How to Use the Vestiaire Collective MCP in Pydantic AI
Validate structured luxury fashion data from Vestiaire Collective using Pydantic AI.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Vestiaire Collective MCP to Pydantic AI
Create your Vinkius account to connect Vestiaire Collective to Pydantic AI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Structured item analysis
When you use `get_item_details`, your agent doesn't just get raw text; it gets validated fields for brand, condition, authentication status, size, material, and price vs. new retail. The output is guaranteed to be correct. The pricing context is managed by `analyze_price_trends`. This function requires structured input about brands or categories, returning predictable data on historical market trends. You never have to guess what format the result will take.
Identifying available goods
The agent uses `list_catalog_categories` to fetch a defined list of all product types—bags, shoes, clothes, accessories, jewelry, watches. This structured output is perfect for building internal taxonomies. The toolset also exposes lists from `list_available_brands` and `list_available_designers`. These functions give you validated arrays of names and collections available on Vestiaire Collective.
Targeted item discovery
For granular searches, use `search_by_brand`. You pass the brand name (a structured string) and an optional category ID. The resulting data set is clean and predictable. The most flexible option is combining filters using `search_with_advanced_filters`. Because Pydantic validates the response, you know exactly which fields—color, state, material, price—you're getting back, no matter how complex the filter set.
Set up Vestiaire Collective 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 deprecatedMCPServerHTTPclass with full protocol support. - 2
Configure the FastMCPToolset
Pass a JSON-style config dict to
FastMCPToolsetwith 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 callagent.run(). Swapopenai:gpt-4ofor any supported model — Anthropic, Google, Mistral, or Groq.
from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset
toolset = FastMCPToolset({
"mcpServers": {
"vestiaire-collective-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
})
agent = Agent(
"openai:gpt-4o",
toolsets=[toolset],
system_prompt="You have access to Vestiaire Collective tools.",
)
result = await agent.run("List recent Vestiaire Collective transactions")
print(result.output) Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Vestiaire Collective. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Common questions about Vestiaire Collective MCP in Pydantic AI
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