Can I publish images and videos through my agent?

Yes. When using the `create_post` tool, you can provide a JSON array of public URLs for your media files. Ayrshare will automatically process and attach them to your social media posts.

How do I schedule a post for a specific time?

Use the `schedule_post` tool and provide an ISO 8601 date string (e.g., 2026-05-01T14:00:00Z) in the `scheduleDate` parameter. Your agent will confirm the scheduled time across all requested platforms.

Can I see how many people engaged with my post?

Absolutely. Use the `get_post_analytics` tool with the Post ID to retrieve real-time stats such as likes, retweets, shares, and impressions directly in your chat interface.

Ayrshare MCP Server for Pydantic AI 12 tools — connect in under 2 minutes

Name: Ayrshare
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 12 Tools SDK

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

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 Ayrshare "
            "(12 tools)."
        ),
    )

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

asyncio.run(main())

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 Ayrshare MCP Server

Empower your AI agent to orchestrate your entire social media presence with Ayrshare, the powerful automation engine for modern brands. By connecting Ayrshare to your agent, you transform complex multi-platform publishing into a natural conversation. Your agent can instantly publish posts across Twitter, Facebook, Instagram, and LinkedIn, schedule content for optimal reach, audit engagement analytics, and even manage multiple user profiles without you ever opening a browser tab. Whether you're a content creator or a social media manager, your agent acts as a direct bridge to your social networks, ensuring your brand stays active and data-driven.

Pydantic AI validates every Ayrshare tool response against typed schemas, catching data inconsistencies at build time. Connect 12 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

Multi-Platform Publishing — Publish posts immediately to multiple social networks including text and media attachments via natural language.
Content Scheduling — Schedule future posts with precision timestamps or manage auto-schedule queues for consistent presence.
Engagement Analytics — Retrieve detailed engagement metrics for specific posts or get high-level social profile analytics.
Profile Management — Create, list, and manage different user profiles to organize content across various brands or clients.
History Auditing — Audit your post history to track statuses (Success, Pending, Error) and verify delivery across all channels.

The Ayrshare MCP Server exposes 12 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Ayrshare to Pydantic AI via MCP

Follow these steps to integrate the Ayrshare MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

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

Explore tools

The agent discovers 12 tools from Ayrshare with type-safe schemas

Why Use Pydantic AI with the Ayrshare MCP Server

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

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

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

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

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

Ayrshare + Pydantic AI Use Cases

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

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

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

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

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

Ayrshare MCP Tools for Pydantic AI (12)

These 12 tools become available when you connect Ayrshare to Pydantic AI via MCP:

create_post

Publish a post immediately to social media platforms

create_profile

Create a new user profile

delete_auto_schedule

Delete auto-schedule for a platform

delete_profile

Delete a user profile

get_account_check

Verify Ayrshare connection

get_post_analytics

Get engagement statistics for a specific post

get_social_analytics

Get profile-level analytics for a specific social network

list_auto_schedules

List all auto-schedule settings

list_history

List history of posts

list_profiles

List all user profiles

schedule_post

Schedule a post for a future date

set_auto_schedule

Set auto-schedule times for a platform

Example Prompts for Ayrshare in Pydantic AI

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

"Publish 'Hello World!' to Twitter and Facebook immediately."

"Schedule a post for next Monday at 10 AM: 'Join our webinar!' with the image https://example.com/webinar.png"

"Show me the analytics for my last Instagram post."

Troubleshooting Ayrshare MCP Server with Pydantic AI

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

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Ayrshare + Pydantic AI FAQ

Common questions about integrating Ayrshare MCP Server with Pydantic AI.

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.

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.

Can I switch LLM providers without changing MCP code?

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