Purpose MemStore is a shared memory layer for teams and AI agents. Its goal is to provide team context to AI so that AI agents retain what the team has recorded across sessions and can retrieve work results from colleagues' memory stores, with sources attached.
Main capabilities
- Cross-session memory: MemStore retains what agents record across multiple sessions and allows agents to recall work records from colleagues' memory stores, with sources attached.
- MCP server and three tools: MemStore is an MCP server that provides three tools (Check in, record, recall), which agents call during their work.
- Daily morning email summary: Each member receives an email in the morning that includes what changed, what is blocked, and who is waiting on them. The material gives a real August summary example (with client and investor names removed).
- Memory source tracking: Recall includes source information.
- Integrations and imports: Can connect to GitHub and Fathom, and can also import past conversations through the Claude chat importer.
- Team sharing by default: For teams that collaborate with agents every day and can accept mutual visibility into each other's memory stores. Work is visible to the team by default, and one person's agent can continue a colleague's progress. A colleague's agent can search your memory store, including personal materials you record. Decisions in Slack need to be recorded manually by you or your agent.
How to use
- Add the MemStore MCP to your agent at https://mem.store/mcp , and set up the agent to check in and record work.
- Invite colleagues to do the same.
- Connect GitHub and Fathom, or use the Claude chat importer to import past conversations.
- Choose the send time for the morning email. MemStore works with Claude, Claude Code, ChatGPT, Codex, and any other MCP client.
Use cases
- Teams quickly getting up to speed on updates before the daily standup.
- Agents needing to continue a colleague's unfinished work.
- Needing to unify work context from sources such as GitHub and Fathom into shared memory.
- Teams that want to include past Claude conversations in recallable memory.
Limitations and billing
- Applicable teams: Suitable for teams that collaborate with agents every day and accept mutual visibility into each other's memory stores.
- Default visibility: Work is visible to the team by default; a colleague's agent can search your memory store, including personal materials. Slack decisions need to be recorded by yourself or by an agent.
- Billing: Eligible teams can first enjoy a 7-day trial. After the trial, it is $150 per team member per month, or $450 per month for a three-person team. Every member who logs into your MemStore team is billed, including read-only members; sending an invitation alone is not billed.
- In the team size example, the monthly cost for three people is $450.
- The material does not state other pricing tiers, free allowances, platform support scope, or refund policy for the product.
Other The material mentions that the team is building a "company brain," with the goal of connecting more tools and notifying the right people when a commitment is overdue or a decision affects someone's work.
