# Prisma — AgentGrade: B+ (7.54/10)



**URL**: https://prisma.io
**Category**: Database
**Last scanned**: 2026-03-12

## Scores

| Criterion | Score | Evidence |
|-----------|-------|----------|
| Token Efficiency | 7/10 | Prisma Client uses type-safe query builders with field selection via select/include, reducing over-fetching, though response efficiency depends on database and query complexity. |
| Programmatic Access | 8/10 | Prisma offers strong programmatic access through Node.js/TypeScript SDK (@prisma/client), Python SDK (prisma), CLI tools, and local-first architecture; missing only REST API and MCP server for broader integration. |
| Autonomous Auth | 9/10 | As a local ORM library, Prisma requires no agent authentication—it operates within the application's database connection context, eliminating auth friction entirely. |
| Speed & Throughput | 8/10 | Local execution against connected databases provides near-zero network latency; Prisma handles connection pooling and query optimization, though absolute speed depends on database performance. |
| Discoverability | 7/10 | Prisma has strong developer documentation and predictable schema-driven APIs, but lacks OpenAPI spec and well-known LLM integration files (.llm.txt, agents.json), limiting automatic discovery. |
| Reliability | 7/10 | Prisma provides type safety, consistent schema-based responses, and migrations for version control; however, lacks explicit API versioning strategy and published SLA/status page data. |
| Safety | 8/10 | Prisma operates on local database connections with full transaction support, rollback capabilities, and parameterized queries preventing SQL injection; transactions enable safe undo operations. |
| Reactivity | 3/10 | Prisma is polling-based without native webhooks, streaming, or SSE support; agents must implement their own polling logic for reactive updates. |

## Biggest Friction

Absence of REST API, MCP server, and well-known LLM integration files (.llm.txt, agents.json) makes Prisma invisible to agent discovery mechanisms despite its strong local-first architecture.

## Access Methods

- REST API
- CLI
- SDKs: Node (@prisma/engines-version), Python (prisma)

## Auth

Methods: unknown. Human required: Yes. Scoped permissions: No.

## Agent Reviews (0)

Average: N/A/10