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Vinkius
LangChainFramework
Apache APISIX MCP Server

Bring Api Gateway
to LangChain

Learn how to connect Apache APISIX to LangChain and start using 50 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Delete ConsumerDelete Consumer GroupDelete Global RuleDelete Plugin ConfigDelete ProtoDelete RouteDelete ServiceDelete SslDelete Stream RouteDelete UpstreamDump Control DiscoveryDump Control Plugin MetadatasDump Control RoutesDump Control ServicesDump Control UpstreamsGet ConsumerGet Consumer GroupGet Control HealthcheckGet Control Resource HealthcheckGet Control SchemaGet Global RuleGet Plugin ConfigGet ProtoGet RouteGet ServiceGet SslGet Stream RouteGet UpstreamList Consumer GroupsList ConsumersList Global RulesList Plugin ConfigsList ProtosList RoutesList ServicesList SslsList Stream RoutesList UpstreamsPut ConsumerPut Consumer GroupPut Global RulePut Plugin ConfigPut ProtoPut RoutePut ServicePut SslPut Stream RoutePut UpstreamReload Control PluginsTrigger Control Gc

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Apache APISIX

What is the Apache APISIX MCP Server?

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

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.

How it works

  1. Subscribe to this server
  2. Provide your APISIX Admin URL and Admin Key (X-API-KEY)
  3. Start managing your microservices infrastructure from Claude, Cursor, or any MCP client

Who is this for?

  • DevOps Engineers — quickly audit routing rules and upstream health directly from the terminal or chat.
  • Backend Developers — create and test new API routes and service abstractions without leaving the IDE.
  • SRE Teams — troubleshoot traffic flow and consumer access issues using natural language queries.

Built-in capabilities (50)

delete_consumer

Delete an APISIX Consumer

delete_consumer_group

Delete an APISIX Consumer Group

delete_global_rule

Delete an APISIX Global Rule

delete_plugin_config

Delete an APISIX Plugin Config

delete_proto

Delete an APISIX Proto

delete_route

Delete an APISIX Route

delete_service

Delete an APISIX Service

delete_ssl

Delete an APISIX SSL certificate

delete_stream_route

Delete an APISIX Stream Route

delete_upstream

Delete an APISIX Upstream

dump_control_discovery

Memory dump of discovered service endpoints

dump_control_plugin_metadatas

Dump all plugin metadata from the Control API

dump_control_routes

Dump all configured Routes from the Control API

dump_control_services

Dump all configured Services from the Control API

dump_control_upstreams

Dump all configured Upstreams from the Control API

get_consumer

Get a specific APISIX Consumer by username

get_consumer_group

Get a specific APISIX Consumer Group by ID

get_control_healthcheck

Get health status of all upstream nodes

get_control_resource_healthcheck

Get health status for a specific resource

get_control_schema

Get JSON schemas for all resources and enabled plugins

get_global_rule

Get a specific APISIX Global Rule by ID

get_plugin_config

Get a specific APISIX Plugin Config by ID

get_proto

Get a specific APISIX Proto by ID

get_route

Get a specific APISIX Route by ID

get_service

Get a specific APISIX Service by ID

get_ssl

Get a specific APISIX SSL certificate by ID

get_stream_route

Get a specific APISIX Stream Route by ID

get_upstream

Get a specific APISIX Upstream by ID

list_consumer_groups

List APISIX Consumer Groups

list_consumers

List APISIX Consumers

list_global_rules

List APISIX Global Rules

list_plugin_configs

List APISIX Plugin Configs

list_protos

List APISIX Protos (Protocol Buffers)

list_routes

List APISIX Routes

list_services

List APISIX Services

list_ssls

List APISIX SSL certificates

list_stream_routes

List APISIX Stream Routes (L4 routing)

list_upstreams

List APISIX Upstreams

put_consumer

Create or update an APISIX Consumer

put_consumer_group

Create or update an APISIX Consumer Group

put_global_rule

Create or update an APISIX Global Rule

put_plugin_config

Create or update an APISIX Plugin Config

put_proto

Create or update an APISIX Proto

put_route

Create or update an APISIX Route

put_service

Create or update an APISIX Service

put_ssl

Create or update an APISIX SSL certificate

put_stream_route

Create or update an APISIX Stream Route

put_upstream

Create or update an APISIX Upstream

reload_control_plugins

Trigger a hot reload of plugins

trigger_control_gc

Trigger full garbage collection in the HTTP Lua VM

Why LangChain?

LangChain's ecosystem of 500+ components combines seamlessly with Apache APISIX through native MCP adapters. Connect 50 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

  • The largest ecosystem of integrations, chains, and agents. combine Apache APISIX MCP tools with 500+ LangChain components

  • Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

  • LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

  • Memory and conversation persistence let agents maintain context across Apache APISIX queries for multi-turn workflows

See it in action

Apache APISIX in LangChain

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

Apache APISIX and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect Apache APISIX to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for Apache APISIX in LangChain

The Apache APISIX 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. All 50 tools execute in hardened sandboxes optimized for native MCP execution.

Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

Apache APISIX
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<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

The Vinkius Advantage

How Vinkius secures Apache APISIX for LangChain

Every tool call from LangChain to the Apache APISIX MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

Can I update a route's configuration directly through the AI?

Yes. Use the put_route tool by providing the Route ID and the new configuration JSON. The agent will interface with the APISIX Admin API to apply the changes immediately.

02

How do I list all the backend upstreams configured in my gateway?

Simply ask the agent to 'list upstreams'. It will trigger the list_upstreams tool and return a detailed list of all virtual hosts and load balancer nodes.

03

Is it possible to delete a service that is no longer needed?

Yes, you can use the delete_service tool. Provide the specific Service ID, and the agent will remove the resource from your APISIX configuration.

04

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

05

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.

06

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

07

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

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