1
LanceDB
Shares tags: build, data
AI ToolBecomes the API
Supabase + pgvector
Supabase + pgvector focuses on Postgres + vector → Data → Build workflows.
shipped Nov 14, 2025buildpaid
1Build
2Data
3Postgres + vector
Stork Quadrant
Becomes the API· 50/100
Replaceable as a UI, but kept alive as the API the agents call.
“Supabase is a developer-beloved open-source Firebase alternative with real brand gravity in the indie hacker and startup community. The coordination moat is real but thin — it bundles auth, storage, realtime, and Postgres into one platform that would take weeks to replicate from scratch. LLMs can write all the code, but they can't run the infrastructure or hold the auth keys. The risk is commoditization from managed Postgres competitors (Neon, PlanetScale, Turso) and from agents that provision infra directly via APIs.”
Defensibility · 22/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Generate SQL queries and schema designs for a Postgres database
- Write vector similarity search logic and embedding pipeline code
- Explain how to set up pgvector indexes and query patterns
- Draft authentication and row-level security policies
Agent-Readiness · 85/100
- Verified MCP— Stork MCP listing: supabase-mcp-2 (confirmed)
- Listed on agent surfaces— anthropic_directory, cursor + Stork:supabase-mcp-2
- Usage-based pricing— pricing page heuristic match: https://supabase.com/pricing
- Headless agent auth
- Public OpenAPI— https://supabase.com/docs
- Active changelog— https://supabase.com/blog (2026-05-08)
- llms.txt— https://supabase.com/llms.txt
Score history · +28 pts over 3 re-scores
How to defend
Double down on the agent-native angle — become the database layer that AI agents call directly via MCP or function-calling APIs, not just the one developers configure manually. Own the 'Postgres for agents' positioning before Neon does.
- Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
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overview
Overview
Supabase + pgvector focuses on Postgres + vector → Data → Build workflows.
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