MCP Alchemy

MCP Alchemy

Status: Works great and is in daily use without any known bugs.

Let Claude be your database expert! MCP Alchemy connects Claude Desktop directly to your databases, allowing it to:

• Help you explore and understand your database structure
• Assist in writing and validating SQL queries
• Displays relationships between tables
• Analyze large datasets and create reports
• Claude Desktop Can analyse and create artifacts for very large datasets using claude-local-files.

Works with PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and a host of other SQLAlchemy-compatible databases.

API

Tools

• all_table_names

  • Return all table names in the database
  • No input required
  • Returns comma-separated list of tables

  users, orders, products, categories
  

• filter_table_names

  • Find tables matching a substring
  • Input: q (string)
  • Returns matching table names

  Input: "user"
  Returns: "users, user_roles, user_permissions"
  

• schema_definitions

  • Get detailed schema for specified tables
  • Input: table_names (string[])
  • Returns table definitions including:
    • Column names and types
    • Primary keys
    • Foreign key relationships
    • Nullable flags

  users:
      id: INTEGER, primary key, autoincrement
      email: VARCHAR(255), nullable
      created_at: DATETIME
  
      Relationships:
        id -> orders.user_id
  

• execute_query

  • Execute SQL query with vertical output format
  • Inputs:
    • query (string): SQL query
    • params (object, optional): Query parameters
  • Returns results in clean vertical format:

  1. row
  id: 123
  name: John Doe
  created_at: 2024-03-15T14:30:00
  email: NULL
  
  Result: 1 rows
  

  • Features:
    • Smart truncation of large results
    • Full result set access via claude-local-files integration
    • Clean NULL value display
    • ISO formatted dates
    • Clear row separation

Usage with Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "my_database": {
      "command": "uv",
      "args": ["--directory", "/path/to/mcp-alchemy", "run", "server.py"],
      "env": {
        "DB_URL": "mysql+pymysql://root:secret@localhost/databasename",
      }
    }
  }
}

Environment Variables:

• DB_URL: SQLAlchemy database URL (required)Examples:
  • PostgreSQL: postgresql://user:password@localhost/dbname
  • MySQL: mysql+pymysql://user:password@localhost/dbname
  • MariaDB: mariadb+pymysql://user:password@localhost/dbname
  • SQLite: sqlite:///path/to/database.db
• CLAUDE_LOCAL_FILES_PATH: Directory for full result sets (optional)
• EXECUTE_QUERY_MAX_CHARS: Maximum output length (optional, default 4000)

Installation

1. Clone repository:

git clone https://github.com/runekaagaard/mcp-alchemy.git

2. Ensure you have uv

# Install uv if you haven't already
curl -LsSf https://astral.sh/uv/install.sh | sh

3. Add database to claude_desktop_config.json (see above)

Database Drivers

The following database drivers are included by default:

• SQLite: Built into Python, no additional installation needed
• MySQL/MariaDB: Via pymysql
• PostgreSQL: Via psycopg2-binary

To use other databases supported by SQLAlchemy, install the appropriate driver:

# Microsoft SQL Server
uv pip install pymssql

# Oracle
uv pip install cx_oracle

# Other databases
# See: https://docs.sqlalchemy.org/en/20/dialects/

Claude Local Files

When claude-local-files is configured:

• Access complete result sets beyond Claude's context window
• Generate detailed reports and visualizations
• Perform deep analysis on large datasets
• Export results for further processing

The integration automatically activates when CLAUDE_LOCAL_FILES_PATH is set.

Contributing

Contributions are warmly welcomed! Whether it's bug reports, feature requests, documentation improvements, or code contributions - all input is valuable. Feel free to:

• Open an issue to report bugs or suggest features
• Submit pull requests with improvements
• Enhance documentation or share your usage examples
• Ask questions and share your experiences

The goal is to make database interaction with Claude even better, and your insights and contributions help achieve that.

License

Mozilla Public License Version 2.0