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
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.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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())
* 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 consumer on Apache APISIX
Delete an APISIX Consumer
Delete consumer group on Apache APISIX
Delete an APISIX Consumer Group
Delete global rule on Apache APISIX
Delete an APISIX Global Rule
Delete plugin config on Apache APISIX
Delete an APISIX Plugin Config
Delete proto on Apache APISIX
Delete an APISIX Proto
Delete route on Apache APISIX
Delete an APISIX Route
Delete service on Apache APISIX
Delete an APISIX Service
Delete ssl on Apache APISIX
Delete an APISIX SSL certificate
Delete stream route on Apache APISIX
Delete an APISIX Stream Route
Delete upstream on Apache APISIX
Delete an APISIX Upstream
Dump control discovery on Apache APISIX
Memory dump of discovered service endpoints
Dump control plugin metadatas on Apache APISIX
Dump all plugin metadata from the Control API
Dump control routes on Apache APISIX
Dump all configured Routes from the Control API
Dump control services on Apache APISIX
Dump all configured Services from the Control API
Dump control upstreams on Apache APISIX
Dump all configured Upstreams from the Control API
Get consumer on Apache APISIX
Get a specific APISIX Consumer by username
Get consumer group on Apache APISIX
Get a specific APISIX Consumer Group by ID
Get control healthcheck on Apache APISIX
Get health status of all upstream nodes
Get control resource healthcheck on Apache APISIX
Get health status for a specific resource
Get control schema on Apache APISIX
Get JSON schemas for all resources and enabled plugins
Get global rule on Apache APISIX
Get a specific APISIX Global Rule by ID
Get plugin config on Apache APISIX
Get a specific APISIX Plugin Config by ID
Get proto on Apache APISIX
Get a specific APISIX Proto by ID
Get route on Apache APISIX
Get a specific APISIX Route by ID
Get service on Apache APISIX
Get a specific APISIX Service by ID
Get ssl on Apache APISIX
Get a specific APISIX SSL certificate by ID
Get stream route on Apache APISIX
Get a specific APISIX Stream Route by ID
Get upstream on Apache APISIX
Get a specific APISIX Upstream by ID
List consumer groups on Apache APISIX
List APISIX Consumer Groups
List consumers on Apache APISIX
List APISIX Consumers
List global rules on Apache APISIX
List APISIX Global Rules
List plugin configs on Apache APISIX
List APISIX Plugin Configs
List protos on Apache APISIX
List APISIX Protos (Protocol Buffers)
List routes on Apache APISIX
List APISIX Routes
List services on Apache APISIX
List APISIX Services
List ssls on Apache APISIX
List APISIX SSL certificates
List stream routes on Apache APISIX
List APISIX Stream Routes (L4 routing)
List upstreams on Apache APISIX
List APISIX Upstreams
Put consumer on Apache APISIX
Create or update an APISIX Consumer
Put consumer group on Apache APISIX
Create or update an APISIX Consumer Group
Put global rule on Apache APISIX
Create or update an APISIX Global Rule
Put plugin config on Apache APISIX
Create or update an APISIX Plugin Config
Put proto on Apache APISIX
Create or update an APISIX Proto
Put route on Apache APISIX
Create or update an APISIX Route
Put service on Apache APISIX
Create or update an APISIX Service
Put ssl on Apache APISIX
Create or update an APISIX SSL certificate
Put stream route on Apache APISIX
Create or update an APISIX Stream Route
Put upstream on Apache APISIX
Create or update an APISIX Upstream
Reload control plugins on Apache APISIX
Trigger a hot reload of plugins
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.
Install Pydantic AI
pip install pydantic-aiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
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.
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 Apache APISIX integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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.
Type-safe data pipelines: query Apache APISIX with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Apache APISIX tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Apache APISIX and output structured, schema-compliant notifications
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.
"List all active routes in my APISIX gateway."
"Show me the configuration for upstream ID 'backend-cluster'."
"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.
MCPServerHTTP not found
pip install --upgrade pydantic-aiApache APISIX + Pydantic AI FAQ
Common questions about integrating Apache APISIX MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
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?
Can I switch LLM providers without changing MCP code?
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