memsprout
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Shared AI-context for teams

Your team’s AI agents, working from one shared brain.

Every engineer, PM, and agent re-explains the same context all day. memsprout lets each person capture what they know once — then pipes it into Cursor, Claude Code, Copilot, and every MCP client, so your whole team’s AI works from the same source of truth.

Get started free See how it works

Connects to any MCP client · no copy-paste · live at mcp.memsprout.com

Works with the tools your team already uses
  • Claude Code
  • Cursor
  • GitHub Copilot
  • ChatGPT
  • Any MCP client
The context gap

Every agent on your team is working blind.

Context doesn’t cross teams

Product’s decisions never reach Dev’s agent. Dev’s gotchas never reach QA’s. Each AI knows only one person’s slice.

Rules files go stale

Three-to-five per-repo CLAUDE.md / .cursorrules files drift out of date the day after they’re written — and live in one repo, not across the team.

Everyone re-explains, all day

The same context gets pasted into a dozen chats a week. The knowledge dies in private history the moment the session ends.

How it works

Capture once. Every agent reads it.

  1. 01

    Capture

    Each person stores what they know as they work — decisions, gotchas, domain context. People type it; agents write it back through the same MCP tools. No separate wiki to maintain.

  2. 02

    Scope to a Space

    Memories live in Spaces with owner / editor / viewer roles. Scope context to a team or function — Platform, Product, QA — so the right brain reaches the right agents.

  3. 03

    Pipe into every agent

    Connect any MCP client to mcp.memsprout.com. From then on, every agent retrieves the same shared context — no copy-paste, no re-explaining, nothing going stale in a private chat log.

The model

One shape, everywhere: Space → Topic → Memory.

Three ideas carry the whole product. Once they click, every screen in memsprout reads the same way — for you and for every agent connected to it.

Memory

Everything you capture — a decision, a gotcha, a how-to — is one Memory. Type it yourself, or an agent writes it back for you.

Space

A Space scopes who can see a Memory: your own Personal Space, or a Shared Space with owner, editor, and viewer roles.

Topic

Inside a Space, Topics group related Memories — Auth, Onboarding, Billing — so retrieval stays sharp as the Space grows.

organization Acme
space Engineering Team
shared · the eng team
topic Conventions
memory Copy is sentence case, always.
memory Validate inputs at API boundaries.
topic Deploy & release
memory Ship to production on merge to main.
topic General · catch-all
space Project Aurora
shared · project group 3 topics
space Personal
private · just you 1 topic
How memsprout compares

Built for mixed AI stacks, not one vendor’s walled garden.

Claude-native memory only helps Claude. Wikis aren’t agent-native. Per-repo files don’t cross teams. memsprout is the one shared layer every agent can read.

memsproutContextCloudClaude-native memoryNotion / wikiPer-repo rules
Tool-agnostic (Cursor + Claude Code + Copilot)
Ambient capture — no “save this” command
Person-first: everyone maintains their own slice
Space roles (owner / editor / viewer)
Per-member attribution + provenance
Version history on every memory
Lands a single team — no enterprise minimum

full partial none

Trust & governance

Shared, without giving up control.

Space roles

Owner, editor, and viewer permissions apply identically to people and to AI clients.

Version history

Every memory is versioned. See what changed, who changed it, and roll back.

Provenance everywhere

Each memory carries a quiet marker of who captured it — a teammate, or an agent via MCP.

Auth at the data boundary

Row-level security enforces access in Postgres itself — the same rules for the app and every agent.

Pricing

14 days free. Then pick the plan that fits.

Individual

$10/ month

Your own memory and Spaces. Collaborate with anyone else who's on memsprout.

Start free trial
  • Unlimited personal Spaces
  • Connect any MCP client
  • Version history
  • Share with other members
Team

$15/ user · mo

One bill for the whole team. You add and pay for members — they just get access.

Start free trial
  • Everything in Individual, for everyone
  • Add teammates — you cover their seats
  • One invoice + admin controls
  • Priority support
Enterprise

Custom pricing for larger teams that need compliance, contracts, and dedicated support.

  • SSO / SAML
  • Audit logs
  • Custom data retention
  • 99.9% SLA
  • Custom contracts
  • Dedicated onboarding
  • Priority support
  • Unlimited seats
Contact sales

Give your team one shared brain.

Capture what you know once. Let every agent read it.

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Connect your first agent in about two minutes.