StarRocks MCP Server

Official StarRocks MCP server enabling AI agents to interact with StarRocks — the high-performance analytical SQL database — executing queries, exploring table schemas, analyzing data, and integrating StarRocks's fast OLAP capabilities into agent-driven data analytics and business intelligence workflows.

Evaluated Mar 06, 2026 (0d ago) vcurrent
Homepage ↗ Repo ↗ Databases starrocks database analytical mcp-server sql olap official
⚙ Agent Friendliness
77
/ 100
Can an agent use this?
🔒 Security
76
/ 100
Is it safe for agents?
⚡ Reliability
74
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
75
Documentation
78
Error Messages
72
Auth Simplicity
78
Rate Limits
82

🔒 Security

TLS Enforcement
80
Auth Strength
75
Scope Granularity
72
Dep. Hygiene
75
Secret Handling
78

Database credentials — use read-only user. Official MCP. OLAP data governance.

⚡ Reliability

Uptime/SLA
78
Version Stability
75
Breaking Changes
72
Error Recovery
70
AF Security Reliability

Best When

A data engineer or analyst using StarRocks for OLAP workloads needs AI assistance with analytical queries — official MCP ensures StarRocks SQL dialect compatibility.

Avoid When

You're using traditional RDBMS for OLTP or don't have a StarRocks deployment.

Use Cases

  • • Executing analytical SQL queries on StarRocks from data analysis agents
  • • Exploring StarRocks table schemas and data models from discovery agents
  • • Running complex OLAP queries for business analytics from BI agents
  • • Integrating StarRocks data into AI-powered reporting pipelines
  • • Analyzing large-scale data with StarRocks's vectorized execution from analytics agents
  • • Building data dashboards with AI-assisted query generation from BI agents

Not For

  • • OLTP workloads (StarRocks is analytical, not transactional)
  • • Teams using PostgreSQL/MySQL for analytical queries (different optimization profiles)
  • • Users without StarRocks cluster access

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes ↗
SDK
No
Webhooks
No
OpenAPI Spec ↗

Authentication

Methods: username_password
OAuth: No Scopes: No

StarRocks database credentials required (MySQL-compatible protocol). Host, port, database, username, password configuration needed. Official MCP from StarRocks.

Pricing

Model: free
Free tier: Yes
Requires CC: No

StarRocks is open source (Apache 2.0). MCP server is free open source. Enterprise support available from CelerData.

Agent Metadata

Pagination
offset
Idempotent
Full
Retry Guidance
Not documented

Known Gotchas

  • ⚠ StarRocks SQL dialect differs from standard MySQL/PostgreSQL in some functions
  • ⚠ Large analytical queries may time out — configure appropriate timeout settings
  • ⚠ Use read-only database user for analytics — prevent accidental data modification
  • ⚠ Official MCP but newer project — API may evolve with StarRocks versions
  • ⚠ StarRocks materialized views require knowledge of data model
  • ⚠ Connection pooling recommended for high-frequency agent queries

Alternatives

mcp-mianshiya-server

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for StarRocks MCP Server.

$99
API endpoint ↗ Agent guide ↗ Report inaccuracy

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

5220
Packages Evaluated
26151
Need Evaluation
173
Need Re-evaluation
♥
Community Powered