Executive Summary

Many Supabase and BaaS-using engineering teams waste time rebuilding the same developer utilities (migrations, seeds, file ops, admin tasks) and stitching them into agent/tool invocation flows, which slows prototyping and production rollout; platform engineers, ML/agent integrators, and developer teams feel this friction daily. This problem is amplified as teams adopt agent architectures that expect standardized tool servers rather than ad-hoc endpoints. You could build a hosted, MCP-compliant tool server that exposes 120+ developer utilities as discoverable endpoints and SDKs for Supabase projects, with one-click integration, RBAC, RLS template generation, audit logs, and UI for permissions and usage monitoring. The product would be optimized for agent invocation patterns and include deployment and SLA options to meet security and latency needs. The timing is favorable: BaaS adoption is growing and agent architectures are moving from research to production, creating demand for standardized tooling; the target market is roughly $1.2B (400K developer teams × $3K ACV) with a market score of 88/100 and revenue potential of 86/100. Teams are explicitly willing to pay for hosted tooling that gives built-in security, auditability, and seamless backend integration. You can differentiate by being first‑class for Supabase (native RLS/RBAC integration), fully MCP-compliant for agent tool invocation, and by offering enterprise features (audit logs, templates, hosted SLAs) out of the box. Be honest about challenges: competition is medium, operating and maintaining 120+ utilities is nontrivial, and you’ll need strong security and trust-building to win platform teams—but the payoff looks sizable if you execute with a clear Supabase-focused value proposition.

Market Opportunity

Expose 120+ developer utilities over MCP to speed Supabase developer workflows targets a $1.2B = 400K developer teams × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 30% YoY — based on rapid growth in LLM developer tooling and agent adoption reported across developer platforms and cloud marketplaces.

Key trends driving demand: Agent architectures and tool invocation are rapidly moving from research to production, creating demand for standardized tool servers that follow MCP.; Developer adoption of BaaS platforms (Supabase, Firebase) is growing, and teams prefer plugins/extensions that integrate seamlessly with their backend.; Security and auditability expectations for LLM interactions are rising, so teams will pay for hosted tooling that provides RBAC, RLS templates, and audit logs.; Multi-model strategies are increasing, and neutral MCP tool servers that work across LLM providers will be attractive to teams avoiding vendor lock-in..

Key competitors include LangChain (agents & tools ecosystem), OpenAI Plugins / Tooling, Self-hosted Developer Tool Servers (community / bespoke).

Sign in to access

Expose 120+ developer utilities over MCP to speed Supabase developer workflows

Executive Summary

Market Validation

Market Opportunity

More in Developer Tools

Manage dozens of websites with centralized automation and governance

Reduce latency & cost with AI-driven backend optimization for mobile games

Missed sales from phone leads fixed by an API phone system that captures and qualifies

AI coding tools lose context, provide persistent cross-tool memory

Open-ended scientific tasks lack rigorous, domain-expert benchmarks

Fix fragile delivery-app checkout flows with AI-driven test & observability