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
Ashby is a modern applicant tracking system (ATS) and recruiting platform that helps companies manage their hiring process. This connector provides access to candidates, applications, jobs, departments, locations, users, job postings, sources, archive reasons, candidate tags, custom fields, and feedback form definitions.
CRM
Sales Analytics
Customer Data
Version Information
Package version
0.1.7
Connector version
0.1.2
SDK commit
cb4380e76ac5cbc67b9089f94522be1bbe9f8d73
Support Open Source
Check us out on Github and join the Airbyte community
Installation & Usage
1
Install Package
Using uv or pip
bash
uv pip install airbyte-agent-ashby
2
Import
Initialize and use
python
from airbyte_agent_ashby import AshbyConnector
from airbyte_agent_ashby.models import AshbyAuthConfig
connector = AshbyConnector(
auth_config=AshbyAuthConfig(
api_key="<Your Ashby API key>"
)
)3
Tool
Add tools to your agent
python
@agent.tool_plain # assumes you're using Pydantic AI
@AshbyConnector.tool_utils
async def ashby_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| Candidates | [List](./REFERENCE.md#candidates-list), [Get](./REFERENCE.md#candidates-get) |\n| Applications | [List](./REFERENCE.md#applications-list), [Get](./REFERENCE.md#applications-get) |\n| Jobs | [List](./REFERENCE.md#jobs-list), [Get](./REFERENCE.md#jobs-get) |\n| Departments | [List](./REFERENCE.md#departments-list), [Get](./REFERENCE.md#departments-get) |\n| Locations | [List](./REFERENCE.md#locations-list), [Get](./REFERENCE.md#locations-get) |\n| Users | [List](./REFERENCE.md#users-list), [Get](./REFERENCE.md#users-get) |\n| Job Postings | [List](./REFERENCE.md#job-postings-list), [Get](./REFERENCE.md#job-postings-get) |\n| Sources | [List](./REFERENCE.md#sources-list) |\n| Archive Reasons | [List](./REFERENCE.md#archive-reasons-list) |\n| Candidate Tags | [List](./REFERENCE.md#candidate-tags-list) |\n| Custom Fields | [List](./REFERENCE.md#custom-fields-list) |\n| Feedback Form Definitions | [List](./REFERENCE.md#feedback-form-definitions-list) |
Example Prompts
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List all open jobs - Show me all candidates - List recent applications - List all departments - Show me all job postings - List all users in the organization - Show me candidates who applied last month - What are the top sources for job applications? - Compare the number of applications across different departments - Find candidates with multiple applications - Summarize the candidate pipeline for our latest job posting - Find the most active departments in recruiting this month
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.
The Ashby connector supports API key authentication in open source mode, where you provide your Ashby API key directly. In hosted mode, credentials are stored securely in Airbyte Cloud and you authenticate using your Airbyte client ID, client secret, customer name, and optional organization ID.
Can I use this connector with any AI agent framework?
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?
Currently, the Ashby connector focuses on read operations only (List and Get actions). Write operations such as creating job postings, scheduling interviews, updating application statuses, deleting candidate profiles, or sending offer letters are not supported at this time.
How is this different from the Airbyte data connector?
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?
The hosted version with secure credential storage through Airbyte Cloud is already available. See the hosted usage section in the documentation for setup instructions.
