memsprout

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About memsprout

memsprout provides a shared memory system for teams to store and retrieve context that their AI agents can access. Each team member captures decisions, conventions, and domain knowledge once, and the platform pipes this context into any MCP-compatible AI agent such as Cursor, Claude Code, Copilot, or GitHub Copilot. Memories are organized into Spaces with role-based access, Topics for grouping related content, and versioned entries with provenance tracking. The system eliminates the need for repetitive context sharing across teams and prevents knowledge from being siloed in private chat logs or per-repo files. It supports both personal and shared spaces, with version history and rollback capabilities for every memory. The platform integrates with existing development tools and workflows without requiring separate wikis or manual copy-pasting.

Key features

  • Capture context manually or via AI agents
  • Spaces with owner/editor/viewer roles
  • Topics for organizing related memories
  • Version history and rollback for memories
  • Provenance tracking for each memory
  • Integration with Cursor, Claude Code, Copilot, and other MCP clients
  • Row-level security enforced at the database level
  • Unlimited personal spaces on Individual plan

Use cases

  • Maintaining team-wide coding conventions and best practices
  • Documenting product decisions and feature specifications
  • Sharing deployment and release processes across engineering teams

Pros

  • Captures context once and makes it available to all AI agents
  • Organizes memories into Spaces and Topics with role-based access control
  • Version history and provenance tracking for every memory
  • Works with any MCP-compatible AI client
  • Supports both personal and team collaboration

Cons

  • No free tier after trial period
  • Requires MCP client compatibility
  • Enterprise features limited to custom pricing tier

Frequently asked questions about memsprout

What is memsprout and what does it do?

memsprout provides a shared memory system for teams to store and retrieve context that their AI agents can access. It allows team members to capture decisions, conventions, and domain knowledge once, which is then piped into any MCP-compatible AI agent such as Cursor, Claude Code, Copilot, or GitHub Copilot.

Who is memsprout designed for?

memsprout is designed for teams of engineers, product managers, and other roles who use AI agents in their workflows. It helps eliminate context silos and repetitive explanations by providing a shared source of truth accessible to all team members and their AI tools.

How does memsprout integrate with existing tools?

memsprout connects to any MCP client, including Cursor, Claude Code, Copilot, and ChatGPT, without requiring separate wikis or manual copy-pasting. It integrates directly into the tools your team already uses, ensuring seamless adoption.

What are the pricing models for memsprout?

memsprout offers an Individual plan, a Team plan priced per user, and an Enterprise plan with custom pricing. All plans start with a 14-day free trial, and the Team plan includes one invoice for the whole team with admin controls.

Can I control access to shared memories in memsprout?

Yes, memsprout provides role-based access control with owner, editor, and viewer permissions for Spaces. These roles apply to both team members and AI clients, ensuring the right context reaches the right agents while maintaining governance.

How do I get started with memsprout?

You can get started with memsprout for free by signing up and connecting your first AI agent in about two minutes. The platform guides you through setting up your first Space and capturing your initial memories.

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