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Martin Schultheiss edited this page Nov 25, 2025 · 1 revision

Context Processor Wiki

Welcome to the Context Processor documentation wiki! This is your comprehensive guide to using the intelligent MCP server for context management and enhancement.

📚 Quick Navigation

Getting Started

Use Cases & Tutorials

Reference

🎯 What is Context Processor?

Context Processor is a Model Context Protocol (MCP) server that helps Claude and other AI agents organize, manage, and enhance information through intelligent pre-processing strategies.

Core Features

5 Pre-Processing Strategies

  • Clarify - Detects ambiguous pronouns, passive voice, and vague language
  • Analyze - Provides metrics on word count, complexity, sentence structure
  • Search - Extracts meaningful keywords for discoverability
  • Fetch - Detects and catalogs URLs and external references
  • Custom - Extensible framework for your own processors

5 Pre-Configured Models

  • clarify - Single clarity improvement focus
  • search_optimized - Keyword extraction and SEO optimization
  • analysis - Detailed content metrics and structure analysis
  • comprehensive - All strategies combined (Clarify + Analyze + Search)
  • web_enhanced - URL detection with content analysis

6 MCP Tools

  • save_context - Store content with optional preprocessing
  • load_context - Retrieve specific contexts
  • list_contexts - List and filter contexts by tags
  • list_models - Query available preprocessing models
  • get_model_info - Get detailed model configuration
  • delete_context - Manage context lifecycle

🚀 Quick Start

# Install
npm install context-processor

# Use in Claude Code or your MCP client
# See Getting Started guide for details

📊 Use Cases

Knowledge Base Management

  • Build and organize technical documentation
  • Enhance clarity of existing content
  • Extract keywords for search optimization
  • Track content changes and updates

Content Analysis

  • Analyze blog posts and articles
  • Detect clarity issues and improve readability
  • Extract key topics automatically
  • Detect external references and citations

Web Content Processing

  • Fetch and process URLs
  • Combine content analysis with web scraping
  • Build searchable content repositories
  • Manage multiple content sources

🔗 External Resources

💡 Need Help?

Last Updated: November 25, 2025 | Version: 1.0.1 | License: MIT

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