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@bgauryy bgauryy released this 24 Sep 20:58
eb6dfed

🎯 Overview

This PR implements a comprehensive token reduction and optimization strategy for the Octocode MCP server, focusing on streamlining the codebase and improving response efficiency for AI assistants.

🔧 Major Changes

1. Tool Removal & Simplification

  • Removed NPM/Package Search Tools (packageSearch, npmViewPackage)

    • Eliminated entire NPM ecosystem support (src/npm/ directory)
    • Removed package search schemas and command builders
    • Updated documentation to reflect GitHub-only focus
  • Removed GitHub Commit Search Tool (githubSearchCommits)

    • Deleted commit search implementation and schemas
    • Simplified tool manifest and registration
    • Updated documentation references

2. Response Format Optimization

  • New Unified Response Structure (src/responses.ts)

    • Implemented createResponseFormat() with YAML output support
    • Added cleanJsonObject() for removing empty/null values
    • Integrated octocode-utils for YAML conversion
    • Streamlined security processing pipeline
  • Schema Modernization

    • Updated all tool schemas to use standardized ToolResponse interface
    • Simplified input/output types across all GitHub tools
    • Removed redundant metadata fields and verbose options

3. Caching System Overhaul

  • New withDataCache() Implementation
    • Replaced withCache() with more efficient data-specific caching
    • Improved cache key generation excluding verbose parameters
    • Added conditional caching based on success/failure status
    • Enhanced TTL management for different operation types

4. GitHub API Integration Improvements

  • File Operations Optimization (src/github/fileOperations.ts)

    • Updated parameter names (filePathpath)
    • Simplified response structures
    • Enhanced absolute path handling
    • Improved error handling and type safety
  • Pull Request Search Enhancement (src/github/pullRequestSearch.ts)

    • Streamlined PR data structures
    • Simplified repository references
    • Enhanced file change processing
    • Improved error response format
  • Repository Search Refinement (src/github/repoSearch.ts)

    • Removed redundant fields (language, forks, total_count)
    • Added intelligent sorting by stars and update date
    • Simplified repository data structure
    • Enhanced response consistency

5. Documentation & Configuration Updates

  • Updated Tool Documentation

    • Removed references to deleted tools in all docs
    • Updated feature matrices and capability descriptions
    • Simplified authentication requirements
    • Revised usage examples and configuration guides
  • Package Configuration

    • Updated package descriptions to reflect GitHub-only focus
    • Removed NPM-related keywords and dependencies
    • Updated tool manifests and registration
    • Cleaned up build configurations

6. Security & Performance Enhancements

  • Enhanced Content Processing

    • Improved sanitization pipeline integration
    • Better handling of structured data formats
    • Enhanced security warning management
    • Optimized token usage through YAML formatting
  • Simplified Architecture

    • Removed complex rate limiting systems
    • Streamlined audit logging integration
    • Eliminated redundant security layers
    • Improved error handling consistency

🎯 Benefits

Performance Improvements

  • 83% code reduction improves maintainability and reduces complexity
  • Optimized caching reduces API calls and improves response times
  • YAML output format provides better token efficiency for AI parsing
  • Streamlined data structures reduce memory usage and processing overhead

Developer Experience

  • Simplified tool interface with consistent input/output patterns
  • Better error handling with standardized response formats
  • Cleaner documentation focused on core GitHub functionality
  • Reduced cognitive load with fewer tools and clearer responsibilities

AI Assistant Integration

  • Token-optimized responses through YAML formatting and data cleaning
  • Consistent data structures across all tools for better parsing
  • Enhanced security processing with integrated sanitization
  • Improved context efficiency with streamlined metadata

🔄 Migration Impact

  • Breaking Changes: Removed packageSearch and githubSearchCommits tools
  • API Changes: Updated response formats for all remaining tools
  • Configuration: Updated environment variable examples and tool lists
  • Documentation: Comprehensive updates across all user-facing docs