Melra alternatives

The 12 products closest to Melra in what they do and who they're for, best match first.

iFixAi — Audits agent behavior independently without building manual eval harnesses. (Agents, Free)
Rakazo — Complete ownership of data, models, and execution environment. (Agents, Free)
Composio — Equips AI agents with tools, managed user auth, and sandboxes across 1,500+ apps (Agents, Freemium)
MyAgent — It features built-in permission controls, long-term memory, and skill self-evolution. (Agents, Free)
OpenAPPA — Tracks data flows algebraically to prevent prompt injection without breaking agents. (Code, Free)
Kora Doctor — Surfaces waste across tool usage, context growth, and repeated inference without an account. (Code, Free)
Yana AI — Governs AI model actions with a local control plane and human approvals. (Agents, Free)
APIStack — Connect AI agents to over 100 tools using one API key or a single MCP endpoint. (Agents, Freemium)
BrowserOS — Runs entirely locally and lets AI agents use real user logins to complete tasks. (Agents, Free)
Permaura — Enforces user-defined rules and device-signed approvals for AI actions across connected apps. (Agents, Freemium)
Kavela — A reviewer agent checks every task against set rules before it reaches the team. (Agents, Paid)
Bees — Runs AI agents locally on your computer while keeping files, passwords, and sessions private. (Code, Free)