{ "entities": [ { "name": "E-commerce_Platform", "entityType": "Project", "observations": [ { "content": "Online retail application with React frontend and Node.js backend", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Started on 2023-04-15", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "MVP targeted for Q3 2023", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "Frontend_App", "entityType": "Component", "observations": [ { "content": "React-based SPA with Material UI components", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Uses Redux for state management", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Implements responsive design for mobile and desktop", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "Authentication_Service", "entityType": "Component", "observations": [ { "content": "Handles user authentication and authorization", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Implements JWT for stateless auth", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Uses bcrypt for password hashing with 12 rounds", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "Product_Catalog", "entityType": "Component", "observations": [ { "content": "Manages product information and inventory", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Uses MongoDB for flexible schema", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Includes search capabilities with filters", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "React", "entityType": "Technology", "observations": [ { "content": "Frontend library version 18.0", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Using functional components and hooks exclusively", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Using React Router for navigation", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Specific version used: React 18.2.0", "timestamp": "2025-03-22T20:22:00.979Z" }, { "content": "Using React Router 6.15.0 for navigation", "timestamp": "2025-03-22T20:22:00.979Z" } ] }, { "name": "Node.js", "entityType": "Technology", "observations": [ { "content": "Server runtime version 18 LTS", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Using Express.js framework", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Configured with TypeScript", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "JWT_Auth", "entityType": "Technology", "observations": [ { "content": "JSON Web Tokens for stateless authentication", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Configured with 15-minute expiration for access tokens", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Using refresh tokens for persistent sessions", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "MongoDB_Selection", "entityType": "Decision", "observations": [ { "content": "Selected on 2023-04-20", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Chosen for flexibility with varied product attributes", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Alternatives considered: PostgreSQL, MySQL", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Trade-off: Less rigid schema validation for more flexibility", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "JWT_Implementation", "entityType": "Decision", "observations": [ { "content": "Selected on 2023-05-01", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Alternatives considered: Session-based auth, OAuth only", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Chosen for stateless operation and horizontal scalability", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Drawback: Requires secure token storage on frontend", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "Token_Refresh_Bug", "entityType": "Issue", "observations": [ { "content": "Users occasionally logged out during active sessions", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Identified on 2023-06-10", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Root cause: Race condition in refresh token mechanism", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Status: Resolved on 2023-06-15", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "Mobile_Layout_Issue", "entityType": "Issue", "observations": [ { "content": "Product images overflow containers on small screens", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Identified on 2023-06-20", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Affects iOS Safari specifically", "timestamp": "2023-08-15T14:00:00.000Z" }, { "content": "Status: Open", "timestamp": "2023-08-15T14:00:00.000Z" } ] }, { "name": "TestProject", "entityType": "Project", "observations": [ { "content": "This is a test project for validating the Project Memory MCP server", "timestamp": "2025-03-22T20:21:12.626Z" }, { "content": "Created on March 22, 2025", "timestamp": "2025-03-22T20:21:12.626Z" } ] }, { "name": "FrontendComponent", "entityType": "Component", "observations": [ { "content": "React-based UI layer", "timestamp": "2025-03-22T20:21:12.626Z" }, { "content": "Handles user interactions and display of project data", "timestamp": "2025-03-22T20:21:12.626Z" } ] }, { "name": "BackendComponent", "entityType": "Component", "observations": [ { "content": "Node.js API server", "timestamp": "2025-03-22T20:21:12.626Z" }, { "content": "Manages data storage and business logic", "timestamp": "2025-03-22T20:21:12.626Z" } ] }, { "name": "NodeJS", "entityType": "Technology", "observations": [ { "content": "JavaScript runtime", "timestamp": "2025-03-22T20:21:25.716Z" }, { "content": "Used for server-side development", "timestamp": "2025-03-22T20:21:25.716Z" }, { "content": "Version 22.13.1", "timestamp": "2025-03-22T20:21:25.716Z" } ] }, { "name": "MongoDB", "entityType": "Technology", "observations": [ { "content": "NoSQL database", "timestamp": "2025-03-22T20:21:25.716Z" }, { "content": "Used for storing project data", "timestamp": "2025-03-22T20:21:25.716Z" }, { "content": "Version 7.0", "timestamp": "2025-03-22T20:21:25.716Z" } ] }, { "name": "Issue_1742674907321", "entityType": "Issue", "observations": [ { "content": "Description: Mobile