clickhouse-dataops-mcp 0.1.1

A DataOps-focused MCP server for ClickHouse with query optimization, pipeline latency analysis, and data quality monitoring

clickhouse-dataops-mcp

mcp-name: io.github.Aguantar/clickhouse-dataops-mcp

A DataOps-focused MCP server for ClickHouse with query optimization, pipeline latency analysis, and data quality monitoring.

Features

Unlike generic ClickHouse MCP servers that only run queries, this server acts as a query optimization advisor:

• ch_query — Execute SELECT with automatic partition pruning warnings
• ch_explain_query — EXPLAIN-based analysis with optimization suggestions
• ch_table_schema — Comprehensive table metadata (columns, keys, partitions, samples)
• ch_pipeline_latency — CDC pipeline per-segment latency (p50/p95/p99)
• ch_data_quality — Null/duplicate/gap detection with market coverage checks
• ch_slow_queries — Slow query detection with root cause diagnosis
• ch_disk_usage — Disk analysis with TTL and optimization recommendations
• ch_list_tables — Table catalog with built-in descriptions

Safety

All queries are read-only. DDL/DML operations are blocked at the SQL validation layer:

• Blocked: DROP, TRUNCATE, DELETE, ALTER, INSERT, UPDATE, CREATE, etc.
• Multi-statement queries blocked (; separator)
• Comment-based bypass prevented (comments stripped before validation)
• System tables restricted to allowlist
• Query timeout: 30 seconds
• Row limit enforcement

Installation

pip install clickhouse-dataops-mcp

Usage with Claude Code

Add to your .mcp.json:

{
  "mcpServers": {
    "clickhouse": {
      "command": "clickhouse-mcp-server",
      "env": {
        "CLICKHOUSE_HOST": "localhost",
        "CLICKHOUSE_PORT": "8123",
        "CLICKHOUSE_DATABASE": "cdc_pipeline"
      }
    }
  }
}

Environment Variables

Variable	Default	Description
CLICKHOUSE_HOST	localhost	ClickHouse HTTP host
CLICKHOUSE_PORT	8123	ClickHouse HTTP port
CLICKHOUSE_USER	default	ClickHouse username
CLICKHOUSE_PASSWORD	(empty)	ClickHouse password
CLICKHOUSE_DATABASE	cdc_pipeline	Default database
CLICKHOUSE_QUERY_TIMEOUT	30	Query timeout in seconds

License

MIT