SQLAlchemy is a SQL toolkit and Object-Relational Mapping (ORM) library for Python that provides a full suite of well-known enterprise-level persistence patterns
A specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.
6
9
1
MIT
Why this server?
Helps identify and fix performance issues in SQLAlchemy ORM code, optimizing query execution plans and suggesting appropriate indexes to improve performance.
Postgres Pro is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the entire development process—from initial coding, through testing and deployment, and to production tuning and maintenance.
9
3,187
MIT
Why this server?
Reads SQLAlchemy model definitions to generate Entity-Relationship diagrams and detect drift between the schema and existing diagrams.
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeORM, or SQLAlchemy, generates a Mermaid ER diagram, and writes it into your documentation, with drift detection to keep diagrams up-to-date.
5
1
MIT
Why this server?
Offers tools to analyze and optimize ORM-generated queries, helping to identify and fix performance issues in SQLAlchemy code
An open source Model Context Protocol server for PostgreSQL that provides database health analysis, index tuning, query plan exploration, and safe SQL execution for AI agents throughout the development process.
9
MIT
Why this server?
Scaffolds SQLAlchemy models and database configuration.
Sub-1ms cross-stack AST contract layer and compiler verification engine mapping React/Next.js routes to FastAPI and SQLAlchemy models for AI coding agents.
5
MIT
Why this server?
Extracts SQLAlchemy models and their relations from Python code.
Extracts deterministic architecture maps from codebases for AI agents, enabling queries about blast radius, routes, security findings, and production readiness without sending code anywhere.
6
MIT
Why this server?
Provides a preset for SQLAlchemy projects, automatically detecting SQLAlchemy and generating configuration to obfuscate ORM models while preserving column definitions, relationships, and query methods.
Model Context Protocol server for pyobfus — the Python obfuscator. Lets Claude Desktop, Claude Code, Cursor, Windsurf, and Zed call pyobfus tools (preflight risk check, zero-config init, reverse stack-trace mapping) directly from an agent conversation.
8
3
Apache 2.0
Why this server?
Provides search capabilities for SQLAlchemy ORM documentation for Python database interactions
A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.