What is tap?
tap lets you turn raw data files (CSV, JSONL, Parquet, etc.) into managed, production-ready APIs in seconds. You upload your data, shape it with SQL transformations as needed, and then expose it via documented, secured endpoints.
Problem
Users need to manually convert data files like CSV and JSON into APIs, which is time-consuming and requires extensive coding expertise, leading to delayed deployment and maintenance overhead.
Solution
A tool that transforms raw data files into production-ready APIs using SQL. Users upload data, apply SQL transformations, and generate documented, secured endpoints (e.g., turning a CSV into an API for real-time app integration).
Customers
Developers, data engineers, and product teams working on data-driven apps who need rapid API deployment without backend infrastructure setup.
Unique Features
Instant API creation from diverse file formats (CSV, JSONL, Parquet), SQL-based data shaping, and automated endpoint security/documentation.
User Comments
Saves hours of manual API coding
Simplifies data-to-API workflows
Intuitive SQL transformations
Fast deployment for prototyping
Secure endpoints out-of-the-box
Traction
Launched on Product Hunt in 2023, featured in top 5 products of the day, used by 1,000+ developers, with 150+ active API deployments monthly.
Market Size
The global API management market is projected to reach $5.3 billion by 2025, driven by demand for rapid data integration in enterprises (Source: MarketsandMarkets).
Alternative Products

MaksPilot - Comparison Excel & CSV files
Excel comparison | makspilot | CSV comparator
# Productivity ToolsInterzoid Text File to API Batch AI Tool
No Code: Consume AI-Powered APIs in Bulk/Batch Mode via UI
# Data Mining
Softaken CSV to vCard Converter
Effortless contacts conversion from CSV files to vCard file
# Data Mining