Sequential Thinking Multi-Agent System

# Changelog All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). ## [Unreleased] ## [0.7.0] - 2025-09-24 ### Added - Parallel execution for thinking agents to improve processing performance - Comprehensive Mermaid diagrams in documentation showing parallel processing flows - Detailed agent descriptions in README files with multi-dimensional thinking methodology - Comparison table with original TypeScript version highlighting architectural differences ### Changed - **PERFORMANCE**: Converted non-synthesis agents to run in parallel using asyncio.gather for significant speed improvements - **GROQ PROVIDER**: Updated Groq provider to use OpenAI GPT-OSS models (openai/gpt-oss-120b for enhanced, openai/gpt-oss-20b for standard) - Complete restructure of README files with cleaner formatting and better organization - Improved documentation clarity by removing all emoji characters from codebase and documentation ### Fixed - Resolved MetricsLogger import error that was preventing server startup - Fixed missing MetricsLogger class implementation in logging configuration - Corrected Mermaid diagram syntax errors in README files - Removed references to non-existent PerformanceTracker class ## [0.5.0] - 2025-09-17 ### Added - Comprehensive TDD test coverage for refactoring and quality improvement - Default settings and processing strategy enum for enhanced configuration - Adaptive architecture with cost optimization capabilities - Comprehensive test infrastructure and unit tests - Magic number extraction to constants for better maintainability ### Changed - **BREAKING**: Migration to Agno v2.0 with architectural updates (~10,000x faster agent creation, ~50x less memory usage) - Upgraded Agno to version 2.0.5 with enhanced agent features - Reorganized types module and cleaned duplicates for better structure - Modernized codebase with enhanced type safety and annotations - Adopted src layout for Python project structure following best practices - Optimized code structure and performance across modules ### Fixed - Resolved mypy type checking errors across all modules - Comprehensive security and quality improvements - Updated minimum Agno version to 2.0.5 for compatibility ### Documentation - Updated CLAUDE.md with Agno v2.0 migration details and corrected commands - Enhanced guidance for src layout and development requirements - Improved test documentation and GitHub provider information ## [0.4.1] - 2025-08-06 ### Fixed - app_lifespan function signature for FastMCP compatibility ### Changed - Restructured main.py with modular architecture for better maintainability ## [0.4.0] - 2025-08-06 ### Added - Support for Kimi K2 model via OpenRouter integration - Enhanced model provider options and configuration flexibility ### Changed - CHANGELOG.md following Keep a Changelog standards - Moved changelog from README.md to dedicated CHANGELOG.md file ## [0.3.0] - 2025-08-01 ### Added - Support for Ollama FULL LOCAL (no API key needed, but requires Ollama installed and running locally) - Local LLM inference capabilities through Ollama integration - Enhanced model configuration options for local deployment - MseeP.ai security assessment badge ### Changed - Restored DeepSeek as default LLM provider - Improved package naming and configuration - Updated dependencies to support local inference - Enhanced agent memory management (disabled for individual agents) ### Fixed - Package naming issues in configuration - Dependency conflicts resolved - Merge conflicts between branches ## [0.2.3] - 2025-04-22 ### Changed - Updated version alignment in project configuration and lock file ## [0.2.2] - 2025-04-10 ### Changed - Default agent model ID for DeepSeek changed from `deepseek-reasoner` to `deepseek-chat` - Improved model selection recommendations ## [0.2.1] - 2025-04-10 ### Changed - Model selection recommendations updated in documentation - Enhanced guidance for coordinator vs specialist model selection ## [0.2.0] - 2025-04-06 ### Added - Major refactoring of sequential thinking team structure - Enhanced coordination logic - Improved JSON output format - LLM configuration and model selection enhancements ### Changed - Agent model IDs updated for better performance - Project structure improvements ## [0.1.3] - 2025-04-06 ### Changed - Project entry point script from `main:main` to `main:run` - Updated documentation for improved user guidance - Cleaned up dependencies in lock file ## [0.1.0] - 2025-04-06 ### Added - Initial project structure and configuration files - Multi-Agent System (MAS) architecture using Agno framework - Sequential thinking tool with coordinated specialist agents - Support for multiple LLM providers (DeepSeek, Groq, OpenRouter) - Pydantic validation for robust data integrity - Integration with external tools (Exa for research) - Structured logging with file and console output - Support for thought revisions and branching - MCP server implementation with FastMCP - Distributed intelligence across specialized agents [Unreleased]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.7.0...HEAD [0.7.0]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.5.0...v0.7.0 [0.5.0]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.4.1...v0.5.0 [0.4.1]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.4.0...v0.4.1 [0.4.0]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.3.0...v0.4.0 [0.3.0]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.2.3...v0.3.0 [0.2.3]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.2.2...v0.2.3 [0.2.2]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.2.1...v0.2.2 [0.2.1]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.2.0...v0.2.1 [0.2.0]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.1.3...v0.2.0 [0.1.3]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/compare/v0.1.0...v0.1.3 [0.1.0]: https://github.com/FradSer/mcp-server-mas-sequential-thinking/releases/tag/v0.1.0