Why is Recallium different?

Runtime memory or development memory

A memory layer like Mem0 or Supermemory is something you build into your product, so that it remembers its users. Their pricing says so: every Mem0 tier lists “Unlimited end users” and meters add and retrieval requests (mem0.ai/pricing), and Supermemory Pro is “3 team seats, unlimited end users”, where a seat is a console login (supermemory.ai/pricing). The memory is about your customers.

Recallium’s memory is about your team’s work: why the code is the way it is, what was tried, what broke and what fixed it. Every engineer and every coding agent on the project reads it and adds to it, so it is priced per engineer.

The alternatives, fairly

• Built-in agent memory. CLAUDE.md, AGENTS.md, Cursor Rules and Claude Code’s auto memory are free and already there. They hold what someone wrote down, or what one agent noticed on one machine, and they load whole into every session. They are not shared across teammates or tools. Keep them for standing instructions; see Claude Code, Codex and Cursor.
• General memory layers. Mem0 and Supermemory ship real Claude Code and Cursor plugins with personal and project memory, and they work for coding. What they store is facts extracted into a general-purpose model, and on published tiers team isolation starts at $249 a month (Mem0 Pro, unlimited projects) or $399 a month (Supermemory Scale, per-tag access), as of October 2026. See Recallium vs Mem0 and Recallium vs Supermemory.
• A notes file in the repository. A shared DECISIONS.md works until the second teammate: nobody updates it in the middle of a fix, it conflicts on merge, and every agent loads all of it.

Five differences you will notice in the first week

• Memory that knows what changed. The team settles on advisory locks for the job queue. When it later moves the queue to Redis, Recallium knows the new call replaced the old one, and agents stop suggesting the old approach.
• Handoffs that resume, not restart. A half-finished migration lives in a workstream. On Monday your agent, or a teammate’s, opens it and picks up from the working state and the session recap instead of re-reading the diff.
• Rules in every session. “Never edit generated files in src/gen” loads at the start of every session, in every connected tool, not only when an agent happens to search for it.
• Commits that explain themselves. A Recallium-Memory: trailer ties a commit to the decision and the fix behind it, so “why is this here?” still has an answer six months later.
• Access by team, project and member. On Recallium Cloud, teams and role-based access are built in: the server decides who reads a repository’s memory, not a naming convention on a shared key.

Priced per engineer, ready in seconds

Recallium Cloud is priced per engineer, because that is who the memory serves. Free includes 500 memories a month until December 2026; Pro adds shared team memory. Teams, Insights and role-based access are part of Recallium Cloud. See pricing.

Store and recall in seconds. There is no daylight between saving a memory and recalling it: Recallium Cloud’s engine processes each one as it lands, so what one agent works out, the next agent finds right away.

Try it on your own repository

1. Run the installer: npx -y recallium install finds the coding agents on your machine and connects each one
2. Sign in once: the installer shows its plan before it writes anything
3. Work as usual: Recallium names the project after the repository and loads its context at the start of each session

Recallium Cloud is in a closed pilot. Join the waitlist, or use your pilot code to start now. Side-by-side tables are on Comparisons.