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What is secure_schema_mcp?

siddharth-coder13/secure_schema_mcp — explained in plain English

Analysis updated 2026-05-18

0PythonAudience · developerComplexity · 3/5Setup · moderate

In one sentence

A read only MCP server that gives AI coding tools a database's table and column structure without ever exposing the actual row data.

Mindmap

mindmap
  root((Secure Schema MCP))
    What it does
      Reads schema only
      Hides row data
      Enforces table allowlist
    Tech stack
      Python
      SQLAlchemy
      PostgreSQL
    Use cases
      Feed schema to AI tools
      Restrict visible tables
      Inspect one table
    Audience
      Developers

Code map

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What do people build with it?

USE CASE 1

Let an AI coding assistant see your database schema without ever touching real row data.

USE CASE 2

Restrict which tables are visible using a production allowlist.

USE CASE 3

Inspect one table's columns, keys, and relationships through a dedicated tool.

What is it built with?

PythonMCPSQLAlchemyPostgreSQLMySQL

How does it compare?

siddharth-coder13/secure_schema_mcp0xallam/my-recipe0xhassaan/nn-from-scratch
Stars00
LanguagePythonPythonPython
Last pushed2022-11-22
MaintenanceDormant
Setup difficultymoderatemoderatemoderate
Complexity3/52/54/5
Audiencedevelopergeneraldeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

Needs a reachable SQLite, PostgreSQL, or MySQL database and an MCP compatible IDE.

No license information is given in the README.

So what is it?

Secure Schema MCP is a read only server that lets AI coding tools like Cursor or Codex see the structure of a database without ever seeing the actual data inside it. Instead of returning rows or query results, it reports table and view names, column names and types, primary and foreign keys, and the relationships between tables, all formatted compactly to keep token usage low when an AI assistant reads it. The server connects to SQLite, PostgreSQL, or MySQL using a standard database connection URL, and it is designed to be run through uvx so you do not need to clone the repository or manage a Python environment yourself, your IDE just launches it automatically when needed. Configuration is done through environment variables, the most important being the database connection string and, for production use, a comma separated allowlist of which tables are visible at all. When that allowlist is set, requests for tables outside it are refused, and missing or disallowed tables return the same error message so nobody can guess which tables exist just from the error text. Three tools are exposed to the AI client: one giving a compact overview of all permitted tables and their relationships, one listing just the tables and views, and one describing a single table in detail including its columns and keys. The project's authors are direct about the residual risk: column names alone, such as one called ssn, can still reveal sensitive information, so they recommend a dedicated, low privilege database account and TLS for any remote connection, and warn against ever committing configuration files that contain real credentials.

Copy-paste prompts

Prompt 1
Help me configure this MCP server in my Cursor settings with my PostgreSQL connection string.
Prompt 2
Set up a production allowlist so only my orders and users tables are visible.
Prompt 3
Explain the difference between DATABASE_SCHEMA and ALLOWED_TABLES in this server.
Prompt 4
Show me how to create a least privilege database role for this server to use.

Frequently asked questions

What is secure_schema_mcp?

A read only MCP server that gives AI coding tools a database's table and column structure without ever exposing the actual row data.

What language is secure_schema_mcp written in?

Mainly Python. The stack also includes Python, MCP, SQLAlchemy.

What license does secure_schema_mcp use?

No license information is given in the README.

How hard is secure_schema_mcp to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is secure_schema_mcp for?

Mainly developer.

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