Open Strategy Partners (OSP) Marketing Tools for LLMs
A comprehensive suite of tools for technical marketing content creation, optimization, and product positioning based on Open Strategy Partners' proven methodologies.
This software is based on the Model Context Protocol (MCP) and is can be used by any LLM client that supports the MCP.
As of early February 2025, the LLM clients that support MCP include:
- Claude desktop app is the easiest to use for the less technical among us (and it is made by the inventors of the MCP).
- Cursor IDE is very popular with our developer friends.
- LibreChat is an excellent open source AI/LLM interface app.
Read our vision paper on how Agentic AI will benefit marketing.
Features
1. OSP Product Value Map Generator
Generate structured OSP product value maps that effectively communicate your product's worth and positioning:
- Tagline creation and refinement
- Position statements across market, technical, UX, and business dimensions
- Persona development with roles, challenges, and needs
- Value case documentation
- Feature categorization and organization
- Hierarchical structure for features, areas, and categories
- Validation system for completeness and consistency
2. OSP Meta Information Generator
Create optimized metadata for web content:
- Article titles (H1) with proper keyword placement
- Meta titles optimized for search (50-60 characters)
- Meta descriptions with clear value propositions (155-160 characters)
- SEO-friendly URL slugs
- Search intent analysis
- Mobile display optimization
- Click-through rate enhancement suggestions
3. OSP Content Editing Codes
Apply OSP's semantic editing codes for comprehensive content review:
- Scope and narrative structure analysis
- Flow and readability enhancement
- Style and phrasing optimization
- Word choice and grammar verification
- Technical accuracy validation
- Inclusive language guidance
- Constructive feedback generation with before/after examples
4. OSP Technical Writing Guide
Systematic approach to creating high-quality technical content:
- Narrative structure development
- Flow optimization
- Style guidelines
- Technical accuracy verification
- Content type-specific guidance (tutorials, reference docs, API documentation)
- Accessibility considerations
- Internationalization best practices
- Quality assurance checklists
5. OSP On-Page SEO Guide
Comprehensive system for optimizing web content for search engines and user experience:
- Meta content optimization (titles, descriptions with character limits and keyword placement)
- Content depth enhancement (subtopics, data integration, multi-format optimization)
- Search intent alignment (5 types: informational, navigational, transactional, commercial, local)
- Technical SEO implementation (keyword research, integration protocols, internal linking rules)
- Structured data deployment (FAQ, How-To, Product schemas)
- Content promotion strategies (social media, advertising approaches)
- Quality validation protocol (constructive feedback, diff-based revision system)
- Performance measurement methods (CTR, bounce rate, time on page metrics)
Usage Examples
In all of these examples, it is assumed that you will provide the texts that you wish to improve, or the technical documentation that describes the product you are marketing.
Value Map Generation
Meta Information Creation
Content Editing
Technical Writing
Installation
Prerequisites
Windows
- Install Claude Desktop (or another MCP-enabled AI tool)
- Install Python 3.10 or higher:
- Install uv:
macOS
- Install Claude Desktop (or another MCP-enabled AI tool)
- Install Python 3.10 or higher:
- Install uv:
Configuration
Add the following to your
claude_desktop_config.json:Attribution
This software package implements the content creation and optimization methodologies developed by Open Strategy Partners. It is based on their LLM-enabled marketing tools and professional content creation frameworks.
For more information and original resources, visit:
License
This software is licensed under the Attribution-ShareAlike 4.0 International license from Creative Commons Corporation ("Creative Commons").
This means you are free to:
- Share: Copy and redistribute the material in any medium or format
- Adapt: Remix, transform, and build upon the material for any purpose, even commercially
Under the following terms:
- Attribution: You must give appropriate credit to Open Strategy Partners, provide a link to the license, and indicate if changes were made
- ShareAlike: If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original
For the full license text, visit: Creative Commons Attribution-ShareAlike 4.0 International License
Contributing
We welcome contributions to improve these tools. Please submit issues and pull requests through our repository.
