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arca-agent

github.comInfrastructure

PulseGate's liveness check could not reach it on 8 Oct 2026 and checks again before recording anything; it is registered on GitHub and PyPI and has been in the index since 26 Jun 2026. How this is checked

arca-agent is an open-source recursive autonomous cyber agent combining graph neural networks, reinforcement learning, and local LLM reflection. It is designed for cybersecurity automation and pentesting workflows.

Inferred · not functionally tested

Open SourceMITWebCLI
arca-agent preview
Visit github.com
1fork
5features
2026since

Overview

5 features

Purpose: Automating cybersecurity and pentesting tasks using an autonomous agent with local LLM and GNN+RL capabilities.

Inferred · not functionally tested

Audience: cybersecurity professionals and researchers

Inferred · not functionally tested

Functions: agents, workflow_automation

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: unknown

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: browser, cli

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: github.com. These links do not verify the individual claims.

arca-agent sits in PulseGate's Penetration testing & red teaming category. Inferred · not functionally tested: It focuses on automating cybersecurity and pentesting tasks using an autonomous agent with local LLM and GNN+RL capabilities. Inferred · not functionally tested: arca-agent is an open-source project aimed at cybersecurity professionals and researchers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: It ships for the web and the command line.

DipayanDasgupta builds and maintains arca-agent, and it first shipped in 2026. The project is developed in the open on GitHub with 31 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include autonomous agent, GNN integration, and reinforcement learning.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Autonomous agent
  • GNN integration
  • Reinforcement learning
  • Local LLM reflection
  • Cybersecurity tools

Topics: Inferred · not functionally tested

Tags
cyber-agentgnn-rllocal-llmpentesting
AI capabilities
Code
Inference: LocalWeights: Open

JSON profile · Text profile · Access guide

Built with & integrations

Framework
FastAPI
AI providers
local_oss
Runs on
BrowserCLI

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Nothing recorded for this listing in this window.

Frequently asked questions about arca-agent

What is arca-agent?
Inferred · not functionally tested: Arca-agent focuses on automating cybersecurity and pentesting tasks using an autonomous agent with local LLM and GNN+RL capabilities. It is catalogued under Penetration testing & red teaming on PulseGate.
Who should use arca-agent?
Inferred · not functionally tested: arca-agent is an open-source project built for cybersecurity professionals and researchers.
Is arca-agent free?
Basis unknown · not verified: Yes — arca-agent is open source under the MIT license and free to use.
What platforms does arca-agent run on?
Basis unknown · not verified: arca-agent runs on the web and the command line.
Is arca-agent still active?
Unconfirmed. PulseGate's liveness check could not reach it on 8 Oct 2026, and it is checked again before anything is recorded — so it is not recorded as gone.
What projects are similar to arca-agent?
Similar projects tracked by PulseGate include arcen-agent, arcana-agent, and aria-agent.arcen-agentarcana-agentaria-agent
Who makes arca-agent?
arca-agent is developed by DipayanDasgupta.
How long has arca-agent been around?
arca-agent first shipped in 2026.

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