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provalume
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provalume

PyPI·Infrastructure

Provalume is an open-source, git-aware memory layer for autonomous software agents. It uses SQLite to persistently track what worked, what failed, current truths, and the evidence behind each conclusion. Designed for multi-agent systems and local-first workflows, it includes verification capabilities and an MCP interface for seamless integration with agent frameworks.

Open SourceApache-2.0
CLISelf-hostedAPI
P
Visit PyPI↗

Overview

5 features

provalume sits in PulseGate's AI & ML category. Autonomous agents lacking reliable, verifiable long-term memory that tracks outcomes, evidence and current state. It is built as an open-source project for developers. provalume is open source under the Apache-2.0 license. It runs on the command line and API, and it can be self-hosted.

Andy Yaro builds and maintains provalume, and the product first shipped in 2026. Development happens publicly on GitHub with 8 commits in the last 90 days. Key capabilities include agent memory, provenance tracking, and git integration. It exposes integrations via an MCP server.

  • ✓Agent memory
  • ✓Provenance tracking
  • ✓Git integration
  • ✓Verification
  • ✓SQLite backend

Tags

agent-memoryprovenance-trackingmulti-agentlocal-firstverification

AI capabilities

StructuredInference: Local

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hostedAPI-only

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Open Source✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 25, 5:16 PM

    provalume verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about provalume

What does provalume do?
Autonomous agents lacking reliable, verifiable long-term memory that tracks outcomes, evidence and current state. It is catalogued under AI & ML on PulseGate.
Who is provalume for?
provalume is an open-source project built for developers.
Is provalume free?
Yes — provalume is open source under the Apache-2.0 license and free to use.
What platforms does provalume run on?
provalume runs on the command line and API. It can also be self-hosted.
Is provalume still maintained?
PulseGate's liveness checks currently classify provalume as active. The GitHub repository shows 8 commits in the last 90 days.
What are alternatives to provalume?
Similar tools tracked by PulseGate include memvine, MemoV, and betterdb-agent-memory.memvineMemoVbetterdb-agent-memory
Who makes provalume?
provalume is developed by Andy Yaro.
When did provalume launch?
provalume first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
Apache-2.0
First seen
Jul 25, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Autonomous agents lacking reliable, verifiable long-term memory that tracks outcomes, evidence and current state.

Developer

Andy Yaro
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
6
Last commit
3d ago
Commits 90d
8
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.1.0 · 3d ago

Live coverage

Confidence
Low · 64
Indexed
Jul 25, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
3d ago
Identity audit (10)
Entity ID
cms0mrwaf0b5dfbb3htda3cns
Slug
provalume-pypi-org
Lifecycle last checked
Jul 25, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 25, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 25, 2026
Canonical URL
https://pypi.org/project/provalume

Similar apps

Other apps tracked under the same category.

  • memvine
    pypi.org
  • MemoV
    memov.ai
  • betterdb-agent-memory
    pypi.org
  • PerSQL
    persql.com
  • Provenize
    provenize.ai
  • sqlproctor
    pypi.org