DATABASES & DATA ENGINEERING · PRACTITIONER
SQL developer
AI tools to consider for an SQL developer include SQLAI.ai, DocQuery, SheetDB and TblFlow. They support tasks common in this work: write & review SQL, tune database performance and design schemas & data models.
Also known as: T-SQL PL/SQL query developer
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 |
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 |
Design schemas & data models
Model tables and relationships, and review schema changes.
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| ChartDBChartDB | Open-source database diagram editor that visualises schemas and exports DDL. | Open source | Tool | Site checked |
| dbdiagramHolistics | Draws entity relationship diagrams from a simple text language. | Free + paid | Tool | Site checked |
| HackoladeHackolade | Data modelling for NoSQL, SQL and API schemas. | Paid | Tool | Site checked |
| ErdDocsNot verified | ER diagrams from SQL, Prisma or ORM models. One tool, no account, nothing stored. | Pricing not verified | MCP | Site checked |
| toro4nNot verified | Draw, shape, and edit Neo4j graph data models in toro4n with your AI assistant. | 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 |
| Informatica CLAIREInformatica | AI assistance across enterprise data integration, quality and governance. | Contact sales | Tool | Site checked |
Fields this role works in
Common questions
What AI tools can an SQL developer use?
SQLAI.ai, DocQuery, SheetDB, TblFlow and OrionBI are good places to start. Tasks they support in this work include: write & review SQL, tune database performance and design schemas & data models.
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 →
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