Chart + MinIO MCP Server

MCP server combining chart generation and MinIO object storage — enabling AI agents to generate charts and visualizations from data, store them in MinIO (S3-compatible object storage), and retrieve URLs for embedding in documents and reports. Enables agents to create visual data outputs that persist beyond the conversation context.

Evaluated Mar 06, 2026 (0d ago) vcurrent
Homepage ↗ Repo ↗ Other charts minio visualization mcp-server s3 object-storage reporting
⚙ Agent Friendliness
67
/ 100
Can an agent use this?
🔒 Security
78
/ 100
Is it safe for agents?
⚡ Reliability
62
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
62
Documentation
62
Error Messages
60
Auth Simplicity
82
Rate Limits
80

🔒 Security

TLS Enforcement
82
Auth Strength
80
Scope Granularity
72
Dep. Hygiene
72
Secret Handling
80

MinIO access key/secret. Configure HTTPS for MinIO. Chart content may be sensitive — control bucket ACLs. Keep credentials secure.

⚡ Reliability

Uptime/SLA
62
Version Stability
62
Breaking Changes
60
Error Recovery
62
AF Security Reliability

Best When

An agent needs to create charts from data and store them persistently — combining chart generation with S3/MinIO storage enables shareable visualization artifacts.

Avoid When

You don't have MinIO or S3 storage available, or you need interactive/dynamic charts rather than static images.

Use Cases

  • Generating charts from data and storing them in MinIO from reporting agents
  • Creating visualizations for reports and dashboards from data analysis agents
  • Producing shareable chart URLs for embedding in documents from documentation agents
  • Building data visualization pipelines with persistent storage from analytics agents
  • Generating and archiving time-series charts from monitoring agents

Not For

  • Teams without MinIO or S3-compatible object storage infrastructure
  • Interactive/dynamic charts (this generates static chart images)
  • Real-time dashboard streaming (static chart generation only)

Interface

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

Authentication

Methods: api_key
OAuth: No Scopes: No

MinIO/S3 access key and secret key required. Configure endpoint URL, access key, and secret key. Set MINIO_ENDPOINT, MINIO_ACCESS_KEY, MINIO_SECRET_KEY environment variables.

Pricing

Model: free
Free tier: Yes
Requires CC: No

MCP server and MinIO are both free for self-hosted use. If using AWS S3 as backend, standard S3 storage costs apply.

Agent Metadata

Pagination
none
Idempotent
Full
Retry Guidance
Not documented

Known Gotchas

  • Requires MinIO or S3-compatible storage already running — not plug-and-play without storage
  • Chart types and customization options depend on underlying charting library
  • Generated chart URLs may require public bucket access — configure MinIO bucket policies carefully
  • Community MCP with limited documentation — test chart types before relying on in production
  • Data format requirements for chart generation must be matched exactly

Alternatives

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Chart + MinIO MCP Server.

$99

Scores are editorial opinions as of 2026-03-06.

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