Who should use intentprobe?

intentprobe is an open-source project built for AI security researchers and developers.

Does intentprobe have a free plan?

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

What platforms does intentprobe run on?

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

Is intentprobe still maintained?

The GitHub repository shows 64 commits in the last 90 days.

Who develops intentprobe?

intentprobe is developed by mcpware.

When did intentprobe launch?

intentprobe first shipped in 2026.

Is intentprobe open source?

Yes — intentprobe is open source under the Apache-2.0 license, developed on GitHub.

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intentprobe

Name: intentprobe
Author: mcpware

PyPIInfrastructure

intentprobe is an open-source CLI tool for scanning and analyzing activation probes in AI agent tools and MCP servers. It helps security researchers and developers identify vulnerabilities and ensure the integrity of AI agent environments.

Open SourceApache-2.0CLISelf-hosted

Visit PyPI

8stars

4features

2026since

Overview

4 features

intentprobe sits in PulseGate's AI & LLM security category. It focuses on detecting and analyzing activation probes and potential vulnerabilities in AI agent tools and MCP servers. It is built as an open-source project for AI security researchers and developers. intentprobe is open source under the Apache-2.0 license. It runs on the command line, and it can be self-hosted.

mcpware builds and maintains intentprobe, and it first shipped in 2026. Development happens publicly on GitHub with 64 commits in the last 90 days. Among its 4 catalogued features are activation probe scanning, AI agent tool support, and MCP server compatibility. It exposes integrations via an MCP server.

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

Activation probe scanning
AI agent tool support
MCP server compatibility
Security analysis

Built with & integrations

Connectors

MCP

Runs on

CLISelf-hosted

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 8Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed29 Jun · 23:12 UTC
intentprobe verified via PyPI Bulk Enumerator
Source: PyPI Bulk Enumerator · Open

Frequently asked questions about intentprobe

What is intentprobe?: Intentprobe focuses on detecting and analyzing activation probes and potential vulnerabilities in AI agent tools and MCP servers. It is catalogued under AI & LLM security on PulseGate.
Who should use intentprobe?: intentprobe is an open-source project built for AI security researchers and developers.
Does intentprobe have a free plan?: Yes — intentprobe is open source under the Apache-2.0 license and free to use.
What platforms does intentprobe run on?: intentprobe runs on the command line. It can also be self-hosted.
Is intentprobe still maintained?: The GitHub repository shows 64 commits in the last 90 days.
Who develops intentprobe?: intentprobe is developed by mcpware.
When did intentprobe launch?: intentprobe first shipped in 2026.
Is intentprobe open source?: Yes — intentprobe is open source under the Apache-2.0 license, developed on GitHub.

At a glance

Platforms: CLI
Languages: English
Open source: Yes · ★ 8
License: Apache-2.0
Built for: AI security researchers and developers
Model: Open source
Solves: Detecting and analyzing activation probes and potential vulnerabilities in AI agent tools and MCP servers.

Registered as

GitHub: mcpware/IntentProbe
PyPI: intentprobe

Developer

mcpware

Solo developer

GitHub

Open source

View on GitHub

Stars: 8
Forks: 0
Open issues: 0
Last commit: 19 Jun 2026
Commits 90d: 64
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v0.1.4 · 9 Jun 2026

Index record

Indexed: 29 Jun 2026
Lifecycle: Alive
Last seen: 29 Jun 2026

Identity audit (12)

Slug: intentprobe-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 29 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Recorded source: taxonomy-pass-b.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/intentprobe

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