AgentRank

From the README

# EnrichMCP

**The ORM for AI Agents - Turn your data model into a semantic MCP layer**

EnrichMCP is a Python framework that helps AI agents understand and navigate your data. Built on MCP (Model Context Protocol), it adds a semantic layer that turns your data model into typed, discoverable tools - like an ORM for AI.

## What is EnrichMCP?

Think of it as SQLAlchemy for AI agents. EnrichMCP automatically:

- **Generates typed tools** from your data models
- **Handles relationships** between entities (users → orders → products)
- **Provides schema discovery** so AI agents understand your data structure
- **Validates all inputs/outputs** with Pydantic models
- **Works with any backend** - databases, APIs, or custom logic

## Installation

```bash
pip install enrichmcp

# With SQLAlchemy support
pip install enrichmcp[sqlalchemy]
```

## Show Me Code

### Option 1: I Have SQLAlchemy Models (30 seconds)

Transform your existing SQLAlchemy models into an AI-navigable API:

```python
from e