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Prescott-Data
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Prescott-Data/jarviscore-framework

JarvisCore is a runtime where AI agents operate as a fleet of equal peers. Agents discover one another by capability, execute tasks from a shared ledger, and authenticate to every external service through a zero-trust broker, never with their own keys.

Python ◇ agent-framework Apache-2.0
★203STARS
⑂17FORKS
!19ISSUES
🏆#19,144GLOBAL RANK
🔥16DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

jarviscore-framework is jarviscore-framework is an open-source project written in Python: JarvisCore is a runtime where AI agents operate as a fleet of equal peers. Agents discover one another by capability, execute tasks from a shared ledger, and authenticate to every external service through a zero-trust broker, never with their own keys..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Prescott-Data/jarviscore-framework has accumulated 203 GitHub stars and 17 forks. It is written in Python, licensed under Apache-2.0, and ranks #19,144 globally. It is actively maintained with the latest commit recorded on Oct 24, 2026.”
Repository Prescott-Data/jarviscore-framework ↗
Primary Category agent framework
Language & Stack Python
Software License Apache-2.0
Community Traction ★ 203 stars · ⑂ 17 forks · #19,144 globally
Maintenance ● Active (Last commit: Oct 24, 2026) · 19 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: 88/100 · Grade A
✅
Is jarviscore-framework actively maintained in 2026?
Verdict: Actively Maintained

Yes, jarviscore-framework is actively maintained. Continuous telemetry recorded the last code commit on Oct 24, 2026 (20 days ago). Supported by 203 stars and 17 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (20 days ago) and healthy issue cadence.

Commit Recency
Oct 24, 2026
20 days since last push
Issue Backlog
19 Open Issues
Healthy Issue Cadence
Community Backing
17 Forks
203 Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for Prescott-Data/jarviscore-framework
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#2,534

MOST-STARRED Python

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

jarviscore-framework gained 10 stars in the last 30 days, about 1 a day, and now has 203. It is about 1 year old and has averaged roughly 203 stars a year. It ranks #2,534 among Python repositories and #19,144 across all languages on GitHubRepo.

Trending Record

jarviscore-framework has maintained a continuous presence across global trending indexes, peaking at #14672. Below is the 30-day activity profile:

💡 Overview

jarviscore-framework is an open-source project written in Python: JarvisCore is a runtime where AI agents operate as a fleet of equal peers. Agents discover one another by capability, execute tasks from a shared ledger, and authenticate to every external service through a zero-trust broker, never with their own keys.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-framework, agentic-ai, agents. 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 jarviscore-framework

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

jarviscore-framework 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 jarviscore-framework.

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

1

Install jarviscore-framework using your package manager: `pip install jarviscore-framework`

2

Initialize your project workspace or configuration file for jarviscore-framework.

3

Import jarviscore-framework into your codebase or invoke it directly from your terminal.

4

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

👍 Strengths

Active community backing with 203 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

Prescott-Data/jarviscore-framework is currently ranked #19,144 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#19,106 darksidewalker/ComfyUI-DaSiWa-Nodes Python ★ 204 Compare ↗
#19,106 artembobkin/ImmersiveMap Swift ★ 204 Compare ↗
#19,106 veteranbv/inky-bird Python ★ 204 Compare ↗
#19,106 windcicada/Hundun-Flow C++ ★ 204 Compare ↗
#19,106 botiverse/oar TypeScript ★ 204 Compare ↗
#19,144 Prescott-Data/jarviscore-framework This Project Python ★ 203
#19,144 vigetlabs/jmapping JavaScript ★ 203 Compare ↗
#19,144 joearms/elib1 Erlang ★ 203 Compare ↗
#19,144 ecukes/ecukes Emacs Lisp ★ 203 Compare ↗
#19,144 celery/librabbitmq C ★ 203 Compare ↗
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Frequently Asked Questions

What does jarviscore-framework do? +

JarvisCore is a runtime where AI agents operate as a fleet of equal peers. Agents discover one another by capability, execute tasks from a shared ledger, and authenticate to every external service through a zero-trust broker, never with their own keys.

Is jarviscore-framework actively maintained in 2026? +

Yes, jarviscore-framework is actively maintained. The latest code push was recorded on Oct 24, 2026 (20 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 203 stars and 19 open issues.

What language is jarviscore-framework written in? +

The primary language is Python. Topics include: agent-framework, agentic-ai, agents, ai, ai-agents.

How many stars does jarviscore-framework have? +

jarviscore-framework has 203 stars and 17 forks on GitHub.

How does jarviscore-framework rank among GitHub repositories? +

With 203 stars, Prescott-Data/jarviscore-framework is ranked #19,144 globally across all repositories tracked on GitHubRepo and #2,534 among Python projects.

What license is jarviscore-framework distributed under? +

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

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