Overview of GetProfile
GetProfile is a self-hosted, open-source memory layer that gives AI agents structured, long-term understanding of end users. Instead of storing raw text blobs, it extracts natural-language summaries, typed traits with confidence scores, and importance-weighted memories into a structured user profile kept in your own PostgreSQL database. It is designed for developers building LLM-powered applications who need per-user personalization, auditability, and full data ownership.
Why Look for Alternatives
GetProfile is intentionally focused: it is a memory and profile component, not a full agent framework or workflow platform. Teams may look for alternatives when they need:
- Broader agent tooling — skills management, session orchestration, or multi-agent support beyond memory.
- A managed, all-in-one platform — dashboards, connectors, and autonomous actions without self-hosting.
- Faster app scaffolding — chat UI, streaming, sessions, and billing out of the box.
- Different data or deployment models — SaaS convenience versus self-hosted control.
If your core requirement is structured, typed user profiles with confidence scores stored in your own database, GetProfile remains a strong fit. The alternatives below trade some of that focus for breadth, convenience, or ecosystem reach.
Top Alternatives
1. Skillkit
Skillkit is a CLI-driven ecosystem for managing skills, instructions, and lightweight session memory across 45+ coding agents such as Claude, Cursor, and Copilot. It includes a large skill registry (400K+ skills), auto-translation to 46 agent formats, a built-in security scanner, testing framework, and CI/CD integrations. It runs fully local with zero telemetry by default and supports team sync via a git-based .skills manifest.
Best for: Developers who want to standardize skills and session learnings across many coding agents. Trade-off: Its memory is oriented toward coding-agent sessions, not structured end-user profiles with typed traits, and it lacks a PostgreSQL-backed profile schema or an OpenAI-compatible proxy for injecting user context into arbitrary prompts.
2. Agently
Agently is a managed, autonomous work platform with 100+ connectors, a full UI with dashboards, routines, and document management, and the ability to take end-to-end actions like approving refunds or drafting replies. It links events across tools such as Stripe, Slack, and Linear automatically and requires no self-hosting.
Best for: Teams that want an opinionated, all-in-one AI chief-of-staff that executes work across business tools. Trade-off: It is closed-source and not self-hostable, so data leaves your environment. There is no OpenAI-compatible proxy or drop-in SDK, no structured typed traits with confidence scores in your own PostgreSQL, and access is gated with no free Apache 2.0 option.
3. 21st Agents SDK
21st Agents SDK is a TypeScript-first agent framework with built-in chat UI, streaming, session management, observability, and usage billing. One-command deployment and Y Combinator backing make it attractive for teams that want to ship a complete agent quickly.
Best for: Developers who need a full agent app with chat UI, sessions, and billing without building surrounding infrastructure. Trade-off: It does not offer structured user profiles, typed traits, confidence scores, or importance-weighted memories. It is not self-hosted or PostgreSQL-backed, and it is not a drop-in OpenAI-compatible proxy, so long-term user understanding is limited compared to GetProfile.
How to Choose
Start by defining your primary requirement:
- Structured end-user memory in your own database → GetProfile.
- Skills and session memory across many coding agents → Skillkit.
- A managed, action-taking business assistant → Agently.
- A full agent app with UI, sessions, and billing → 21st Agents SDK.
Then weigh deployment model (self-hosted vs. SaaS), data ownership, openness (open-source vs. closed), and integration style (drop-in proxy vs. framework). If auditability, typed traits, and PostgreSQL control are non-negotiable, GetProfile is likely the better fit; if you need broader tooling or managed convenience, one of the alternatives above may serve you better.
