite frameworks
🦜
LangChain
🦙
LlamaIndex
🤖
CrewAI
⚡
AutoGen
🧠
OpenAI Agents SDK
🔮
Claude Agents SDK
Frequently Asked Questions
Didn't find your answer? Please don't hesitate to reach out.
What authentication methods does the facebook-marketing connector support? The connector supports authentication via Facebook Marketing API access token along with your Facebook Ad Account ID (without the act_ prefix). These credentials can be provided directly in open source mode or stored securely through Airbyte Cloud in hosted mode.
Can I use this connector with any AI agent framework?
What AI agent frameworks is this connector compatible with? The connector is compatible with any Python-based AI agent framework including LangChain, LlamaIndex, CrewAI, Pydantic AI, and custom implementations.
Does this connector support write operations?
Does the facebook-marketing connector support write operations? Currently, the connector focuses on read operations for analytics and reporting purposes. Write operations such as creating campaigns, updating budgets, pausing ads, or deleting creatives are not supported at this time.
How is this different from the Airbyte data connector?
How is this different from traditional Airbyte connectors? Agent connectors are specifically designed for AI agents and LLM applications. They provide natural language interfaces, optimized response formats, and seamless integration with agent frameworks, unlike traditional ETL-focused connectors.
Will there be a platform for agent connectors?
When will the hosted version be available? The hosted version with secure credential storage through Airbyte Cloud is already available. See the hosted usage section in the documentation for setup instructions.