responsiveness issue on small screens", "timestamp": "2025-03-22T20:21:47.321Z" }, { "content": "Status: Open", "timestamp": "2025-03-22T20:21:47.321Z" }, { "content": "Error message: CSS overflow not handling properly on iPhone SE", "timestamp": "2025-03-22T20:21:47.321Z" } ] }, { "name": "FlexboxLayout", "entityType": "Decision", "observations": [ { "content": "Use CSS Flexbox for responsive layouts", "timestamp": "2025-03-22T20:21:54.817Z" }, { "content": "Decision made on March 22, 2025", "timestamp": "2025-03-22T20:21:54.817Z" }, { "content": "Alternatives considered: CSS Grid, traditional float-based layouts", "timestamp": "2025-03-22T20:21:54.817Z" }, { "content": "Selected for better support on mobile browsers", "timestamp": "2025-03-22T20:21:54.817Z" } ] }, { "name": "AWS_MCP_Server_Project", "entityType": "Project", "observations": [ { "content": "Building an AWS MCP Server that provides AI assistants like Claude with access to AWS resources", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Serves as a bridge between MCP-aware AI assistants and AWS CLI/Boto3", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Supports dual credential sets (primary and secondary from Secrets Manager)", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Will allow secure access to local Windows filesystem for templates and documentation", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Currently implemented Phase 1 (foundational components)", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "MCP_Server_Component", "entityType": "Component", "observations": [ { "content": "Implements Model Context Protocol for communication with AI assistants", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Uses modelcontextprotocol library for request/response handling", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Registers tools for AWS operations and credential management", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Provides tools for listing profiles and executing AWS CLI commands", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Located in src/mcp/server.py", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "Credential_Manager_Component", "entityType": "Component", "observations": [ { "content": "Handles AWS credentials and profiles", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Phase 1: Basic profile discovery and selection from ~/.aws directory", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Planned for Phase 2: Secondary credential retrieval from AWS Secrets Manager", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Planned for Phase 2: Auto-renewal for expiring credentials (hourly expiration)", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Located in src/credentials/manager.py", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "AWS_Service_Component", "entityType": "Component", "observations": [ { "content": "Executes AWS CLI commands and Boto3 code", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Phase 1: Basic AWS CLI command execution with security constraints", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Planned for Phase 3: Full Boto3 code execution support", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Handles formatting AWS responses for AI consumption", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Located in src/aws/service.py", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "Filesystem_Bridge_Component", "entityType": "Component", "observations": [ { "content": "Will provide secure access to Windows host filesystem", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Currently only a placeholder in Phase 1", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Planned for Phase 4: CloudFormation template generation and file operations", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Will handle path translation between container and Windows filesystem", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Located in src/filesystem/bridge.py", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "Docker_Container_Configuration", "entityType": "Component", "observations": [ { "content": "Docker configuration for running the MCP server", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Uses Python 3.11 as base with AWS CLI installation", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Mounts AWS credentials directory as read-only volume", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Mounts output directory for CloudFormation templates and documentation", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Non-root user for security", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Located in docker/Dockerfile and docker/docker-compose.yml", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "Phase1_Completion", "entityType": "Milestone", "observations": [ { "content": "Completed basic MCP server with protocol handling", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Implemented primary AWS profile discovery and selection", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Built basic AWS CLI command execution with security constraints", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Set up project structure and package configuration", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Created status update tracking system", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Status documented in status/phase1-complete.md", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "Phase2_Implementation", "entityType": "Task", "observations": [ { "content": "Next phase to implement: Secondary credential management", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Will implement credential retrieval from AWS Secrets Manager", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Will build credential expiration detection system", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Will create auto-renewal for hourly expiring credentials", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Will implement switching between primary and secondary