token-gate-llms/TokenGate
Process all your context faster with LLMs that can skim and selectively read what matters
⚡ Executive Summary & Quick Facts
Authoritative SourceTokenGate is TokenGate is an open-source project written in Python: Process all your context faster with LLMs that can skim and selectively read what matters..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), token-gate-llms/TokenGate has accumulated 115 GitHub stars and 8 forks. It is written in Python, licensed under Apache-2.0, and ranks #24,874 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | token-gate-llms/TokenGate ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 115 stars · ⑂ 8 forks · #24,874 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 6 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, TokenGate is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 115 stars and 8 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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[](https://githubrepo.cloud/repo/token-gate-llms/TokenGate?utm_source=readme_badge) [](https://githubrepo.cloud/repo/token-gate-llms/TokenGate?utm_source=readme_badge) [](https://githubrepo.cloud/repo/token-gate-llms/TokenGate?utm_source=readme_badge) [](https://githubrepo.cloud/repo/token-gate-llms/TokenGate?utm_source=readme_badge) [](https://githubrepo.cloud/repo/token-gate-llms/TokenGate?utm_source=readme_badge)Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#3,463
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 |
TokenGate gained 10 stars in the last 30 days, about 1 a day, and now has 115. It is about 1 year old and has averaged roughly 115 stars a year. It ranks #3,463 among Python repositories and #24,874 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#23635
BEST RANK
Nov 12, 2026
FIRST APPEARANCE
Active
STATUS TODAY
TokenGate has maintained a continuous presence across global trending indexes, peaking at #23635. Below is the 30-day activity profile:
💡 Overview
TokenGate is an open-source project written in Python: Process all your context faster with LLMs that can skim and selectively read what matters.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 TokenGate⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
TokenGate 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
Production System Integration
Embed TokenGate into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open Apache-2.0 license.
🚀 Getting Started
Install TokenGate using your package manager: `pip install TokenGate`
Initialize your project workspace or configuration file for TokenGate.
Import TokenGate into your codebase or invoke it directly from your terminal.
Execute your test suite or run `TokenGate --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
token-gate-llms/TokenGate is currently ranked #24,874 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #24,771 | Tsanyamra/GuideNephilim | JavaScript | ★ 116 | Compare ↗ |
| #24,771 | flemuh/radar-public-sector | Python | ★ 116 | Compare ↗ |
| #24,771 | ulymxumfqtdi/dbd-external-esp | Python | ★ 116 | Compare ↗ |
| #24,771 | Balanov/baiagent-director | JavaScript | ★ 116 | Compare ↗ |
| #24,771 | lawandrorder/mate | Python | ★ 116 | Compare ↗ |
| #24,874 | token-gate-llms/TokenGate This Project | Python | ★ 115 | |
| #24,874 | mojombo/egitd | Erlang | ★ 115 | Compare ↗ |
| #24,874 | mhartl/find_mass_assignment | Ruby | ★ 115 | Compare ↗ |
| #24,874 | brown/protobuf | C++ | ★ 115 | Compare ↗ |
| #24,874 | mnaberez/supervisor_twiddler | Python | ★ 115 | Compare ↗ |
| #24,874 | alexrabarts/big_sitemap | Ruby | ★ 115 | Compare ↗ |
Frequently Asked Questions
What does TokenGate do? +
Process all your context faster with LLMs that can skim and selectively read what matters
Is TokenGate actively maintained in 2026? +
Yes, TokenGate is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 115 stars and 6 open issues.
What language is TokenGate written in? +
The primary language is Python. Topics include: software.
How many stars does TokenGate have? +
TokenGate has 115 stars and 8 forks on GitHub.
How does TokenGate rank among GitHub repositories? +
With 115 stars, token-gate-llms/TokenGate is ranked #24,874 globally across all repositories tracked on GitHubRepo and #3,463 among Python projects.
What license is TokenGate distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
