# Knotr

Knotr is a SaaS platform for a user-owned **context layer**: profiles (personas and instructions), searchable knowledgebases (documents and notes), and **Skills** (prompt templates with inputs) that you can expose to external AI clients via **Model Context Protocol (MCP)** and OAuth where configured.

## Audience

Builders and teams who want one place to curate context and reuse it across tools instead of re-uploading files and rewriting system prompts for every app.

## Teams

Team workspaces let groups test and share Skills in one place. Shared or private visibility, built-in changelogs, and MCP exposure, without maintaining a Git repository for prompts and agent instructions. Teams can grow their library through the Skills Catalog and GitHub marketplace import.

## Skills Catalog

Browse and add vetted skills in one click. Teams can publish to a team catalog. Authors can request public listing after safety review.

## Skills Showcase

Public marketing showcase of opted-in global catalog skills at https://knotr.ai/skills. Each listing shows an AI-generated summary and a short excerpt — not the full skill markdown. Individual skills live at https://knotr.ai/skills/{uuid}; see sitemap.xml for the full list.

### Skills Showcase categories

- https://knotr.ai/skills/categories/software-development — Software Development: Skills that help engineers ship faster: code review, migrations, debugging, testing, and framework-specific workflows you can reuse across AI tools. Built for developers who want consistent engineering judgment in Cursor, Claude, and other MCP clients. Browse published skills, then add the ones that match your stack to your workspace.
- https://knotr.ai/skills/categories/product-management — Product Management: Skills for product discovery, roadmaps, PRDs, OKRs, and stakeholder communication so your AI assistant understands how you run product. Aimed at PMs who need repeatable frameworks without rewriting prompts every sprint. Use these skills with a product starter pack to keep identity, knowledgebases, and workflows aligned.
- https://knotr.ai/skills/categories/sales-and-marketing — Sales & Marketing: Skills for campaigns, messaging, outreach, and go-to-market work with consistent positioning and copy without rewriting prompts every time. Built for marketers and GTM leads who want on-brand drafts across channels. Pair catalog skills with your brand voice and knowledgebases for campaigns that stay coherent.
- https://knotr.ai/skills/categories/strategy — Strategy: Skills for business strategy, competitive analysis, planning, and executive decision support with structured reasoning. Designed for operators and leaders who need clear options, tradeoffs, and next steps. Start from a strategy pack, then add specialized skills for market maps, narratives, and planning rituals.
- https://knotr.ai/skills/categories/writing-and-communication — Writing & Communication: Skills for drafting, editing, and adapting tone across emails, docs, and public writing with your preferred style. Useful for anyone who writes frequently and wants AI output that sounds like them. Combine with style guides and knowledgebases so drafts stay consistent from outline to publish.
- https://knotr.ai/skills/categories/operations-and-project-management — Operations & Project Management: Skills for project management, process design, runbooks, and cross-team coordination that keep work moving. Built for ops and delivery leads who need reliable checklists and status rituals. Add these skills to your workspace so AI tools follow the same playbooks as your team.
- https://knotr.ai/skills/categories/home-and-family — Home & Family: Skills for household planning, family logistics, and everyday life tasks you want AI to handle with your context. Designed for personal assistants that remember preferences, calendars, and family norms. Bring skills into your workspace alongside notes that keep plans grounded in real life.
- https://knotr.ai/skills/categories/learning-and-education — Learning & Education: Skills for tutoring, curriculum design, study plans, and explaining complex topics at the right level. Useful for teachers, students, and lifelong learners who want structured progress. Pair skills with personal knowledgebases so explanations stay accurate to your materials.
- https://knotr.ai/skills/categories/finance-and-legal — Finance & Legal: Skills for financial analysis, budgeting, contracts, and compliance-aware drafting. Always review outputs with qualified professionals. Built for operators who need structured drafts and checklists, not automatic advice. Use skills as assistants—then validate before you act.
- https://knotr.ai/skills/categories/health-and-wellness — Health & Wellness: Skills for fitness planning, habit tracking, and wellness routines. Not a substitute for medical advice. Helpful for building consistent personal systems with AI coaches that respect your constraints. Keep clinician guidance in the loop for anything health-sensitive.
- https://knotr.ai/skills/categories/personal-productivity — Personal Productivity: Skills for task management, prioritization, meeting prep, and personal workflows that save time day to day. Aimed at busy professionals who want AI to run their operating system, not invent a new one. Connect skills to your profile and notes so prioritization stays personal.
- https://knotr.ai/skills/categories/creative-and-design — Creative & Design: Skills for brainstorming, visual direction, UX copy, and creative exploration with consistent creative constraints. Built for designers and creators who need idea velocity without losing a coherent aesthetic. Combine catalog skills with brand and style context for stronger iterations.

