Find the right AI tools for any job, task or industry.DATABASES & DATA ENGINEERING · PRACTITIONER
Database administrator
AI tools to consider for a database administrator include DBeaver, MongoDB Atlas, Percona Monitoring and Management and pganalyze. They support tasks common in this work: administer & migrate databases, tune database performance and write & review SQL.
Also known as: DBA SQL database Oracle DBA PostgreSQL DBA MySQL DBA SQL Server DBA
Administer & migrate databases
Monitor, secure, back up, and change production databases.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| NeonNeon | Serverless, branchable Postgres for applications and AI agents. | Free + paid | Tool + MCP | Site checked |
| Arkame BackupNot verified | Backups of servers, Docker and Zimbra to your own S3. Restore by chat; changes need 2FA approval. | Pricing not verified | Tool + MCP | Site checked |
| JillionDBNot verified | Review your AI agent's database changes on your schema, with plain-language risk, before they run. | Pricing not verified | Tool + MCP | Site checked |
| MigratrixNot verified | Database change control: schemas, change scripts, approvals, rollback, drift and audit. | Pricing not verified | Tool + MCP | Site checked |
| AtlasAriga | Manages database schemas as code with planned and linted migrations. | Free + paid | Tool | Site checked |
| BytebaseBytebase | Database change management with review workflows and SQL checks. | Free + paid | Tool | Site checked |
| DBeaverDBeaver Corp | Universal database client with an open-source community edition. | Open source | Tool | Site checked |
| LiquibaseLiquibase | Database change management for versioning and deploying schema changes. | Contact sales | Tool | Site checked |
Tune database performance
Find slow queries, read execution plans, and test index changes.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| DBtuneDBtune | AI that tunes PostgreSQL automatically for performance and stability. | Pricing not verified | Tool | Site checked |
| Percona Monitoring and ManagementPercona | Open-source monitoring for MySQL, PostgreSQL and MongoDB. | Open source | Tool | Site checked |
| pganalyzepganalyze | PostgreSQL performance monitoring with query and index advice. | Paid | Tool | Site checked |
| SQLAI.aiSQLAI.ai | AI assistant that generates, explains and optimises SQL. | Paid | Tool | Site checked |
| Datadog Database MonitoringDatadog | Query-level monitoring and explain plans across database hosts. | Pricing not verified | Tool | Site checked |
Write & review SQL
Draft, explain, and check SQL queries against a real schema.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| DocQueryNot verified | Read-only MCP over your Excel or Airtable plus the PDFs beside it, joined as one relational dataset. | Pricing not verified | Tool + MCP | Site checked |
| SheetDBNot verified | Read and write Google Sheets rows via SheetDB APIs; per-API agent permissions, approved deletes. | Pricing not verified | Tool + MCP | Site checked |
| TblFlowNot verified | Lisez et modifiez vos bases TblFlow (PostgreSQL), recherchez vos documents, lancez vos agents. | Pricing not verified | Tool + MCP | Site checked |
| OrionBINot verified | Query your own databases and Data Sets with read-only SQL, and build hosted dashboards. | Pricing not verified | Tool + MCP | Site checked |
| AI2SQLAI2SQL | Generates SQL from natural language for common databases. | Paid | Tool + MCP | Site checked |
| MetabaseMetabase | Open-source business intelligence with natural-language questions. | Open source | Tool | Site checked |
| ThoughtSpotThoughtSpot | AI analytics agent that answers questions from warehouse data. | Paid | Tool | Site checked |
| VannaVanna AI | Open-source framework for building data agents that turn questions into SQL, with user-scoped access. | Open source | Tool + MCP | Site checked |
Fields this role works in
Common questions
What AI tools can a database administrator use?
DBeaver, MongoDB Atlas, Percona Monitoring and Management, pganalyze and Supabase are good places to start. Tasks they support in this work include: administer & migrate databases, tune database performance and write & review SQL.
How should AI output be checked in this role?
Treat it as a draft. Confirm facts, figures, and citations against the original source, and keep accountable decisions with a qualified person. Check the vendor’s data terms before sharing anything confidential.
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →