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Empirica: Make AI agents and AI workflows measurably reliable. It is listed under Development & Code on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Empirica. This is an automatic list. We have not written a researched verdict for Empirica yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
The local-first operating system for building, running, and improving AI agents, workflows, and autonomous goals.
AGNT is a local first agent operating system: a desktop workspace for Windows, macOS and Linux where users bring their existing AI subscriptions, API keys or local models and have agents carry out whole jobs across research, coding, content and operations. A coordinating assistant called Annie manages the work, with me...
Give your AI a real, persistent memory.
AI Memory Vault is a free memory system for Claude Code published by the creator behind jaredrhod, who shares practical AI setups for business owners. The vault is a folder of plain text files on your own computer: Claude Code reads it at the start of every conversation and writes to it as you work, so the assistant ke...
Aiden — an autonomous AI agent and work engine built solo.
Aiden is an open source personal AI runtime from Taracod that it describes as a DevOS: an agent that runs on your own machine, takes a goal written in plain English, turns it into a durable job made of steps, and executes those steps with approvals. After each action it checks that the action actually worked, records e...
Rooms for people and agents.
Alook is a shared workspace where people and AI coding agents talk in the same rooms. Users connect agents that already run on their own machines, such as Claude Code, Codex, Grok Build, Cursor, OpenCode or Pi, and give each one a handle, an inbox and memory that persists. Teammates, family or friends can then message ...
Cognee is the open-source AI memory platform for agents.
Cognee is an open source memory platform for AI agents. It gives agents persistent memory across sessions by combining graph, vector and relational retrieval, so an agent can recall what it did last week, connect facts that live in different systems, and follow domain rules it was never trained on. Developers install i...
Memory for AI agents that learns what is wrong and stops repeating it.
Hippo is a long term memory layer for AI coding agents. It stores lessons from your sessions locally and surfaces them again in later ones, so an agent does not repeat the same deployment mistake or forget a project convention such as which package manager a repository uses. The design borrows from how human memory be...