PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
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Last update

 

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7-day average

Indexed today: 1,187

PulseGate

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M

MATU

github.com·Infrastructure

Multi-Agent Tensor Uncertainty for LLM-based multi-agent systems

Open SourceMIT
WebCLIAPISelf-hosted
M
MATU preview
Visit github.com↗

Overview

3 features

MATU sits in PulseGate's AI & ML category. It focuses on enabling robust uncertainty modeling in multi-agent systems using large language models. It is built as an open-source project for AI researchers and developers. MATU is open source under the MIT license. MATU is available on the web, the command line, and API, and it can be self-hosted.

It is developed by tiejin98, and the product first shipped in 2026. Development happens publicly on GitHub with 9 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — MATU occupies a relatively distinct niche. Key capabilities include tensor uncertainty modeling, multi-agent support, and LLM integration.

  • ✓Tensor uncertainty modeling
  • ✓Multi-agent support
  • ✓LLM integration

Tags

tensor-uncertaintymulti-agent-llmai-research

AI capabilities

StructuredWeights: Open

Built with & integrations

AI providers
openai
Runs on
BrowserCLIAPI-onlySelf-hosted

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 15, 7:46 PM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about MATU

What does MATU do?
MATU focuses on enabling robust uncertainty modeling in multi-agent systems using large language models. It is catalogued under AI & ML on PulseGate.
Who is MATU for?
MATU is an open-source project built for AI researchers and developers.
Is MATU free?
Yes — MATU is open source under the MIT license and free to use.
What platforms does MATU run on?
MATU runs on the web, the command line, and API. It can also be self-hosted.
Is MATU still maintained?
PulseGate's automated liveness checks currently classify MATU as active. The GitHub repository shows 9 commits in the last 90 days.
What are alternatives to MATU?
Similar tools tracked by PulseGate include meshagent-agents, agentmesh-lightning, and llmcortex-agent.meshagent-agentsagentmesh-lightningllmcortex-agent
Who makes MATU?
MATU is developed by tiejin98.
When did MATU launch?
MATU first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jan 29, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI researchers and developers
Model
Open source
Solves
Enabling robust uncertainty modeling in multi-agent systems using large language models.

Developer

tiejin98
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
0
Last commit
2mo ago
Commits 90d
9
Contributors
1
Authorship
Solo
Default branch
main

PulseGate index

Confidence
Medium · 77
Indexed
Jun 15, 2026
Lifecycle
Alive
Activity
Active
First seen
Jan 2026
Last seen
4w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqfmk3qp00d33qazd19gpryy
Slug
matu-uq-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 15, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jun 26, 2026
Canonical URL
https://github.com/tiejin98/MATU

Similar apps

Other apps tracked under the same category.

  • meshagent-agents
    pypi.org
  • agentmesh-lightning
    github.com
  • llmcortex-agent
    github.com
  • Lmti
    pypi.org
  • zetaalpha.agents
    github.com
  • total-agent-memory
    github.com