How to Use the Ocoya Social Media MCP in Pydantic AI

Q: Is the MCP server setup different for Pydantic AI?

Use the MCPToolset class for a unified approach. It supports both SSE and HTTP transports, so you can connect to your Vinkius-hosted server with minimal configuration.

Type-safe social automation with Pydantic AI and Ocoya Social Media. Validate every API response before your agent takes action.

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Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers — Included with Plan

Connect Ocoya Social Media MCP to Pydantic AI

Create your Vinkius account to connect Ocoya Social Media to Pydantic AI — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

GDPR Included with Plan

Setup Ocoya Social Media with Pydantic AI

Ask AI about this MCP

ChatGPT

Claude

Perplexity Vinkius runs on Gemini

Gemini

Grok

Type-safe profile auditing with Pydantic AI

Your agent ensures data integrity by running `list_profiles` and `list_workspaces` through your defined schemas. If the API returns unexpected values, the agent fails immediately, preventing corrupted state. Using `get_profile` and `get_workspace`, your agent pulls specific metadata. Because you use Pydantic models, every field is validated at runtime, giving you total confidence in the data you receive.

Validated workflow management

Your agent monitors your campaign health by calling `list_automations`. It validates the response against your strict models, ensuring your agent understands the workflow state perfectly. When your agent calls `get_automation`, the response is parsed and verified. This prevents the silent failures that usually plague automation systems, as you catch format changes before they affect your logic.

Robust post handling

Your agent tracks content output by querying `list_posts` and validating the returned objects. It uses `get_post` to inspect individual entries, ensuring your agent only works with data that matches your required structure. This keeps your application logic clean and predictable. You never have to worry about hallucinated fields or missing keys because your agent verifies the structure for every single tool call.

Setup guide

Set up Ocoya Social Media MCP in Pydantic AI

Prerequisites

Python 3.10+ installed
pydantic-ai-slim[fastmcp] package
Active Vinkius subscription with a valid endpoint token

1

Install Pydantic AI with FastMCP
Run pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecated MCPServerHTTP class with full protocol support.
2

Configure the FastMCPToolset
Pass a JSON-style config dict to FastMCPToolset with your Vinkius URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports Streamable HTTP, SSE, and Stdio transports.
3

Create and run your agent
Pass the toolset to Agent(toolsets=[toolset]) and call agent.run(). Swap openai:gpt-4o for any supported model — Anthropic, Google, Mistral, or Groq.

agent.py

from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset

toolset = FastMCPToolset({
    "mcpServers": {
        "ocoya-social-media-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

agent = Agent(
    "openai:gpt-4o",
    toolsets=[toolset],
    system_prompt="You have access to Ocoya Social Media tools.",
)

result = await agent.run("List recent Ocoya Social Media transactions")
print(result.output)

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Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

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Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Ocoya Social Media MCP in Pydantic AI

The framework automatically maps tool responses to your Pydantic models. Just define your schema, and the MCP toolset handles the validation during the tool execution.

The agent will raise a validation error immediately. This stops the execution before any bad data can pollute your state, keeping your system stable.

Yes, it is model-agnostic. Whether you are using OpenAI, Anthropic, or a local model, the type-safety remains consistent across your entire agent pipeline.

Use the `MCPToolset` class for a unified approach. It supports both SSE and HTTP transports, so you can connect to your Vinkius-hosted server with minimal configuration.

The server enforces strict schema validation at the boundary. Only authorized data types like post IDs and metadata are processed, ensuring your private content and configuration remain uncorrupted and secure.

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