In Parallel
The context layer for your company's AI: your team's decisions, meetings and plans, with sources.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http in-parallel 'https://www.in-parallel.ai/mcp'
{
"mcpServers": {
"in-parallel": {
"type": "http",
"url": "https://www.in-parallel.ai/mcp"
}
}
}
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
In Parallel
Bring your team's context into conversations with your AI assistant. Catch up on priorities, find relevant decisions, and share useful findings with your team.
Get started
You'll need an In Parallel account with access to your team's workspace.
Claude Code, Codex, or Cursor
Run the setup command. It asks which assistants to set up, then installs for your user:
npx -y github:in-parallel-oy/agent-plugin
Needs Node 20.12+. Claude Code and Codex also need their own CLI on your PATH.
Cursor users should reload Cursor afterwards.
Later on, the same command takes doctor to check the installation and
uninstall to remove it. Add --help for everything else.
Claude Desktop or ChatGPT
Open the app's plugin browser and install In Parallel from your team's
plugin library. If it isn't listed, add https://github.com/in-parallel-oy/agent-plugin
as a plugin source, or ask your administrator to make it available.
Claude Projects
Threads in a Claude project reach In Parallel through your claude.ai connector; the project conversation itself can't use In Parallel, only its threads can.
- Connect In Parallel under claude.ai → Customize → Connectors.
- Get the
claude-projectsZIP from your administrator, or build it from a checkout of this repository withnode scripts/package.js --client claude-projects. It holds the skill only, with no MCP server, hooks or scripts. - Add it in Project settings → Plugins.
If your workspace offers it, Copy instructions for a Claude project on the workspace's What's set up page gives you project instructions to paste in.
Then
Sign in to In Parallel, choose the workspaces you want to connect, and start a new conversation with your assistant.
Try it
- “What needs my attention this week?”
- “Catch me up on [project].”
- “Record this finding for my team: …”
What the plugin does on your machine
The plugin has two parts: the in-parallel skill and a connection to the In
Parallel server. It runs no hooks or scripts on your machine and keeps no local
files.
What is sent to In Parallel
Only what your assistant sends through the In Parallel connection
(https://www.in-parallel.ai/mcp unless you chose another environment during
setup). The skill asks your assistant to:
- read team context, such as briefings, meetings, decisions and wiki pages
- record findings you want to share with your team
Sign-in
You sign in through your assistant app's connection sign-in, which opens In Parallel in your browser. The app keeps the sign-in. The plugin's scripts never see, read or store a password or token.
The setup command
npx -y github:in-parallel-oy/agent-plugin downloads this repository and its
two setup dependencies. It copies the plugin to ~/.in-parallel/setup/ for
Claude Code and Codex, or ~/.cursor/plugins/local/in-parallel for Cursor, and
registers it with the claude or codex command. It writes your chosen server
URL into that copy.
Before it installs, it reads your existing MCP settings to find a conflicting
In Parallel entry: ~/.claude.json (or the one in CLAUDE_CONFIG_DIR),
.mcp.json in the current project, and ~/.cursor/mcp.json and
.cursor/mcp.json. It never changes those files.
Setup and uninstall act on your user installation only. A copy installed for a single project is left in place; setup names it and the command that removes it.
doctor lists every location it checked (your user settings, the project root
and the current directory, and each client's plugin registrations) as found,
not found or conflicting, before it reports any error. For Claude Code it lists
each In Parallel copy with its scope, the project it belongs to and its files,
such as the setup copy for your user and one installed in another project. A
conflicting entry says what it conflicts with and why, and a legacy entry named
in-parallel comes with how to fix it. Changed installed files are named; when
an installed .mcp.json gained an Authorization header, doctor says a
credential header was added without printing it. It always shows the endpoint
setup installed, even when a check fails. Without a setup copy, doctor lists
any project copy setup did not install, says it can stay, and gives the command
that removes it. It checks what is installed, not that it works: to check that,
ask your agent "Check my In Parallel connection". doctor changes nothing.
Uninstall
If you used the setup command, run:
npx -y github:in-parallel-oy/agent-plugin uninstall
It removes only the files and registrations setup itself wrote, prints one
line for each, and first backs the files up to ~/.in-parallel/setup/backups/.
It stops without removing a file that changed since setup wrote it.
If you installed from a plugin browser, remove In Parallel there.
Need help?
Ask your assistant: “Check my In Parallel connection.”
If you can't install the plugin or access your workspace, ask your workspace administrator for help.
Publishing to the MCP registry
server.json lists the hosted In Parallel MCP server in the official
MCP registry: the context layer
for your company's AI, which gives Claude, ChatGPT, Copilot and other MCP
clients your team's decisions, meetings and plans, with sources and scoped to
each user's permissions. PulseMCP and Glama ingest new entries from the
official registry; Smithery needs its own submission at
smithery.ai.
Install mcp-publisher (brew install mcp-publisher) and check the file:
mcp-publisher validate
The name ai.in-parallel/in-parallel needs proof that you control
in-parallel.ai. Both proofs use an Ed25519 key, which needs OpenSSL 3
(brew install openssl@3; macOS LibreSSL lacks Ed25519):
OPENSSL=/opt/homebrew/opt/openssl@3/bin/openssl
$OPENSSL genpkey -algorithm Ed25519 -out key.pem
PUBLIC_KEY="$($OPENSSL pkey -in key.pem -pubout -outform DER | tail -c 32 | base64)"
PRIVATE_KEY="$($OPENSSL pkey -in key.pem -noout -text | grep -A3 'priv:' | tail -n +2 | tr -d ' :\n')"
Then pick one:
- DNS. Add a TXT record on the
in-parallel.aiapex (not a subdomain) with the valuev=MCPv1; k=ed25519; p=${PUBLIC_KEY}, wait fordig +short TXT in-parallel.aito show it, then runmcp-publisher login dns --domain in-parallel.ai --private-key "$PRIVATE_KEY". - HTTP. Serve the single line
v=MCPv1; k=ed25519; p=${PUBLIC_KEY}astext/plainathttps://in-parallel.ai/.well-known/mcp-registry-auth. The registry fetches the apex and does not follow redirects, so the apex-to-www redirect must skip this path. Then runmcp-publisher login http --domain in-parallel.ai --private-key "$PRIVATE_KEY".
After logging in, publish:
mcp-publisher publish
Without domain access, rename the server to io.github.in-parallel-oy/in-parallel
and log in with mcp-publisher login github as an Owner of the
in-parallel-oy GitHub organization.
Keep key.pem out of the repo. Each published version is permanent, so bump
the version and publish again when the listing should change. npm version
<patch|minor|x.y.z> sets it in package.json, server.json and every plugin
manifest, and commits the change.
Repository layout
Plugin directories and marketplaces install plugins/in-parallel/ only: the skill, the MCP
connection, each client's manifest, LICENSE and NOTICE. The setup command,
its package.json and lockfile and the build scripts stay at
the repository root, outside the installed plugin. Keep plugins/in-parallel/LICENSE and
plugins/in-parallel/NOTICE identical to the root copies; the tests check this.
License
Frequently asked questions
What is In Parallel?
The context layer for your company's AI: your team's decisions, meetings and plans, with sources.
How do I install In Parallel?
It runs as a remote server. In Claude Code: claude mcp add --transport http in-parallel 'https://www.in-parallel.ai/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does In Parallel need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is In Parallel open source?
Yes. Its code is on GitHub under the Apache-2.0 license.
Who maintains In Parallel?
It is published by in-parallel-oy. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.