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Mercor-Intelligence
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Mercor-Intelligence/archipelago

Harness for running and evaluating AI agents against RL environments

Python ◇ developer-tools Apache-2.0
★284STARS
⑂69FORKS
!20ISSUES
🏆#13,596GLOBAL RANK
🔥14DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

archipelago is archipelago is an open-source project written in Python: Harness for running and evaluating AI agents against RL environments..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), Mercor-Intelligence/archipelago has accumulated 284 GitHub stars and 69 forks. It is written in Python, licensed under Apache-2.0, and ranks #13,596 globally. It is actively maintained with the latest commit recorded on Oct 15, 2026.”
Repository Mercor-Intelligence/archipelago ↗
Primary Category developer tools
Language & Stack Python
Software License Apache-2.0
Community Traction ★ 284 stars · ⑂ 69 forks · #13,596 globally
Maintenance ● Active (Last commit: Oct 15, 2026) · 20 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+
✅
Is archipelago actively maintained in 2026?
Verdict: Actively Maintained & Highly Recommended

Yes, archipelago is actively maintained. Continuous telemetry recorded the last code commit on Oct 15, 2026 (14 days ago). Supported by 284 stars and 69 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.

Commit Recency
Oct 15, 2026
14 days since last push
Issue Backlog
20 Open Issues
Healthy Issue Cadence
Community Backing
69 Forks
284 Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for Mercor-Intelligence/archipelago
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,751

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+0+10+90
Per day111
Forks gained+0+3+10

archipelago gained 10 stars in the last 30 days, about 1 a day, and now has 284. It is about 1 year old and has averaged roughly 284 stars a year. It ranks #1,751 among Python repositories and #13,596 across all languages on GitHubRepo.

Trending Record

archipelago has maintained a continuous presence across global trending indexes, peaking at #10836. Below is the 30-day activity profile:

💡 Overview

archipelago is an open-source project written in Python: Harness for running and evaluating AI agents against RL environments.

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

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install archipelago

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

archipelago 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 archipelago 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

1

Install archipelago using your package manager: `pip install archipelago`

2

Initialize your project workspace or configuration file for archipelago.

3

Import archipelago into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `archipelago --help` to verify successful setup.

👍 Strengths

Active community backing with 284 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

Mercor-Intelligence/archipelago is currently ranked #13,596 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#13,575 luantak/FokusLauncher Kotlin ★ 285 Compare ↗
#13,575 virtengine/bosun JavaScript ★ 285 Compare ↗
#13,575 trudenboy/sendspin-bt-bridge Python ★ 285 Compare ↗
#13,575 lotchuazzz-crypto/papergraph-mcp Python ★ 285 Compare ↗
#13,575 sno-ai/sno-station-skills Shell ★ 285 Compare ↗
#13,596 Mercor-Intelligence/archipelago This Project Python ★ 284
#13,596 cezarsa/silver_bird JavaScript ★ 284 Compare ↗
#13,596 msantos/procket Erlang ★ 284 Compare ↗
#13,596 commonsense/conceptnet Python ★ 284 Compare ↗
#13,596 errai/errai Java ★ 284 Compare ↗
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Frequently Asked Questions

What does archipelago do? +

Harness for running and evaluating AI agents against RL environments

Is archipelago actively maintained in 2026? +

Yes, archipelago is actively maintained. The latest code push was recorded on Oct 15, 2026 (14 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 284 stars and 20 open issues.

What language is archipelago written in? +

The primary language is Python. Topics include: software.

How many stars does archipelago have? +

archipelago has 284 stars and 69 forks on GitHub.

How does archipelago rank among GitHub repositories? +

With 284 stars, Mercor-Intelligence/archipelago is ranked #13,596 globally across all repositories tracked on GitHubRepo and #1,751 among Python projects.

What license is archipelago distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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