Documentation

Database API Migrations

Wrap database management and query APIs as MCP servers so AI agents can query, manage, and monitor your data layer.

What This Covers

Modern databases expose REST APIs for administration, querying, and monitoring — Supabase, PlanetScale, MongoDB Atlas, Neon, CockroachDB Cloud, and managed services on AWS/GCP/Azure all provide them. MigrateForce converts these APIs into MCP servers, making database operations accessible to AI agents through standardized tool interfaces.

This is not about migrating data between databases. It is about making your database management APIs AI-accessible through MCP, so agents can query data, manage schemas, and monitor performance without custom integration code.

Supabase / Neon APIs

Wrap Postgres-based platform APIs — project management, database branching, SQL execution, and auth management as MCP tools.

MongoDB Atlas APIs

Convert Atlas Admin and Data API endpoints into MCP tools for cluster management, collection operations, and aggregation pipelines.

PlanetScale / CockroachDB

Expose branch management, schema migrations, deploy requests, and connection management as discoverable MCP server tools.

How It Works

Import the Database API Spec

Upload the OpenAPI specification for your database platform API. Supabase, MongoDB Atlas, PlanetScale, and most managed database providers publish OpenAPI specs for their management and data APIs.

Configure Tool Mappings

MigrateForce extracts each endpoint and suggests MCP tool names. Group related operations (e.g., all CRUD endpoints for a resource), exclude admin-only endpoints you want to keep locked down, and refine descriptions.

Generate and Deploy

Set the base URL and auth pattern for your database API. MigrateForce generates a complete MCP server with input validation, error handling, and auth forwarding. Download and deploy.

Example Use Cases

Natural Language Queries

Wrap your database query API as an MCP tool. AI agents can translate natural language questions into API calls and return structured results.

Schema Management

Expose migration and branching APIs as MCP tools. Agents can propose schema changes, create branches, and manage deploy requests through tool calls.

Performance Monitoring

Wrap monitoring and metrics APIs. Agents can check slow queries, connection counts, and replication lag — then take action through other MCP tools.

Backup and Restore

Expose backup management APIs as MCP tools. Agents can schedule backups, verify restore points, and trigger restores as part of automated workflows.

Scope Your API Surface Carefully

Database APIs often include destructive operations (DROP, DELETE, TRUNCATE). When mapping endpoints to MCP tools, exclude or clearly label destructive operations. MigrateForce lets you selectively include/exclude endpoints during the mapping step.

Get Started

Ready to Wrap Your Database APIs?

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Questions about database API migrations? Contact us at migrateforce@sociallabs.com