credentials", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "In progress, not yet completed", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "Implementation_Plan", "entityType": "Document", "observations": [ { "content": "Detailed plan for the AWS MCP Server implementation", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Outlines 6 phases of development with specific deliverables", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Includes technical specifications and security considerations", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Located in docs/implementation-plan.md", "timestamp": "2025-03-22T20:29:42.970Z" }, { "content": "Being followed with regular status updates", "timestamp": "2025-03-22T20:29:42.970Z" } ] }, { "name": "GitHub_Repository", "entityType": "Resource", "observations": [ { "content": "Private GitHub repository at https://github.com/ldavis9000aws/mcp-aws-tools", "timestamp": "2025-03-22T20:30:05.251Z" }, { "content": "Cloned locally to C:\\localrepos\\mcp-aws-tools", "timestamp": "2025-03-22T20:30:05.251Z" }, { "content": "Contains source code, documentation, and Docker configuration", "timestamp": "2025-03-22T20:30:05.251Z" }, { "content": "Has status updates to track progress across phases", "timestamp": "2025-03-22T20:30:05.251Z" }, { "content": "Currently at version 0.1.0 with Phase 1 completed", "timestamp": "2025-03-22T20:30:05.251Z" } ] }, { "name": "GitHub_MCP_Tools", "entityType": "Tool", "observations": [ { "content": "Used create_repository_mcp_github-docker to create the private GitHub repo", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used get_file_contents_mcp_github-docker to examine file contents", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used create_or_update_file_mcp_github-docker to update individual files", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used push_files_mcp_github-docker for batch file updates and commits", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Essential for remote repository management and version control", "timestamp": "2025-03-22T20:38:05.778Z" } ] }, { "name": "Filesystem_MCP_Tools", "entityType": "Tool", "observations": [ { "content": "Used create_directory_mcp_filesystem-docker to set up project structure", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used write_file_mcp_filesystem-docker to create source code files", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used read_file_mcp_filesystem-docker to examine existing file contents", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used edit_file_mcp_filesystem-docker for some file modifications", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Critical for local file management and code development", "timestamp": "2025-03-22T20:38:05.778Z" } ] }, { "name": "Windows_CLI_MCP_Tools", "entityType": "Tool", "observations": [ { "content": "Used execute_command_mcp_win-cli for Git operations like clone and add", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used get_current_directory_mcp_win-cli to verify working directory", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Provided access to Windows command line for repository operations", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used with both cmd and PowerShell shells as needed", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Important for local repository management", "timestamp": "2025-03-22T20:38:05.778Z" } ] }, { "name": "Development_Process", "entityType": "Process", "observations": [ { "content": "Started with repository creation and cloning to local machine", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Implemented project structure with directories for src, docs, docker", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Created source files for core components (MCP server, credential manager, AWS service)", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Used batch file commits for efficient version control", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Created status tracking system with markdown files", "timestamp": "2025-03-22T20:38:05.778Z" }, { "content": "Added project memory for continuity across development sessions", "timestamp": "2025-03-22T20:38:05.778Z" } ] }, { "name": "Project_Memory_MCP_Tools", "entityType": "Tool", "observations": [ { "content": "Used create_entities_mcp_project-memory to store project components and details", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "Used create_relations_mcp_project-memory to establish connections between components", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "Used open_nodes_mcp_project-memory to retrieve project information", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "Enables continuity across development sessions by maintaining project state", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "Critical for capturing project structure and progress", "timestamp": "2025-03-22T20:38:17.433Z" } ] }, { "name": "MCP_Tools_Integration", "entityType": "Design", "observations": [ { "content": "MCP tools are used collectively to manage both local and remote development", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "GitHub and Filesystem tools work together for code management", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "Windows CLI tools facilitate Git operations on the local machine", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "Project Memory tools maintain project context across development sessions", "timestamp": "2025-03-22T20:38:17.433Z" }, { "content": "AWS MCP Server itself implements MCP protocol to provide AI assistants with AWS access", "timestamp": "2025-03-22T20:38:17.433Z" } ] }, { "name": "GitHub_Tools_Best_Practices", "entityType": "Guidelines", "observations": [ { "content": "There are multiple tool sets for interacting with GitHub repositories, and it's important to use the right tool for the right situation to avoid conflicts and ensure proper operation.", "timestamp": "2025-03-22T21:43:10.579Z" }, { "content": "The Windows CLI Git tools (execute_command_mcp_win-cli) are