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Ashby MCP Server for Pydantic AIGive Pydantic AI instant access to 10 tools to Create Ashby Candidate, Get Ashby Application, Get Ashby Candidate, and more

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Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Ashby through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Ask AI about this MCP Server for Pydantic AI

The Ashby MCP Server for Pydantic AI is a standout in the Productivity category — giving your AI agent 10 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to Ashby "
            "(10 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in Ashby?"
    )
    print(result.data)

asyncio.run(main())
Ashby
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
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 Ashby MCP Server

Connect your Ashby account to any AI agent and take full control of your recruiting pipeline and candidate experience through natural conversation.

Pydantic AI validates every Ashby tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

  • Candidate Orchestration — List and manage candidate profiles programmatically, including creating new records and retrieving high-fidelity profile metadata
  • Application Lifecycle Management — Monitor job applications and retrieve detailed status metrics for specific candidates to coordinate your hiring funnel in real-time
  • Interview Intelligence — Access scheduled interviews and retrieve submitted high-fidelity feedback reports to summarize performance and sentiment
  • Job & Department Visibility — Retrieve complete directories of open jobs, departments, and hiring managers to maintain a perfectly coordinated organizational view
  • User & Location Monitoring — Access your internal recruiter directory and physical office locations directly through your agent for instant operational reporting

The Ashby MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 10 Ashby tools available for Pydantic AI

When Pydantic AI connects to Ashby through Vinkius, your AI agent gets direct access to every tool listed below — spanning applicant-tracking, talent-acquisition, hiring-pipeline, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

create

Create ashby candidate on Ashby

Create candidate

get

Get ashby application on Ashby

Get application details

get

Get ashby candidate on Ashby

Get candidate details

get

Get ashby job on Ashby

Get job details

list

List ashby applications on Ashby

List applications

list

List ashby candidates on Ashby

List candidates

list

List ashby feedback on Ashby

List feedback

list

List ashby interviews on Ashby

List interviews

list

List ashby jobs on Ashby

List jobs

list

List ashby users on Ashby

List users

Connect Ashby to Pydantic AI via MCP

Follow these steps to wire Ashby into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install Pydantic AI

Run pip install pydantic-ai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 10 tools from Ashby with type-safe schemas

Why Use Pydantic AI with the Ashby MCP Server

Pydantic AI provides unique advantages when paired with Ashby through the Model Context Protocol.

01

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

02

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Ashby integration code

03

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

04

Dependency injection system cleanly separates your Ashby connection logic from agent behavior for testable, maintainable code

Ashby + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the Ashby MCP Server delivers measurable value.

01

Type-safe data pipelines: query Ashby with guaranteed response schemas, feeding validated data into downstream processing

02

API orchestration: chain multiple Ashby tool calls with Pydantic validation at each step to ensure data integrity end-to-end

03

Production monitoring: build validated alert agents that query Ashby and output structured, schema-compliant notifications

04

Testing and QA: use Pydantic AI's dependency injection to mock Ashby responses and write comprehensive agent tests

Example Prompts for Ashby in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with Ashby immediately.

01

"List all active candidates in my Ashby recruiting pipeline."

02

"Show the latest interview feedback for candidate ID 'cand_123'."

03

"Create a new candidate profile for 'Jane Smith' (jane@example.com)."

Troubleshooting Ashby MCP Server with Pydantic AI

Common issues when connecting Ashby to Pydantic AI through Vinkius, and how to resolve them.

01

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Ashby + Pydantic AI FAQ

Common questions about integrating Ashby MCP Server with Pydantic AI.

01

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
02

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
03

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your Ashby MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.

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