marmotdata/marmot
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
⚡ Executive Summary & Quick Facts
Authoritative Sourcemarmot is marmot is an open-source project written in Go: The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), marmotdata/marmot has accumulated 628 GitHub stars and 31 forks. It is written in Go, licensed under MIT, and ranks #11,037 globally. It is actively maintained with the latest commit recorded on Nov 1, 2026.”
| Repository | marmotdata/marmot ↗ |
|---|---|
| Primary Category | bigdata |
| Language & Stack | Go |
| Software License | MIT |
| Community Traction | ★ 628 stars · ⑂ 31 forks · #11,037 globally |
| Maintenance | ● Active (Last commit: Nov 1, 2026) · 27 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, marmot is actively maintained. Continuous telemetry recorded the last code commit on Nov 1, 2026 (11 days ago). Supported by 628 stars and 31 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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+9
STARS · LAST 30 DAYS
1
PER DAY
#1,249
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +9 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
marmot gained 9 stars in the last 30 days, about 1 a day, and now has 628. It is about 2 years old and has averaged roughly 314 stars a year. It ranks #1,249 among Go repositories and #11,037 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#1367
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
marmot has maintained a continuous presence across global trending indexes, peaking at #1367. Below is the 30-day activity profile:
💡 Overview
marmot is an open-source project written in Go: The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
Engineered for speed, consistency, and developer ease, it solves common hurdles in bigdata, data-catalog, data-collaboration. 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 Go 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
$ go install github.com/marmotdata/marmot@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
marmot coordinates its core functionality through a modular Go 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 marmot into Go 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 MIT license.
🚀 Getting Started
Install marmot using your package manager: `go install github.com/marmotdata/marmot@latest`
Initialize your project workspace or configuration file for marmot.
Import marmot into your codebase or invoke it directly from your terminal.
Execute your test suite or run `marmot --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
marmotdata/marmot is currently ranked #11,037 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #11,028 | chainguard-dev/melange | Go | ★ 629 | Compare ↗ |
| #11,028 | basecamp/activerecord-tenanted | Ruby | ★ 629 | Compare ↗ |
| #11,028 | ServiceStack/llms | JavaScript | ★ 629 | Compare ↗ |
| #11,028 | KolbyML/Manatan | Rust | ★ 629 | Compare ↗ |
| #11,028 | openai/tunnel-client | Go | ★ 629 | Compare ↗ |
| #11,037 | marmotdata/marmot This Project | Go | ★ 628 | |
| #11,037 | Azure/azure-resource-manager-schemas | TypeScript | ★ 628 | Compare ↗ |
| #11,037 | rancher/dashboard | TypeScript | ★ 628 | Compare ↗ |
| #11,037 | Krypton-Suite/Standard-Toolkit | C# | ★ 628 | Compare ↗ |
| #11,037 | tkslucas/Neodisk | Swift | ★ 628 | Compare ↗ |
| #11,037 | codiume/orbit | TypeScript | ★ 628 | Compare ↗ |
Frequently Asked Questions
What does marmot do? +
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
Is marmot actively maintained in 2026? +
Yes, marmot is actively maintained. The latest code push was recorded on Nov 1, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 628 stars and 27 open issues.
What language is marmot written in? +
The primary language is Go. Topics include: bigdata, data-catalog, data-collaboration, data-discovery, data-exploration.
How many stars does marmot have? +
marmot has 628 stars and 31 forks on GitHub.
How does marmot rank among GitHub repositories? +
With 628 stars, marmotdata/marmot is ranked #11,037 globally across all repositories tracked on GitHubRepo and #1,249 among Go projects.
What license is marmot distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
