DataMCPDataMCP

Roadmap

What we're building and what's coming next.

Q2 2026

PostgreSQL MCP server

Done

Core MCP server with schema access, SQL queries, and fine-grained permissions.

AI schema descriptions

Done

Auto-generated table and column descriptions using AI, served through MCP.

Connection pooling

Done

Persistent connection pools for faster query execution.

Self-hosted edition

In Progress

Docker-based deployment for teams that need full data residency control.

Schema documentation export

Planned

Export AI-generated descriptions as Markdown or JSON documentation.

Q3 2026

MySQL support

Planned

Connect MySQL databases with the same permission layer and audit trail.

Column-level masking

Planned

Mask sensitive columns (email, phone, SSN) in query results for specific MCP links.

Webhook notifications

Planned

Get notified via webhook when schema changes, queries fail, or limits are reached.

Query suggestions

Exploring

AI-powered query suggestions based on schema context and common patterns.

Q4 2026

MongoDB support

Exploring

Connect MongoDB with collection-level permissions.

SSO / SAML

Exploring

Enterprise single sign-on for self-hosted and cloud editions.

Data catalog

Exploring

Searchable catalog across all connected databases with AI-enriched metadata.