### Role-based starter packs

- https://knotr.ai/for/software-development — Software Development starter pack: Ship faster with an engineering-ready AI workspace
- https://knotr.ai/for/product-management — Product Management starter pack: Run product work with a ready-made AI workspace
- https://knotr.ai/for/operations-and-project-management — Operations & Project Management starter pack: Keep operations running with a structured AI playbook
- https://knotr.ai/for/personal-productivity — Personal Productivity starter pack: Stay organized with a personal AI workspace
- https://knotr.ai/for/sales-and-marketing — Sales & Marketing starter pack: Run outbound and GTM with a sales-ready AI workspace
- https://knotr.ai/for/strategy — Strategy starter pack: Pressure-test strategy with a structured AI workspace
- https://knotr.ai/for/writing-and-communication — Writing & Communication starter pack: Write clearly with a communication-ready AI workspace
- https://knotr.ai/for/home-and-family — Home & Family starter pack: Organize home life with a personal AI workspace
- https://knotr.ai/for/learning-and-education — Learning & Education starter pack: Learn faster with a study-ready AI workspace
- https://knotr.ai/for/finance-and-legal — Finance & Legal starter pack: Review money and contracts with a structured AI workspace
- https://knotr.ai/for/health-and-wellness — Health & Wellness starter pack: Support healthy habits with a wellness-ready AI workspace
- https://knotr.ai/for/creative-and-design — Creative & Design starter pack: Design with consistency using a creative AI workspace

### Popular showcased skills

- https://knotr.ai/skills/019f0f58-5303-75d3-a9dd-39fe285c6e03 — Ruby on Rails Code Review
- https://knotr.ai/skills/019f0f58-551e-76ec-b05a-6a8dadbd6df4 — PostgreSQL Query Optimizer
- https://knotr.ai/skills/019f0f58-55be-720a-9a4c-0ef6a5e469c8 — Web Application Security Reviewer
- https://knotr.ai/skills/019f0f58-56dd-7378-8fe4-201b71ddf6fc — PRD Drafter
- https://knotr.ai/skills/019f0f58-63ef-744e-8569-ea0144822a8b — Git Commit Message Writer
- https://knotr.ai/skills/019f0f58-58fa-74e0-9e47-d943c7474957 — B2B Sales Email Sequence Writer
- https://knotr.ai/skills/019f0f58-5780-73d8-9962-9dd2739e5d70 — OKR Writer
- https://knotr.ai/skills/019f0f58-5d7b-7d44-88ec-74cc6ac64b0e — Incident Postmortem Writer
- https://knotr.ai/skills/019f0f58-6446-776e-ad6f-dd8c0590fcd5 — Meeting Notes Summarizer
- https://knotr.ai/skills/019f0f58-5c31-7e5a-aefe-c529eef891cd — Executive Summary Writer
- https://knotr.ai/skills/019f0f58-599a-7329-9a76-a3b7db3567db — Landing Page Copywriter
- https://knotr.ai/skills/019f0f58-6520-748f-ac1a-90ab8521b322 — Tailwind Layout Assistant
- https://knotr.ai/skills/019f0f58-585a-707c-bec3-9e60869cea18 — Feature Prioritization Facilitator
- https://knotr.ai/skills/019f0f58-5ddb-7615-809b-400325d9485c — Operations Runbook Author
- https://knotr.ai/skills/019f0f58-64c4-7738-891f-cdb75dfa4690 — Weekly Review Facilitator
- https://knotr.ai/skills/019f0f58-5c86-797a-89a1-d8fa6125aa83 — User-Facing Changelog Generator
- https://knotr.ai/skills/019f0f58-6029-7caa-8865-abf13b96f051 — Study Plan Generator
- https://knotr.ai/skills/019f0f58-5a44-7ce2-8ec8-20e4c4e021c4 — Competitive Battlecard Builder
- https://knotr.ai/skills/019f0f58-6566-7409-84ba-6ef904627b5d — UX Microcopy Writer
- https://knotr.ai/skills/019f0f58-5e3c-7e3d-8011-19415e69d398 — Sprint Planning Facilitator

## GitHub marketplace import

Import Claude-compatible plugin marketplaces from GitHub. Skills import as linked workspace copies with background safety scans and in-app update review.

## Key URLs

- https://knotr.ai/ — Product overview
- https://knotr.ai/skills — Public skills showcase
- https://knotr.ai/for/software-development — Software Development starter pack
- https://knotr.ai/pricing — Plans and limits (Free, Pro, Max, Team)
- https://knotr.ai/support — Customer support FAQs and contact
- https://knotr.ai/legal/terms — Terms of Service
- https://knotr.ai/legal/privacy — Privacy Policy

## MCP

Profiles can expose MCP endpoints so compatible clients can list and invoke your Skills with your chosen knowledge sources, subject to your account settings and API access controls.

## Machine-readable sitemap

- https://knotr.ai/sitemap.xml