How do I specify which text to change in a template?

When using the `generate_media` tool, provide a JSON string in the `modifications_json` parameter. Use the layer names from your BannerBite project as keys (e.g., `{"text_1": "New Headline"}`). Your agent can help you identify these layers by listing project bites.

Can I generate static images instead of videos?

Yes. Use the `generate_image` tool for static PNG files or `generate_video` for MP4 files. Both tools allow for the same dynamic layer modifications through natural language commands.

Where do I find the final generated media file?

The generation tools return a Render object containing a public URL. You can also use the `get_render` tool with a Render ID to retrieve the status and download link for any recent production.

BannerBite MCP Server for Pydantic AI 9 tools — connect in under 2 minutes

Name: BannerBite
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 9 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect BannerBite 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 BannerBite "
            "(9 tools)."
        ),
    )

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

asyncio.run(main())

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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 BannerBite MCP Server

Empower your AI agent to orchestrate your visual content production with BannerBite, the powerful media generation engine. By connecting BannerBite to your agent, you transform complex graphic design tasks into a natural conversation. Your agent can instantly generate custom images or videos from your pre-defined templates, audit recent renders, and list project scenes (bites) without you ever touching a design tool. Whether you're automating social media assets or personalizing marketing graphics, your agent acts as a real-time creative production manager for your brand.

Pydantic AI validates every BannerBite tool response against typed schemas, catching data inconsistencies at build time. Connect 9 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

Media Generation — Generate high-quality images (PNG) or videos (MP4) from templates by providing dynamic layer modifications via natural language.
Project Oversight — List and explore all BannerBite projects and their associated scenes (bites) to map your creative assets.
Render Auditing — Retrieve and list recent media renders, checking statuses and accessing final delivery URLs instantly.
Dynamic Modifications — Update text, images, and other layers within a template dynamically during the generation process.
Creative Automation — Integrate visual media generation directly into your AI workflows for rapid content scaling.

The BannerBite MCP Server exposes 9 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 BannerBite to Pydantic AI via MCP

Follow these steps to integrate the BannerBite 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 9 tools from BannerBite with type-safe schemas

Why Use Pydantic AI with the BannerBite MCP Server

Pydantic AI provides unique advantages when paired with BannerBite 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 BannerBite integration code

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

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

BannerBite + Pydantic AI Use Cases

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

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

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

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

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

BannerBite MCP Tools for Pydantic AI (9)

These 9 tools become available when you connect BannerBite to Pydantic AI via MCP:

generate_image

Convenience tool to generate a static image from a project

generate_media

Generate an image or video from a template

generate_video

Convenience tool to generate a video from a project

get_account_check

Verify Bannerbite connection

get_project

Get details for a specific project

get_render

Get details and status for a specific render

list_bites

List all bites (scenes) for a specific project

list_projects

List all Bannerbite projects

list_renders

List all recent media renders

Example Prompts for BannerBite in Pydantic AI

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

"List all my BannerBite projects."

"Generate an image for project 'Summer Sale' with text '50% OFF' on layer 'headline'."

"Show me the status of my recent renders."

Troubleshooting BannerBite MCP Server with Pydantic AI

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

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

BannerBite + Pydantic AI FAQ

Common questions about integrating BannerBite 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 BannerBite MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.