memsprout

com.memsproutPublished by memsprout.comOfficial publisherv0.1.0Updated Oct 24, 2026

shared AI-context layer for teams — persistent memory your agents search and update over MCP

VerifiedStreamable HTTPWeb executableKnowledge & MemoryCommunication & Collaboration

Overview

AI-generated overview

Remote MCP server giving a team's AI agents a shared, persistent memory they can search and update across sessions, models and clients.

What you can do
  • Search and update a shared team knowledge base over MCP, so context carries across sessions, models and clients.
  • Every connected agent and tool reads and writes the same memory, keeping team context consistent.
  • Ships setup paths for Claude Code, claude.ai and Claude Desktop, Cursor, Codex and other MCP clients.
  • Includes a usage skill that tells an agent when and how to use the memory tools.
  • Offers an installer that detects installed MCP clients and can scaffold team files into a repo.
When to use it
Useful when several agents or teammates need one durable place for project context instead of repeating it in each session, or when you want memory shared across different clients and models.
Requirements
A memsprout account created on the vendor site before connecting; the OAuth sign-in only signs in existing accounts. A remote MCP client pointed at the streamable HTTP endpoint with OAuth 2.1 support. Network access to the vendor's server.
Before you install
The knowledge base is shared: anything an agent writes is visible to every connected agent and teammate, so avoid storing secrets or sensitive material. Agents can write and update memory, not just read it. Content is stored on the vendor's hosted service. The npm installer is not yet published, so the one-command setup may not work yet.

Installation

In SourceWeft

  1. Open memsprout in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.memsprout%2Fmemsprout/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "memsprout": {
      "type": "http",
      "url": "https://mcp.memsprout.com/mcp"
    }
  }
}

README

memsprout for AI agents

[smithery badge] [Glama]

memsprout is a shared AI-context layer for teams — persistent memory your agents search and update over MCP. Every agent and tool you connect reads and writes the same knowledge base, so context survives across sessions, models, and clients. This repo packages the connection two ways: a Claude Code plugin (remote MCP server + a usage skill) and a standalone Agent Skill that works in any client that reads SKILL.md.

Before you install

Create an account at memsprout.com first. The OAuth sign-in that opens when a client first connects does not create accounts — it only signs in existing ones.

One-command setup

npx memsprout

Detects your installed MCP clients (Claude Code, Codex, Gemini CLI, Cursor), wires each selected one to the server, and offers to scaffold the team files into your repo. Non-destructive, idempotent, stores no credentials. Source in installer/. Not yet published to npm — until it is, use the per-client instructions below.

Claude Code

/plugin marketplace add memsprout/agents/plugin install memsprout@memsprout

The plugin adds the memsprout MCP server and the using-memsprout skill. The first connection opens the browser OAuth flow.

claude.ai and Claude Desktop

Add memsprout as a custom connector: Settings → Connectors → Add custom connector, with the server URL below. Sign in when the memsprout consent screen opens.

Agent Skill via skills.sh

npx skills add memsprout/agents

Installs the using-memsprout skill, which teaches your agent when and how to use memsprout's tools. You still need the MCP server connected (see below) — the skill describes the doctrine; the server provides the tools.

Cursor

The cursor/ directory has copy-in files for both motions: merge cursor/mcp.json into ~/.cursor/mcp.json for yourself, or commit it as .cursor/mcp.json plus the cursor/rules/memsprout.mdc project rule to your team's repo so every teammate's Cursor shares the same memory. See cursor/README.md.

Codex

codex mcp add memsprout --url https://mcp.memsprout.com/mcp

The Codex CLI, IDE extension, and ChatGPT desktop app share ~/.codex/config.toml, so this one command wires all three. For team setup, append the client-agnostic codex/AGENTS-snippet.md to your repo's AGENTS.md so every AGENTS.md-reading agent follows the team's memory doctrine. See codex/README.md.

Any other MCP client

Point your client at the remote server:

https://mcp.memsprout.com/mcp

Streamable HTTP with OAuth 2.1 — clients that support MCP authorization discover the sign-in flow automatically. Per-client wiring instructions (Codex, Gemini CLI, Cursor, and more) are at memsprout.com/connect.

What's in this repo

.claude-plugin/marketplace.json      Claude Code marketplace manifestmemsprout/                           the plugin  .claude-plugin/plugin.json         plugin manifest  .mcp.json                          remote MCP server config  skills/using-memsprout/SKILL.md    usage skillmcp-registry/                        official MCP Registry manifest + publish runbook  server.json  PUBLISH.mdcursor/                              Cursor setup files (individual + team)  mcp.json                           MCP config — global or repo-committed  rules/memsprout.mdc                always-applied project rule (memory doctrine)codex/                               Codex setup (individual + team)  AGENTS-snippet.md                  client-agnostic AGENTS.md section (memory doctrine)installer/                           npx installer (npm package "memsprout")

Support

  • Product: memsprout.com
  • Issues with this plugin or skill: open an issue in this repo

Source: README.md at commit f4be3a3

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v0.1.0LatestSep 16, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

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