The software is licensed under Creative Commons Attribution-ShareAlike 4.0 International license, allowing users to share, adapt, and build upon the material while providing appropriate attribution to Open Strategy Partners.
Mentioned in usage examples for generating metadata related to containerization best practices and Docker containers specifically.
Used to host and distribute the MCP server code, allowing users to install the package directly from GitHub repository.
Mentioned in usage examples for content editing and as a topic for technical content that can be enhanced using the OSP editing tools.
Provides specific installation instructions for macOS users, including using Homebrew to install required dependencies.
Required as a dependency for running the MCP server, with specific version requirements (3.10 or higher).
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)
Download Claude for Desktop
Follow the current installation instructions: Installing Claude Desktop
Install Python 3.10 or higher:
Download the latest Python installer from python.org
Run the installer, checking "Add Python to PATH"
Open Command Prompt and verify installation with
python --version
Install uv:
Open Command Prompt as Administrator
Run
pip install --user uv
Verify installation with
uv --version
macOS
Install Claude Desktop (or another MCP-enabled AI tool)
Download Claude for Desktop
Follow the current installation instructions: Installing Claude Desktop
Install Python 3.10 or higher:
Using Homebrew:
brew install python
Verify installation with
python3 --version
Install uv:
Using Homebrew:
brew install uv
Alternatively:
pip3 install --user uv
Verify installation with
uv --version
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
hybrid server
The server is able to function both locally and remotely, depending on the configuration or use case.
Tools
Enables seamless integration with any LLM client supporting MCP for creating and optimizing technical content and product positioning using Open Strategy Partners' methodologies.
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