Secure Schema MCP

A read-only MCP server that gives AI coding tools database structure without exposing row data. It returns table and view names, columns, types, keys, and relationships in a compact format designed to reduce LLM token usage.

What it exposes

Schema metadata can still be sensitive. A column name such as ssn reveals information even without values, so production deployments should always use the table allowlist and a dedicated database account.

Related MCP server: SQL Server MCP

Requirements

• An MCP-compatible client such as Cursor or Codex

• A reachable SQLite, PostgreSQL, or MySQL database

• Python 3.12 or newer when installing without uvx

SQLite support uses Python's built-in driver. PostgreSQL and MySQL drivers are included. Other SQLAlchemy dialects are not tested or bundled in v1.

Configure your IDE

The recommended setup uses uvx to download and run the published Python package in an isolated environment. You do not need to clone this repository or start the server separately. Your IDE launches it over stdio when needed.

Cursor

Add this server to your Cursor MCP configuration:

{
  "mcpServers": {
    "secure-schema": {
      "command": "uvx",
      "args": ["mcp-secure-schema"],
      "env": {
        "DATABASE_URL": "postgresql+psycopg2://schema_reader:password@localhost:5432/appdb",
        "DATABASE_SCHEMA": "public",
        "ALLOWED_TABLES": "users,orders,products",
        "SECURE_SCHEMA_ENV": "production",
        "FASTMCP_CHECK_FOR_UPDATES": "off",
        "FASTMCP_SHOW_SERVER_BANNER": "false"
      }
    }
  }
}

Restart or reload Cursor after changing its MCP configuration.

Codex

Add this to ~/.codex/config.toml or a trusted project's .codex/config.toml:

[mcp_servers.secure-schema]
command = "uvx"
args = ["mcp-secure-schema"]
enabled_tools = ["schema_overview", "list_tables", "inspect_table"]
startup_timeout_sec = 30
tool_timeout_sec = 30

[mcp_servers.secure-schema.env]
DATABASE_URL = "postgresql+psycopg2://schema_reader:password@localhost:5432/appdb"
DATABASE_SCHEMA = "public"
ALLOWED_TABLES = "users,orders,products"
SECURE_SCHEMA_ENV = "production"
FASTMCP_CHECK_FOR_UPDATES = "off"
FASTMCP_SHOW_SERVER_BANNER = "false"

Install once instead

If you prefer a persistent installation:

pipx install mcp-secure-schema

Then use "command": "mcp-secure-schema" with an empty args list in the IDE configuration.

Database URLs

Secure Schema MCP accepts SQLAlchemy connection URLs:

# SQLite (absolute path)
sqlite:////Users/me/project/app.db

# PostgreSQL
postgresql+psycopg2://user:password@localhost:5432/appdb

# Remote PostgreSQL with certificate verification
postgresql+psycopg2://user:password@db.example.com:5432/appdb?sslmode=verify-full&sslrootcert=/path/to/ca.pem

# MySQL
mysql+pymysql://user:password@localhost:3306/appdb

Percent-encode special characters in URL usernames and passwords. For example, @ in a password becomes %40.

Local and remote databases use the same MCP configuration. For remote databases, the machine running the IDE must also have working DNS, network access, firewall permission, and valid TLS settings.

Configuration

Multiple schemas

DATABASE_SCHEMA selects the default namespace. Resolution works as follows:

• In production, a configured DATABASE_SCHEMA is a security boundary and tool arguments cannot override it.

• Outside production, an explicit tool schema argument overrides DATABASE_SCHEMA.

• Without either value, the database driver's default schema is used.

For strict production access to multiple schemas, run one MCP server entry per schema with its own DATABASE_SCHEMA and ALLOWED_TABLES values. The table allowlist contains unqualified names, not schema.table values.

Tools

• schema_overview: compact map of permitted tables, views, primary keys, and foreign-key relationships

• list_tables: permitted table and view inventory

• inspect_table: columns, SQL types, nullability, primary keys, unique constraints, and foreign keys for one entity

Every tool defaults to format="compact" for lower token usage:

tables:orders,users | pk:orders(order_id);users(user_id) | fk:orders.user_id->users.user_id

Pass format="markdown" when a human-readable table is more useful.

Security notes

• The server exposes only SQLAlchemy inspection operations; it provides no row-query or write tool.

• Missing and disallowed table names return the same message when an allowlist is active, avoiding an existence leak.

• Client-facing errors are sanitized. Operational details are written to server stderr.

• The IDE launches the MCP process and supplies its environment, so treat the IDE and its configuration as trusted.

• Do not commit configurations containing credentials. For stronger isolation, launch through a wrapper that obtains DATABASE_URL from an OS keychain or secret manager.

• Use a dedicated least-privilege database account and TLS certificate verification for remote connections.

Example PostgreSQL role:

CREATE ROLE schema_reader LOGIN PASSWORD 'use-a-secret-manager';
GRANT CONNECT ON DATABASE appdb TO schema_reader;
GRANT USAGE ON SCHEMA public TO schema_reader;

Metadata visibility varies by PostgreSQL provider and database policy. Grant only the additional catalog or object privileges required for inspection; avoid granting row SELECT unless your environment requires it.

Troubleshooting

The server exits immediately

Check the IDE's MCP logs. DATABASE_URL is mandatory, and production mode also requires a non-empty ALLOWED_TABLES value.

No tables or views are discovered

Confirm DATABASE_SCHEMA, exact table-name casing, database permissions, and whether the allowlist contains the expected names.

The connection URL fails with a valid password

Percent-encode reserved URL characters or use a secret-injection wrapper. Do not paste real credentials into issues or logs.

uvx is not found

Install uv using its official instructions, or install the package with pipx and use mcp-secure-schema as the command.

Starting the command appears to hang

That is normal for a stdio MCP server. It waits for an MCP client on standard input and is normally started by the IDE.

Development

Clone the repository only when developing or testing the server:

git clone https://github.com/Siddharth-coder13/secure_schema_mcp.git
cd secure_schema_mcp
uv sync --extra dev
uv run python tests/demo_database.py
DATABASE_URL="sqlite:///$PWD/test_schema.db" uv run mcp-secure-schema

Run the test suite:

uv run pytest

Run the opt-in PostgreSQL integration test against a disposable database. The test creates and removes a randomly named schema:

POSTGRES_TEST_DATABASE_URL='postgresql+psycopg2://user@localhost:5432/testdb' \
  uv run pytest tests/test_postgres_smoke.py -v

The tests verify row-data isolation, allowlist behavior, sanitized errors, compact output, relationships, schema selection, and the locked production namespace.

Release checklist

Maintainers should update the matching versions in pyproject.toml and server.json, run the complete SQLite and PostgreSQL suites, build with uv build --no-sources, verify installation from the wheel, publish to PyPI, and only then publish server.json to the MCP Registry.

License

Licensed under the Apache License 2.0. See LICENSE and NOTICE.