Portable context and MCP skills for every AI tool you use
Keep your AI context and knowledge connected with Knotr AI
Knotr AI gives you one place to define how you think and what you know. Build reusable profiles, curate searchable knowledgebases, and expose skills through the Model Context Protocol (MCP) so your context follows you across tools.
How it works
A simple flow for consistent AI output
1. Define your context
Create profiles that capture your voice, preferences, and instructions for different use cases.
2. Organize your knowledge
Upload files and notes into knowledgebases that can be searched semantically when your skills run.
3. Reuse across AI tools
Expose your skills via MCP and call them from compatible AI clients without rebuilding context each time.
Core capabilities
Everything you need to stay consistent across AI platforms
- Profiles
- Create multiple identities for different roles so your prompts and outputs match the right persona every time.
- Knowledgebases
- Store and retrieve the information you rely on most, from notes to documents, in a searchable foundation.
- Skills
- Package repeatable workflows with prompts and inputs, then expose them securely for use in external tools.
For teams
Test and share skills without running a Git workflow
Your team should not need branches, pull requests, and repo permissions just to try a prompt and hand it off. Knotr AI gives you a shared workspace where skills live in one place. Iterate in the browser, review changes in changelogs, and expose approved skills over MCP when they are ready.
Try before you share
Refine skills with the built-in AI assistant, then mark them shared when the team should use them. No cloning repos or opening PRs for every experiment.
One library, clear visibility
Keep team skills and knowledge in a shared library, or leave work private until it is ready. Teammates see what you intend, not whatever happened to land on main.
History without Git
Built-in changelogs on profiles, skills, and knowledgebases show who changed what and when, without diffing markdown files or chasing merge conflicts.
Same skills in every tool
Connect approved skills to Cursor, Claude, and other MCP clients from the app. No separate skills repo to sync, fork, or deploy.
Why teams and builders choose Knotr AI
Most AI workflows break when context is scattered. Knotr AI gives you a single source of truth so every tool can work from the same foundation, whether you work solo or in a team workspace.
- Stop re-uploading docs and rewriting instructions for each new tool.
- Keep output quality consistent with shared profiles and reusable skills.
- Move faster by connecting your context layer anywhere MCP is supported, without maintaining a Git repo for prompts and agent instructions.
Built for trust and control
Your context is valuable. Knotr AI is designed so you can manage it intentionally, expose only what you need, and keep ownership of your knowledge layer as your tooling evolves.
Stop starting from scratch in every AI app
Build your context once in Knotr AI, then bring it with you across tools.