preferred for managing local Git repositories, including cloning, pulling, committing, pushing, and other standard Git operations.", "timestamp": "2025-03-22T21:43:10.579Z" }, { "content": "The GitHub Docker tools (mcp_github-docker functions) are preferred for direct GitHub API operations like searching, creating issues/PRs, or accessing repository content without local clones.", "timestamp": "2025-03-22T21:43:10.579Z" }, { "content": "When a local repository exists, changes should generally be made using the local Git workflow rather than direct GitHub edits to maintain consistency and proper version control practices.", "timestamp": "2025-03-22T21:43:10.579Z" }, { "content": "Windows CLI Tools (execute_command_mcp_win-cli) Use Cases: 1) Local repository operations (clone, pull, push, commit), 2) Running Git commands using the local Git client, 3) Performing operations that affect the working directory, 4) Managing branches locally, 5) Setting up Git configuration", "timestamp": "2025-03-22T21:43:18.731Z" }, { "content": "GitHub Docker Tools (mcp_github-docker) Use Cases: 1) Direct interaction with GitHub's API, 2) Creating issues, PRs, repositories without local cloning, 3) Searching across GitHub repositories, 4) Accessing specific file content from GitHub without needing local checkout, 5) Managing GitHub-specific features like forks, organization settings, etc.", "timestamp": "2025-03-22T21:43:18.731Z" }, { "content": "Filesystem Tools (mcp_filesystem-docker) Use Cases: 1) Reading/writing files in existing repositories, 2) Checking file contents after Git operations, 3) Creating/modifying files that will later be committed using Git", "timestamp": "2025-03-22T21:43:18.731Z" }, { "content": "Avoid Direct GitHub Edits When: 1) Working on code that requires testing, 2) Making complex changes to multiple files, 3) Changes that benefit from IDE features and local validation, 4) When local Git hooks should be triggered", "timestamp": "2025-03-22T21:43:18.731Z" }, { "content": "Appropriate Cases for Direct GitHub Edits: 1) Quick documentation fixes, 2) GitHub-specific configuration files, 3) Emergency hotfixes when local environment is unavailable, 4) Simple changes to non-code files", "timestamp": "2025-03-22T21:43:18.731Z" } ] }, { "name": "AWS_MCP_Tools_Project", "entityType": "Project", "observations": [ { "content": "AWS MCP Server is a project that provides Model Context Protocol (MCP) tools for interacting with AWS services", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "The project is implemented in Python using boto3 and the AWS CLI", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Project follows a phased implementation approach with 6 planned phases", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Phase 1 (completed): Basic MCP server with AWS CLI execution and profile management", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Phase 2 (completed): Secondary credential management with AWS Secrets Manager integration", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Phase 3 (planned): AWS Service Integration with Boto3", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Phase 4 (planned): Filesystem Integration", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Phase 5 (planned): Documentation System", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Phase 6 (planned): Testing & Refinement", "timestamp": "2025-03-22T21:43:24.247Z" }, { "content": "Project status: SHELVED - Being replaced by a JavaScript-based AWS SDK V3 implementation", "timestamp": "2025-03-23T16:37:22.292Z" }, { "content": "All planned future phases (3-6) are now on hold indefinitely", "timestamp": "2025-03-23T16:37:22.292Z" }, { "content": "The Python implementation encountered challenges with the Model Context Protocol dependency", "timestamp": "2025-03-23T16:37:22.292Z" }, { "content": "Knowledge and architecture design from this project will inform the new JavaScript-based approach", "timestamp": "2025-03-23T16:37:22.292Z" } ] }, { "name": "Phase2_MCP_Server_Update", "entityType": "Task", "observations": [ { "content": "The credential manager (manager.py) has been updated with Phase 2 functionality for secondary credentials from AWS Secrets Manager", "timestamp": "2025-03-22T21:43:36.365Z" }, { "content": "The MCP server (server.py) needs to be updated to expose Phase 2 credential management features as tools", "timestamp": "2025-03-22T21:43:36.365Z" }, { "content": "New tools to be added: configure_secondary_credentials, get_credential_status, switch_credentials, set_auto_renewal", "timestamp": "2025-03-22T21:43:36.365Z" }, { "content": "Local repository is now properly synced with GitHub repository", "timestamp": "2025-03-22T21:43:36.365Z" }, { "content": "When implementing these changes, we should use the local Git workflow with Windows CLI tools rather than direct GitHub edits", "timestamp": "2025-03-22T21:43:36.365Z" }, { "content": "After implementing the MCP tools, we need to verify functionality and ensure error handling is robust", "timestamp": "2025-03-22T21:43:36.365Z" } ] }, { "name": "ToolTesting", "entityType": "Project", "observations": [ { "content": "A test project to evaluate various tools available in the system.", "timestamp": "2025-03-22T21:51:23.824Z" } ] }, { "name": "FilesystemTools", "entityType": "Component", "observations": [ { "content": "Tools for filesystem operations like reading, writing, and manipulating files.", "timestamp": "2025-03-22T21:51:23.824Z" } ] }, { "name": "ToolDocumentation", "entityType": "Project", "observations": [ { "content": "Comprehensive documentation of available tools, their capabilities, and special considerations for use across all projects.", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "This documentation serves as the reference guide for all tool usage in current and future projects.", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "DockerTools", "entityType": "Component", "observations": [ { "content": "Container Management: Can create, list, run, stop, and remove