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
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.
Last updated
10
7
Apache 2.0
Why this server?
Provides structural patterns and development guidelines for using SQLAlchemy as an ORM in Python-based architectures.
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.
Last updated
6
7
2
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.
Last updated
9
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.
Last updated
9
2,814
MIT
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.
Last updated
23
8
MIT
Why this server?
Parses SQLAlchemy models as semantic sources via the ingest_source tool, allowing AI agents to understand SQLAlchemy database schemas and generate appropriate SQL queries.
Turns your data model into a semantic layer for AI agents, automatically generating typed, discoverable tools with entity relationships and schema discovery.
Last updated
646
Apache 2.0
Why this server?
Provides ORM layer for database operations and stock data persistence
Provides comprehensive Taiwan stock market data and analysis through MCP tools. Enables querying real-time stock prices, historical data, company information, technical analysis, and market overviews for TWSE and TPEx listed companies.
