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How to Use the Xata (Serverless DB) MCP in Pydantic AI

Ensure data correctness: Type-safe database actions with the Pydantic AI framework using MCP Server tools.

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Connect Xata (Serverless DB) MCP to Pydantic AI

Create your Vinkius account to connect Xata (Serverless DB) 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.

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Execute SQL Queries and Validate Data (Pydantic AI)

The `execute_sql` tool lets your agent run specific queries against a database branch. Because of Pydantic validation, if the API sends back unexpected data, your agent fails loud and clear. You get validated results. If you need to modify many records at once, use `execute_sql_batch`. This runs multiple statements in one transaction, ensuring that every output field matches the expected schema.

Manage Project Life Cycles via MCP Server

Your agent controls the entire data structure. It first calls `list_projects` to see available scopes. Then it uses `create_project` to define a new area, or `get_project` to read existing details. If a project is obsolete, the agent handles clean deletion using `delete_project`. This makes managing your data environment predictable.

Control Organization Membership (Pydantic AI)

The server provides tools for user control. Your agent can list all members with `list_members`, and then use `send_invitation` to onboard new users. It also handles removal via `remove_member`. For full lifecycle management, the agent knows how to update details using `update_organization` or even initiate a total cleanup with `request_organization_deletion`.

Setup guide

Set up Xata (Serverless DB) MCP in Pydantic AI

Prerequisites

  • Python 3.10+ installed
  • pydantic-ai-slim[fastmcp] package
  • Active Vinkius subscription with a valid endpoint token
  1. 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. 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. 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": {
        "xata-serverless-db-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

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

result = await agent.run("List recent Xata (Serverless DB) transactions")
print(result.output)

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Common questions about Xata (Serverless DB) MCP in Pydantic AI

You can get performance metrics by calling `get_branch_metrics`. This gives your agent a real-time view of the branch's operational status. It ensures you know if the system is running efficiently.
Yep, use `list_branches`. This tool gives your agent a complete directory of every branch within a project. It's crucial for knowing which database connection to target.
Your agent can use `get_branch_credentials` to read the keys. To prevent stale data, it uses `rotate_branch_credentials`. This keeps your access tokens fresh without manual intervention.
Use the `execute_sql_batch` tool. By running queries in a batch, your agent treats them as one transaction block. This guarantees atomicity, which is key for data integrity.
It handles organization membership details and project resource limits. Specifically, it manages `list_members` and `get_project_limits`, which are sensitive operational records.

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