Support
For questions and support:
- Check our documentation
- Submit an issue in our repository
- Contact Open Strategy Partners for professional consulting
Open Strategy Partners (OSP) Marketing Tools for LLMs
A comprehensive suite of tools for technical marketing content creation, optimization, and product positioning based on Open Strategy Partners' proven methodologies.
This software is based on the Model Context Protocol (MCP) and is can be used by any LLM client that supports the MCP.
As of early February 2025, the LLM clients that support MCP include:
- Claude desktop app is the easiest to use for the less technical among us (and it is made by the inventors of the MCP).
- Cursor IDE is very popular with our developer friends.
- LibreChat is an excellent open source AI/LLM interface app.
Read our vision paper on how Agentic AI will benefit marketing.
Features
1. OSP Product Value Map Generator
Generate structured OSP product value maps that effectively communicate your product's worth and positioning:
- Tagline creation and refinement
- Position statements across market, technical, UX, and business dimensions
- Persona development with roles, challenges, and needs
- Value case documentation
- Feature categorization and organization
- Hierarchical structure for features, areas, and categories
- Validation system for completeness and consistency
2. OSP Meta Information Generator
Create optimized metadata for web content:
- Article titles (H1) with proper keyword placement
- Meta titles optimized for search (50-60 characters)
- Meta descriptions with clear value propositions (155-160 characters)
- SEO-friendly URL slugs
- Search intent analysis
- Mobile display optimization
- Click-through rate enhancement suggestions
3. OSP Content Editing Codes
Apply OSP's semantic editing codes for comprehensive content review:
- Scope and narrative structure analysis
- Flow and readability enhancement
- Style and phrasing optimization
- Word choice and grammar verification
- Technical accuracy validation
- Inclusive language guidance
- Constructive feedback generation with before/after examples
4. OSP Technical Writing Guide
Systematic approach to creating high-quality technical content:
- Narrative structure development
- Flow optimization
- Style guidelines
- Technical accuracy verification
- Content type-specific guidance (tutorials, reference docs, API documentation)
- Accessibility considerations
- Internationalization best practices
- Quality assurance checklists
5. OSP On-Page SEO Guide
Comprehensive system for optimizing web content for search engines and user experience:
- Meta content optimization (titles, descriptions with character limits and keyword placement)
- Content depth enhancement (subtopics, data integration, multi-format optimization)
- Search intent alignment (5 types: informational, navigational, transactional, commercial, local)
- Technical SEO implementation (keyword research, integration protocols, internal linking rules)
- Structured data deployment (FAQ, How-To, Product schemas)
- Content promotion strategies (social media, advertising approaches)
- Quality validation protocol (constructive feedback, diff-based revision system)
- Performance measurement methods (CTR, bounce rate, time on page metrics)
Usage Examples
In all of these examples, it is assumed that you will provide the texts that you wish to improve, or the technical documentation that describes the product you are marketing.
Value Map Generation
Meta Information Creation
Content Editing
Technical Writing
Installation
Prerequisites
Windows
- Install Claude Desktop (or another MCP-enabled AI tool)
- Install Python 3.10 or higher:
- Install uv:
macOS
- Install Claude Desktop (or another MCP-enabled AI tool)
- Install Python 3.10 or higher:
- Install uv:
Configuration
Add the following to your
claude_desktop_config.json:Attribution
This software package implements the content creation and optimization methodologies developed by Open Strategy Partners. It is based on their LLM-enabled marketing tools and professional content creation frameworks.
For more information and original resources, visit:
License
This software is licensed under the Attribution-ShareAlike 4.0 International license from Creative Commons Corporation ("Creative Commons").
This means you are free to:
- Share: Copy and redistribute the material in any medium or format
- Adapt: Remix, transform, and build upon the material for any purpose, even commercially
Under the following terms:
- Attribution: You must give appropriate credit to Open Strategy Partners, provide a link to the license, and indicate if changes were made
- ShareAlike: If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original
For the full license text, visit: Creative Commons Attribution-ShareAlike 4.0 International License
Contributing
We welcome contributions to improve these tools. Please submit issues and pull requests through our repository.
Support
For questions and support:
- Check our documentation
- Submit an issue in our repository
- Contact Open Strategy Partners for professional consulting