containers", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Image Management: Can pull, list, and build Docker images", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Log Retrieval: Can fetch container logs", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Running containers require appropriate configuration (volumes, ports, etc.)", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "For long-running containers, set detach: true", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "When pulling images, provide repository and optionally tag", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Container IDs or names can be used for most operations", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Container operations may return different status responses based on current state", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "GitHubTools", "entityType": "Component", "observations": [ { "content": "Repository Management: Can create, fork, and manage repositories", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "File Operations: Can create, update, and push files to repositories", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Issue Management: Can create and manage issues", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Search Capabilities: Can search repositories, code, and other GitHub resources", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "ALWAYS create repositories as private by default unless explicitly told to make public", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "When updating files, provide proper commit messages", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Repository operations require owner and repo name parameters", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Batch operations like push_files are more efficient for multiple file changes", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "WebSearchTools", "entityType": "Component", "observations": [ { "content": "Brave Search: Works for general web searches", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Tavily Search: Provides structured search results with high relevance", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Google Search: Provides comprehensive web search results", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Different search engines may provide varying results for the same query", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Result formats differ between search providers", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Formatting and length limitations apply to search queries", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "ProjectMemoryTools", "entityType": "Component", "observations": [ { "content": "Entity Management: Can create, read, update, and delete knowledge graph entities", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Relation Management: Can establish and manage relationships between entities", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Search and Retrieval: Can search and open specific nodes in the knowledge graph", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Entities require name, type, and at least one observation", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Relations need valid entity names for 'from' and 'to' fields", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "The knowledge graph persists between sessions, providing continuity", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Pre-existing knowledge graph content may be present from previous usage", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "OSPMarketingTools", "entityType": "Component", "observations": [ { "content": "Writing Guidelines: Provides comprehensive writing guides", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Editing Codes: Supplies semantic editing marks for content review", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Value Mapping: Offers product positioning and value communication frameworks", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "SEO Optimization: Provides on-page SEO guidelines", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Some tools like get_meta_guide_mcp_osp-marketing-tools may have encoding issues", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Tools like get_on_page_seo_guide_mcp_osp-marketing-tools provide structured formatting guidelines", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Marketing tools work best with a systematic approach following their usage protocols", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "WindowsCLITool", "entityType": "Component", "observations": [ { "content": "Can execute commands in either PowerShell or CMD shell", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Can retrieve command history", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Can determine current working directory", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Always specify workingDir parameter for reliable execution", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Prefer 'cmd' shell unless PowerShell features are specifically needed", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Command completed successfully (no output) means the command worked but produced no output", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Check directory contents to verify operations rather than relying on direct output", "timestamp": "2025-03-22T21:56:03.065Z" } ] }, { "name": "ToolBestPractices", "entityType": "Guidelines", "observations": [ { "content": "Error Handling: When tools fail, check path validity, permissions, and parameter correctness. For file operations, ensure parent directories exist before creating files. For editing, ensure exact matching text is specified.", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Security Considerations: Always create repositories as private by default. Be cautious with container exposure and port mapping. Limit file system access to necessary paths only.", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Performance Optimization: Use batch operations