MySQL MCP Server Generator for AI Agents

Give Claude, ChatGPT, Cursor and your own agents safe access to a MySQL database through named tools instead of a raw connection. APIGenerator reads your schema and generates an MCP server with row rules, keys and a log of every call.

Source

Output

Ready in about 30 s

Or start from

Your files are parsed in your browser and never uploaded.
Code export on every plan. You own what you generate.

Your generated API

https://clinic.apigenerator.ai

Request

Response

Create your account to see every resource, run the tests, export the code and deploy this API.

Why a connection string is the wrong way to connect agents

Most open source MySQL MCP servers take a host, a user and a password, then let the model write SQL. That works in a demo. In production it means one leaked prompt can read every table, a bad generated query can scan a table with 80 million rows, and nobody can say afterwards which agent touched what. A generated server with defined tools removes all three problems.

What the generated MySQL MCP server does

Reads tables, columns, types, indexes, primary and foreign keys from your CREATE TABLE statements.
Generates a tool per table and per relation, with filters, sorting and a hard cap on page size.
Separates read tools from write tools. Write tools exist only for the tables you switch on.
Applies row rules per key, so an agent for one customer or region sees only that slice.
Uses parameterised queries. The model supplies values, never SQL text.
Writes a log line for every call with the key, the tool, the arguments and the row count.

MCP server6 tools

list_orderslimit, cursor

get_orderid

create_ordercustomer_id, items

cancel_orderid, reason

refund_orderid, amount

From CREATE TABLE to a working agent in four steps

Paste or upload your MySQL schema, or describe the tables in plain words.
Review the proposed tools and change names, descriptions and permissions.
Choose output. MCP server is preselected, and the same schema also gives you a REST API and GraphQL.
Deploy to managed hosting or export the code, then add the server URL and a key to your agent.

Teams that put agents in front of real MySQL data

SaaS teams that want a support or analytics agent to answer questions from production data without a read replica full of everything.
Agencies that build agents for several clients and need one key and one set of row rules per client.
Data teams that already run MySQL or MariaDB and want agents to use the same tables as the BI tools.
Platform teams that must show an auditor exactly what an AI agent read last quarter.

CREATE TABLE orders (
  id          uuid PRIMARY KEY,
  customer_id uuid REFERENCES customers,
  status      text NOT NULL,
  total       numeric(10,2),
  placed_at   timestamptz
);

GET/v1/orders

GET/v1/customers/{id}/orders

Raw connection MCP server or a generated one

A raw server is fine for a local experiment on your laptop. The table describes what changes when the agent reaches customer data.

Topic	Open source MySQL MCP server	Generated with APIGenerator
Access model	One credential, any query	Named tools, one key per agent
SQL written by	The model	Parameterised queries from the schema
Row level limits	None	Per key rules
Write protection	Depends on the DB user	Write tools off until enabled
Audit trail	Your own logging	Built in per call
Docs and REST API	Not included	Generated from the same schema

Other databases and outputs

Running PostgreSQL as well? See the postgres mcp server. To put many agents behind one governed endpoint use the mcp gateway. For the same tables as a normal API, see api database and create rest api.

Questions about mysql mcp server

No. Agents call named tools with a key. The generated server holds the connection on your side and runs parameterised queries, so the model never writes SQL and never sees credentials.

Yes. APIGenerator reads the schema from your DDL, so any engine that speaks MySQL syntax works, including MariaDB, Amazon Aurora MySQL and PlanetScale style schemas.

Yes. A row rule attaches a filter such as tenant_id to the key, and every tool call by that agent is restricted to those rows, for reads and writes alike.

You choose. Export the code and run it next to your MySQL instance, or deploy to managed hosting. Only the schema is needed to generate it.

Connect agents to MySQL with rules you control

Upload your schema and see the generated tools before you pay for anything.