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Rankings · 12 databases and backends · Scanned 3 Nov 2026

Agent-ready databases and backends

We scanned 12 hosted databases and backend-as-a-service platforms the way an AI agent would, and scored how well ChatGPT, Claude and Perplexity can read each one, sign a team up and connect through the API.

Which database or backend platform is best for AI agents?

It depends on what you need agents to do. If you want an agent to sign your team up and connect through the API, Supabase scores highest (96/100), followed by Upstash (93) and Turso (91). Supabase, Upstash, Turso, Convex, Appwrite, Nhost, MongoDB and Neon run remote MCP servers agents can connect to directly. None of them blocks AI agents outright. Scores as of 3 Nov 2026.

#database or backend platformScore /100Core /60Sign up /40API /40Bot wallllms.txtMCPOpenAPIPublic pricingBiggest gap
1SupabaseRe-check live96583640·✓✓✓✓No card needed to start
2UpstashRe-check live93553640·✓✓✓✓No card needed to start
3TursoRe-check live91543440·✓✓✓✓SoftwareApplication data
4ConvexRe-check live88603026·✓✓✓✓SoftwareApplication data
5AppwriteRe-check live87583028·✓✓·✓OpenAPI spec
6XataRe-check live85583024·✓·✓✓Remote MCP server
7NhostRe-check live79503424·✓✓✓✓SoftwareApplication data
8MongoDBRe-check live75493022·✓✓·✓OpenAPI spec
9PlanetScaleRe-check live7458248·✓··✓Remote MCP server
10FirebaseRe-check live7254306····✓Remote MCP server
11CockroachDBRe-check live72581611·✓··✓A self-serve sign-up link
12NeonRe-check live6344037·✓✓✓·Public pricing page

Automated, read-only scan of each homepage, robots.txt, llms.txt, docs, OpenAPI paths and MCP endpoints on 3 Nov 2026. Score = core + the average of Sign up and API, so the two job columns share 40 points. Scores can change; use "Re-check live" for today's result. How scoring works.

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Questions

Which database or backend platform is the most agent-ready?

Supabase, with 96/100 in our scan on 3 Nov 2026.

Which databases and backends block AI agents?

None of the 12 we scanned.

How is the score calculated?

Out of 100: up to 60 core points for what every site needs (agents can reach and read it, structured data, llms.txt), plus the average of two job scores, each out of 40: letting an agent sign a team up (public pricing, an open sign-up page, a free plan) and letting it connect through the API (OpenAPI, MCP, self-serve keys, OAuth self-registration). For Supabase: 58 + (36 + 40) ÷ 2, rounded, = 96.