The structured memory layer your AI is missing. Requires the free Wuniq desktop app.
MCP Server: com.wuniq/wuniq
The com.wuniq/wuniq Model Context Protocol (MCP) server provides a “structured memory” layer intended to support AI systems. It is described as requiring the free Wuniq desktop app to operate. The server’s purpose is captured by its description: filling the structured memory gap for AI workflows.
🛠️ Key Features
Structured memory layer
Requires the free Wuniq desktop app
🚀 Use Cases
Add structured memory context to an AI that lacks it
⚡ Developer Benefits
Clear dependency on the Wuniq desktop app for structured memory support
⚠️ Limitations
Must use the free Wuniq desktop app (required dependency)
Wuniq is free. This MCP package requires the Wuniq desktop app, currently available for Windows and Linux. Download it only through the official, trusted links at wuniq.com. Do not use third-party mirrors.
Wuniq is a knowledge engine for AI-assisted work. It stores decisions, constraints, intent, and human reasoning in .wuniq files beside your project files, so any MCP-compatible AI can read and maintain the knowledge exactly where the work lives.
Wuniq is local-first: no account, no cloud storage, and no telemetry.
What this repository contains
This repository contains the small, open-source MCP launcher published as @wuniq/mcp, the manifest submitted to the official MCP Registry, and thin wrappers for Claude, Codex, Antigravity, and Gemini CLI that all start the same launcher.
The launcher has zero dependencies. It connects your MCP client to the MCP server included with the installed Wuniq desktop app:
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MCP-compatible AI or IDE
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npx @wuniq/mcp
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Installed Wuniq desktop app
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Local projects and .wuniq knowledge
The Wuniq Knowledge Engine itself is not contained in this repository and is not distributed through npm. The MIT license in this repository applies only to the launcher.
Install and connect
Install the free Wuniq desktop app using an official download link from wuniq.com.
Add Wuniq from your IDE's MCP registry gallery, where supported, or configure it manually:
Already have the app installed? You can also point your MCP configuration directly to the wuniq-mcp command placed on your PATH by the official Wuniq installation. Both methods connect to the same local engine.
Per-IDE instructions and current platform availability are maintained at wuniq.com.
OpenCode
OpenCode uses a project-level opencode.json file. Add Wuniq under its mcp key, keeping any providers, permissions, or other MCP servers already present:
Then add the Wuniq workflow to the project's AGENTS.md without removing any existing instructions:
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# Wuniq KE (Knowledge Engine)
At the start of every session, run `open list` using the Wuniq MCP tool. If it returns projects, `open` each one. If the list is empty, proceed normally — the user may open projects later from the Wuniq UI. Never assume the working directory is a Wuniq project; the working directory may be a container folder holding multiple projects. Only open paths that `open list` explicitly returns.
Before working on any code file, `read` its Wuniq sidecar for context. After changing code, run `sync`.
This route was validated on Windows with OpenCode Desktop 1.18.4, Wuniq 1.15.1, and @wuniq/mcp 1.0.1. MCP connection and the open, read, and sync calls worked correctly. Models vary in how reliably they act on AGENTS.md without prompting, so open list can always be requested explicitly.
The repository root is also a Claude plugin. It does not contain a second MCP server: .mcp.json starts the published @wuniq/mcp@1.0.1 launcher, which connects Claude to the MCP server inside the installed Wuniq app.
The plugin includes one compact skill that teaches Claude the safe Wuniq workflow: discover visible projects first, read their context before working, preserve confirmed decisions, and synchronize after changes. It does not pre-approve tools or elevate permissions.
Before marketplace submission, the plugin can be checked and loaded locally with Claude Code:
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claude plugin validate --strict .
claude --plugin-dir .
Codex plugin
The same repository is also a Codex plugin. Its .codex-plugin/plugin.json reuses the same skill and .mcp.json; it starts @wuniq/mcp@1.0.1 locally and does not create a hosted service or upload project data.
Add the public Wuniq marketplace from Codex:
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codex plugin marketplace add Wuniq/wuniq-mcp --ref main
Then open the Plugins directory in the ChatGPT desktop app, select the Wuniq marketplace, and install Wuniq. Start a new Codex session after installation so the skill and MCP server are loaded.
ChatGPT on the web cannot run this local stdio MCP server. Wuniq's full integration is therefore for local Codex clients: the ChatGPT desktop app, Codex CLI, and the Codex IDE extension.
Antigravity plugin
The repository root is a native Antigravity plugin. Its mcp_config.json starts the published @wuniq/mcp@1.0.1 launcher, while skills/wuniq/SKILL.md supplies the safe Wuniq workflow. It does not contain a second MCP server or upload project data.
Install it in Antigravity CLI from the public repository:
In Antigravity 2.0, Wuniq can also be configured as a custom MCP server with the same npx -y @wuniq/mcp@1.0.1 command while its MCP Store listing is under review.
Gemini CLI extension
The repository root is also a Gemini CLI extension. Its gemini-extension.json starts the same published @wuniq/mcp@1.0.1 launcher, while skills/wuniq/SKILL.md supplies the safe Wuniq workflow as an Agent Skill. It does not contain a second MCP server or upload project data.
Restart Gemini CLI after installation so the extension and its MCP tools are loaded.
Google has transitioned personal, Pro, and Ultra users from Gemini CLI to Antigravity CLI. The Gemini CLI extension remains available for supported Enterprise, Google Cloud, and API-based environments.
Example prompts
"Open the Wuniq projects visible to you and summarize the important context for this task."
"Before changing the authentication module, read its Wuniq context and preserve the constraints already decided."
"Record the decision we just made, implement the change, and run Wuniq sync when you finish."
Troubleshooting
The Wuniq app is missing: install it only from the official links at wuniq.com, then start a new Claude, Codex, Antigravity, or Gemini CLI session.
open list returns no projects: open the intended project in the Wuniq desktop interface and ask your AI client to try again.
The launcher cannot start: confirm that Node.js and npx are available, or use the direct per-client setup documented at wuniq.com.
How the launcher works
The launcher passes the MCP client's standard input and output directly to the MCP server included with the installed app. If Wuniq is not installed, it exposes only a minimal MCP response explaining how to obtain the official app.
It does not configure IDEs, contain Wuniq product logic, upload project data, or provide a second Knowledge Engine.
Security
Only install Wuniq through links published on wuniq.com. Do not use third-party mirrors or repackaged installers.
To report a security issue, use this repository's private vulnerability reporting instead of opening a public issue. See SECURITY.md.
The MCP launcher and the Claude, Codex, Antigravity, and Gemini CLI wrappers in this repository are licensed under the MIT License. The Wuniq desktop app and Knowledge Engine are separate software and are not covered by this repository's license.