ashishsinha1602/schemagate
Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,220
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
schemagate gained 10 stars in the last 30 days, about 1 a day, and now has 103. It is about 1 year old and has averaged roughly 103 stars a year. It ranks #2,220 among Python repositories and #16,617 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#15385
BEST RANK
Oct 15, 2026
FIRST APPEARANCE
Active
STATUS TODAY
schemagate has maintained a continuous presence across global trending indexes, peaking at #15385. Below is the 30-day activity profile:
💡 Overview
schemagate is an open-source project written in Python: Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.
Engineered for speed, consistency, and developer ease, it solves common hurdles in access-control, ai-agents, data-engineering. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install schemagate⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
schemagate coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with schemagate.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install schemagate using your package manager: `pip install schemagate`
Initialize your project workspace or configuration file for schemagate.
Import schemagate into your codebase or invoke it directly from your terminal.
Execute your test suite or run `schemagate --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
ashishsinha1602/schemagate is currently ranked #16,617 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #16,565 | aibuildai-inc/aibuildai-llm-posttrain-agent | Python | ★ 104 | Compare ↗ |
| #16,565 | jsdsg666/AutoWWTP-ASM-Demo | Python | ★ 104 | Compare ↗ |
| #16,565 | llros007/lerobot_android | Python | ★ 104 | Compare ↗ |
| #16,565 | sybil-solutions/dsv41-flash-offload | Python | ★ 104 | Compare ↗ |
| #16,565 | MirroS-Lab/AgentGarten | Python | ★ 104 | Compare ↗ |
| #16,617 | ashishsinha1602/schemagate This Project | Python | ★ 103 | |
| #16,617 | caged/lighthouse-api | Ruby | ★ 103 | Compare ↗ |
| #16,617 | purcell/darcs-to-git | Ruby | ★ 103 | Compare ↗ |
| #16,617 | yfactorial/utility_scopes | Ruby | ★ 103 | Compare ↗ |
| #16,617 | aquasync/ruby-msg | Ruby | ★ 103 | Compare ↗ |
| #16,617 | ragnard/redis-clojure | Clojure | ★ 103 | Compare ↗ |
Frequently Asked Questions
What does schemagate do? +
Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.
What language is schemagate written in? +
The primary language is Python. Topics include: access-control, ai-agents, data-engineering, database, langchain.
Is schemagate actively maintained? +
Yes, the last recorded push was on Oct 15, 2026 with 4 open issues being tracked.
How many stars does schemagate have? +
schemagate has 103 stars and 0 forks on GitHub.
How does schemagate rank among GitHub repositories? +
With 103 stars, ashishsinha1602/schemagate is ranked #16,617 globally across all repositories tracked on GitHubRepo and #2,220 among Python projects.
What license is schemagate distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
