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Apache APISIX MCP Server for Pydantic AIGive Pydantic AI instant access to 50 tools to Delete Consumer, Delete Consumer Group, Delete Global Rule, and more

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

Ask AI about this MCP Server for Pydantic AI

The Apache APISIX MCP Server for Pydantic AI is a standout in the Loved By Devs category — giving your AI agent 50 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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 Apache APISIX "
            "(50 tools)."
        ),
    )

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

asyncio.run(main())
Apache APISIX
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
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<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 Apache APISIX MCP Server

Connect your Apache APISIX instance to any AI agent to orchestrate high-performance traffic management through natural language.

Pydantic AI validates every Apache APISIX tool response against typed schemas, catching data inconsistencies at build time. Connect 50 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

  • Route Orchestration — List, inspect, create, or delete routes to match client requests and forward them to target upstreams.
  • Service Abstraction — Manage service entities that group common plugins and upstream configurations for easier API maintenance.
  • Upstream Management — Configure virtual host abstractions for load balancing, including node management and health checks.
  • Consumer Control — List and manage API consumers to handle authentication and per-user rate limiting.
  • Configuration as Conversation — Update complex JSON configurations for any gateway resource without manually using CURL or the Dashboard.

The Apache APISIX MCP Server exposes 50 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 50 Apache APISIX tools available for Pydantic AI

When Pydantic AI connects to Apache APISIX through Vinkius, your AI agent gets direct access to every tool listed below — spanning api-gateway, traffic-management, cloud-native, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

delete

Delete consumer on Apache APISIX

Delete an APISIX Consumer

delete

Delete consumer group on Apache APISIX

Delete an APISIX Consumer Group

delete

Delete global rule on Apache APISIX

Delete an APISIX Global Rule

delete

Delete plugin config on Apache APISIX

Delete an APISIX Plugin Config

delete

Delete proto on Apache APISIX

Delete an APISIX Proto

delete

Delete route on Apache APISIX

Delete an APISIX Route

delete

Delete service on Apache APISIX

Delete an APISIX Service

delete

Delete ssl on Apache APISIX

Delete an APISIX SSL certificate

delete

Delete stream route on Apache APISIX

Delete an APISIX Stream Route

delete

Delete upstream on Apache APISIX

Delete an APISIX Upstream

dump

Dump control discovery on Apache APISIX

Memory dump of discovered service endpoints

dump

Dump control plugin metadatas on Apache APISIX

Dump all plugin metadata from the Control API

dump

Dump control routes on Apache APISIX

Dump all configured Routes from the Control API

dump

Dump control services on Apache APISIX

Dump all configured Services from the Control API

dump

Dump control upstreams on Apache APISIX

Dump all configured Upstreams from the Control API

get

Get consumer on Apache APISIX

Get a specific APISIX Consumer by username

get

Get consumer group on Apache APISIX

Get a specific APISIX Consumer Group by ID

get

Get control healthcheck on Apache APISIX

Get health status of all upstream nodes

get

Get control resource healthcheck on Apache APISIX

Get health status for a specific resource

get

Get control schema on Apache APISIX

Get JSON schemas for all resources and enabled plugins

get

Get global rule on Apache APISIX

Get a specific APISIX Global Rule by ID

get

Get plugin config on Apache APISIX

Get a specific APISIX Plugin Config by ID

get

Get proto on Apache APISIX

Get a specific APISIX Proto by ID

get

Get route on Apache APISIX

Get a specific APISIX Route by ID

get

Get service on Apache APISIX

Get a specific APISIX Service by ID

get

Get ssl on Apache APISIX

Get a specific APISIX SSL certificate by ID

get

Get stream route on Apache APISIX

Get a specific APISIX Stream Route by ID

get

Get upstream on Apache APISIX

Get a specific APISIX Upstream by ID

list

List consumer groups on Apache APISIX

List APISIX Consumer Groups

list

List consumers on Apache APISIX

List APISIX Consumers

list

List global rules on Apache APISIX

List APISIX Global Rules

list

List plugin configs on Apache APISIX

List APISIX Plugin Configs

list

List protos on Apache APISIX

List APISIX Protos (Protocol Buffers)

list

List routes on Apache APISIX

List APISIX Routes

list

List services on Apache APISIX

List APISIX Services

list

List ssls on Apache APISIX

List APISIX SSL certificates

list

List stream routes on Apache APISIX

List APISIX Stream Routes (L4 routing)

list

List upstreams on Apache APISIX

List APISIX Upstreams

put

Put consumer on Apache APISIX

Create or update an APISIX Consumer

put

Put consumer group on Apache APISIX

Create or update an APISIX Consumer Group

put

Put global rule on Apache APISIX

Create or update an APISIX Global Rule

put

Put plugin config on Apache APISIX

Create or update an APISIX Plugin Config

put

Put proto on Apache APISIX

Create or update an APISIX Proto

put

Put route on Apache APISIX

Create or update an APISIX Route

put

Put service on Apache APISIX

Create or update an APISIX Service

put

Put ssl on Apache APISIX

Create or update an APISIX SSL certificate

put

Put stream route on Apache APISIX

Create or update an APISIX Stream Route

put

Put upstream on Apache APISIX

Create or update an APISIX Upstream

reload

Reload control plugins on Apache APISIX

Trigger a hot reload of plugins

trigger

Trigger control gc on Apache APISIX

Trigger full garbage collection in the HTTP Lua VM

Connect Apache APISIX to Pydantic AI via MCP

Follow these steps to wire Apache APISIX into Pydantic AI. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install Pydantic AI

Run pip install pydantic-ai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 50 tools from Apache APISIX with type-safe schemas

Why Use Pydantic AI with the Apache APISIX MCP Server

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

01

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

02

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

03

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

04

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

Apache APISIX + Pydantic AI Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Apache APISIX in Pydantic AI

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

01

"List all active routes in my APISIX gateway."

02

"Show me the configuration for upstream ID 'backend-cluster'."

03

"List all consumers to check who has access to the API."

Troubleshooting Apache APISIX MCP Server with Pydantic AI

Common issues when connecting Apache APISIX to Pydantic AI through Vinkius, and how to resolve them.

01

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

Apache APISIX + Pydantic AI FAQ

Common questions about integrating Apache APISIX MCP Server with Pydantic AI.

01

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.
02

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.
03

Can I switch LLM providers without changing MCP code?

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

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