Who should use project-beacon?

project-beacon is an open-source project built for AI developers and agent-platform engineers.

Does project-beacon have a free plan?

Yes — project-beacon is open source under the Apache-2.0 license and free to use.

What platforms does project-beacon run on?

project-beacon runs on the command line. It can also be self-hosted.

Is project-beacon still active?

The GitHub repository shows 142 commits in the last 90 days.

What projects are similar to project-beacon?

Similar projects tracked by PulseGate include agentbeacon, ai-beacon, and agent-probe-ai.

Who makes project-beacon?

project-beacon is developed by RealMaxPower.

When did project-beacon launch?

project-beacon first shipped in 2026.

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project-beacon

Name: project-beacon
Author: RealMaxPower

PyPIInfrastructure

project-beacon is an Apache-2.0 Python package for evaluating the readiness of AI agents, tools, and multi-agent systems. It provides protocol-neutral trials and simulations, including support for agent interoperability protocols such as MCP and A2A.

Open SourceApache-2.0CLISelf-hosted

Visit PyPI

Overview

5 features

project-beacon sits in PulseGate's LLM eval & observability category. It focuses on testing whether AI agents, tools, and multi-agent systems are ready for reliable deployment. It is built as an open-source project for AI developers and agent-platform engineers. The project is open source (Apache-2.0). It runs on the command line, and it can be self-hosted.

Behind project-beacon is RealMaxPower, and it first shipped in 2026. Development happens publicly on GitHub with 142 commits in the last 90 days. Among its 5 catalogued features are agent evaluation, readiness testing, and multi-agent simulation. It exposes integrations via an MCP server.

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

Agent evaluation
Readiness testing
Multi-agent simulation
MCP support
A2A support

Built with & integrations

Connectors

MCP

Runs on

CLISelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed18 Aug · 00:53 UTC
project-beacon verified against its public source
Source: PulseGate · Open

Frequently asked questions about project-beacon

What is project-beacon?: Project-beacon focuses on testing whether AI agents, tools, and multi-agent systems are ready for reliable deployment. It is catalogued under LLM eval & observability on PulseGate.
Who should use project-beacon?: project-beacon is an open-source project built for AI developers and agent-platform engineers.
Does project-beacon have a free plan?: Yes — project-beacon is open source under the Apache-2.0 license and free to use.
What platforms does project-beacon run on?: project-beacon runs on the command line. It can also be self-hosted.
Is project-beacon still active?: The GitHub repository shows 142 commits in the last 90 days.
What projects are similar to project-beacon?: Similar projects tracked by PulseGate include agentbeacon, ai-beacon, and agent-probe-ai.agentbeacon ai-beacon agent-probe-ai
Who makes project-beacon?: project-beacon is developed by RealMaxPower.
When did project-beacon launch?: project-beacon first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 18 Aug 2026
Built for: AI developers and agent-platform engineers
Model: Open source
Solves: Testing whether AI agents, tools, and multi-agent systems are ready for reliable deployment.

Registered as

GitHub: RealMaxPower/project-beacon
PyPI: project-beacon

Developer

RealMaxPower

Small team

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 18 Aug 2026
Commits 90d: 142
Contributors: 2
Authorship: Small team
Default branch: main

Index record

Identity confidence: Low · 64
Indexed: 18 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 18 Aug 2026

Identity audit (13)

Slug: project-beacon-pypi-org
Lifecycle state recorded: 18 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 18 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 18 Aug 2026
Canonical URL: https://pypi.org/project/project-beacon

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