Query Forge
Let your agent analyze and optimize slow SQL through MCP while you tune production or staging databases on a budget.
Overview
Query Forge is a MCP server for the Operate phase that optimizes and analyzes SQL query performance through a remote SSE MCP endpoint.
What is this MCP server?
- Enterprise-oriented SQL query optimizer and performance analyzer
- Remote MCP SSE at query-forge-mcp.vercel.app/api/mcp
- Agent-driven review of SQL plans and tuning suggestions
- Optional EIP-3009 payment-signature for premium settlement
- Published as Query Forge io.github.Evozim/query-forge v1.0.0
- Server version 1.0.0 in MCP manifest
- Remote SSE endpoint: query-forge-mcp.vercel.app/api/mcp
- Stated capabilities: SQL query optimizer and performance analyzer
What problem does it solve?
Indie operators know queries are slow but lack time to manually profile every statement across staging and production.
Who is it for?
Solo SaaS owners who already SQL-debug in the agent and want structured optimizer feedback on hot paths.
Skip if: Greenfield apps with no database yet, or teams that need full managed DBA services instead of analyzer tooling.
What do I get? / Deliverables
Once connected, your agent can run Query Forge analysis so you get actionable SQL tuning direction without leaving the MCP workflow.
- Structured SQL optimization and performance analysis output
- Agent-assisted tuning notes tied to your problematic queries
- Registered remote MCP endpoint for repeat Operate sessions
Recommended MCP Servers
Journey fit
Query performance work usually follows launch when real data and traffic expose bottlenecks, which maps to Operate even if queries were written during Build. Infra is the canonical shelf for performance analyzers and optimizers that keep database-backed SaaS responsive without a dedicated DBA.
How it compares
SQL performance MCP analyzer, not an ORM codegen skill or a database hosting panel.
Common Questions / FAQ
Who is Query Forge for?
It is for builders operating database-backed products who use MCP agents and need SQL optimization and performance analysis on demand.
When should I use Query Forge?
Use it in Operate when latency, cost, or error spikes trace to SQL and you want the agent to help analyze or optimize queries before bigger infra spend.
How do I add Query Forge to my agent?
Configure remote MCP https://query-forge-mcp.vercel.app/api/mcp as sse in your client; add payment-signature when premium settlement is required.