Data Sources
AI Clients
How it works
Get your AI agents connected to your data in minutes
Connect your data sources
Add your PostgreSQL, Snowflake, BigQuery, or other data source credentials. Encrypted at rest.
Define your tools
Write SQL templates with typed parameters. Control exactly what data AI can access.
Connect your AI
Point any MCP-compatible client to your endpoint. AI discovers and calls tools automatically.
See it in action
-- get_quarterly_revenue tool
-- Source: PostgreSQL (production-db)
SELECT
SUM(amount) as revenue,
COUNT(*) as transactions
FROM orders
WHERE
quarter = {{ quarter }}
AND year = {{ year }}
AND status = 'completed'Why not just use a generic SQL MCP?
Generic SQL servers let AI write queries on the fly. Different SQL every time. Untestable. Unpredictable. Fine for demos. Dangerous for production.
| Generic SQL MCP | Datatape | |
|---|---|---|
| Who writes SQL? | The AI (different every time) | Your team (once, reviewed, tested) |
| What can AI access? | Everything in the database | Only the tools you expose |
| Same question = same query? | No | Yes — deterministic templates |
| Testable? | No — can't predict AI output | Yes — same SQL, same result |
| Read-only enforced? | By convention | By platform (SQLGlot) |
| Auditable? | No — arbitrary queries | Yes — known tools, logged params |
Three pillars of production AI data access
Security
AI only sees what you expose.
Generic SQL MCP gives AI raw access to everything. Datatape scopes tools per server with read-only enforcement at the platform level. Team-based API keys isolate access, and every query is logged for audit and compliance.
Determinism
Same tool, same query, every time.
LLMs generate different SQL each time. Datatape uses pre-defined SQL templates that are testable, auditable, and debuggable.
Speed
Ship in minutes, not weeks.
Connect a data source, define tools, get an MCP URL. Multiple sources behind one endpoint. No infrastructure to build. No servers to deploy. Your agents are connected in 5 minutes.
Built for teams that need data access
Give every team AI-powered access to the data they need
Customer Support AI
Look up order status, shipping info, customer history. Your support AI gets context without raw database access.
Sales & CRM
Pull pipeline data, account health, renewal dates. Sales teams use AI without learning SQL.
Internal Analytics
Answer "how many users signed up last week?" instantly. AI runs your pre-approved queries.
Product & Engineering
Query feature flags, A/B test results, error logs. Debug faster with AI-assisted data access.
Finance & Operations
Expense reports, invoice status, inventory levels. Controlled access to sensitive financial data.
HR & People Ops
PTO balances, org chart lookups, headcount reports. HR data stays protected.
Who it's for
Stop letting AI go wild with your data.
Start your 7-day free trial. No credit card required.