piwigo

Piwigo is an open-source photo gallery software for the web, designed to manage and share photos online.

Evaluated Mar 14, 2026 (0d ago)
Homepage ↗ Repo ↗ Content Management System photo gallery open source image management
⚙ Agent Friendliness
48
/ 100
Can an agent use this?
🔒 Security
60
/ 100
Is it safe for agents?
⚡ Reliability
38
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
--
Documentation
--
Error Messages
--
Auth Simplicity
100
Rate Limits
50

🔒 Security

TLS Enforcement
100
Auth Strength
50
Scope Granularity
0
Dep. Hygiene
50
Secret Handling
100

No known vulnerabilities reported, but dependency hygiene could be improved.

⚡ Reliability

Uptime/SLA
0
Version Stability
50
Breaking Changes
50
Error Recovery
50
AF Security Reliability

Best When

Used for community photo sharing and managing large image collections.

Avoid When

You need a lightweight solution without complex features.

Use Cases

  • Creating online photo galleries
  • Sharing photos with friends and family
  • Managing large collections of images

Not For

  • Users looking for a simple photo viewer
  • Those who need advanced editing features

Interface

REST API
Yes
GraphQL
No
gRPC
No
MCP Server
No
SDK
No
Webhooks
No

Authentication

Methods: API Key
OAuth: No Scopes: No

Pricing

Model: Open Source
Free tier: Yes
Requires CC: No

Agent Metadata

Idempotent
Unknown
Retry Guidance
Not documented

Alternatives

Full Evaluation Report

Comprehensive deep-dive: security analysis, reliability audit, agent experience review, cost modeling, competitive positioning, and improvement roadmap for piwigo.

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$3

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Scores are editorial opinions as of 2026-03-14.

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