where available (like push_files for multiple files). Avoid unnecessary container creation/removal cycles. Limit search result counts to what's actually needed.", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Tool Integration: Filesystem, Git, and GitHub tools can be combined for efficient workflows. Project Memory tools help maintain context between operations. Consider connection between local and remote resources when choosing tools.", "timestamp": "2025-03-22T21:56:03.065Z" }, { "content": "Playwright Best Practices: Always close browser sessions with playwright_close_mcp_playwright when finished to prevent resource leaks. Use specific CSS selectors for reliable element targeting. Screenshots are automatically saved to user's Downloads folder with timestamped filenames. HTTP request functions like playwright_get_mcp_playwright provide both response body and status code.", "timestamp": "2025-03-22T22:26:12.169Z" } ] }, { "name": "PlaywrightTools", "entityType": "Component", "observations": [ { "content": "Web Navigation: Successfully tested playwright_navigate_mcp_playwright to browse to different URLs", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "Screenshots: Captured page screenshots with playwright_screenshot_mcp_playwright - saves both to Downloads folder and in memory", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "DOM Interaction: Used playwright_click_mcp_playwright to click on page elements", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "Form Filling: Tested playwright_fill_mcp_playwright to input text into form fields", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "JavaScript Execution: Executed JavaScript in browser context with playwright_evaluate_mcp_playwright", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "Console Logs: Retrieved browser console logs using playwright_console_logs_mcp_playwright", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "HTTP Requests: Made direct API requests with playwright_get_mcp_playwright without user interface", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "Session Management: Important to close browser sessions with playwright_close_mcp_playwright when finished", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "CSS Selectors: Most interaction functions require valid CSS selectors to identify elements", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "Screenshots save to .../Users/[username]/Downloads/[name]-[timestamp].png by default", "timestamp": "2025-03-22T22:25:58.962Z" }, { "content": "HTTP functions return both response body and status code", "timestamp": "2025-03-22T22:25:58.962Z" } ] }, { "name": "GitHubRepositoryDefaults", "entityType": "Policy", "observations": [ { "content": "All GitHub repositories should be created as private by default unless specifically requested by the user to be public.", "timestamp": "2025-03-22T23:02:55.388Z" }, { "content": "Only create public repositories when explicitly asked by the user.", "timestamp": "2025-03-22T23:02:55.388Z" } ] }, { "name": "AWS_Tool_Direction_Change", "entityType": "Decision", "observations": [ { "content": "The Python-based AWS MCP Tool project is being shelved temporarily", "timestamp": "2025-03-23T16:37:15.305Z" }, { "content": "A new project with similar goals will be created using AWS JavaScript V3 SDK instead of Python/Boto3", "timestamp": "2025-03-23T16:37:15.305Z" }, { "content": "The new approach will maintain similar objectives of enabling AI agents to interact with AWS services", "timestamp": "2025-03-23T16:37:15.305Z" }, { "content": "This decision was made on March 22, 2025", "timestamp": "2025-03-23T16:37:15.305Z" } ] }, { "name": "AWS_JS_SDK_Tool_Project", "entityType": "Project", "observations": [ { "content": "New AWS tool project using JavaScript AWS SDK V3 instead of Python/Boto3", "timestamp": "2025-03-23T16:37:25.613Z" }, { "content": "Will maintain similar objectives of enabling AI agents to interact with AWS services", "timestamp": "2025-03-23T16:37:25.613Z" }, { "content": "Initiated on March 22, 2025 to replace the shelved Python-based AWS MCP Tools project", "timestamp": "2025-03-23T16:37:25.613Z" }, { "content": "Will leverage knowledge gained from the Python implementation's architecture and design", "timestamp": "2025-03-23T16:37:25.613Z" } ] }, { "name": "MCPServerImplementation", "entityType": "Component", "observations": [ { "content": "MCP Server implementation for project memory", "timestamp": "2025-03-23T16:53:17.664Z" }, { "content": "Implemented using Node.js and TypeScript", "timestamp": "2025-03-23T16:53:17.664Z" }, { "content": "Uses the MCP protocol to expose tools for memory operations", "timestamp": "2025-03-23T16:53:17.664Z" }, { "content": "Successfully tested with LibreChat", "timestamp": "2025-03-23T16:53:17.664Z" } ] }, { "name": "SimplifiedServerStartup", "entityType": "Component", "observations": [ { "content": "Created simple-server.js to handle MCP protocol communication", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Automatically installs required dependencies", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Fixes compatibility issues with different SDK versions", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Provides direct stdio connections for MCP clients", "timestamp": "2025-03-23T16:53:23.541Z" } ] }, { "name": "MCPProjectMemory", "entityType": "Project", "observations": [ { "content": "Knowledge graph-based memory system for software development", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Provides persistent context across chat sessions", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Specialized entity and relation types for software development", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Uses JSON file storage for portability", "timestamp": "2025-03-23T16:53:23.541Z" } ] }, { "name": "NPXPublishingTask", "entityType": "Decision", "observations": [ { "content": "Plan to publish package to NPM registry", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Will enable users to use with NPX without cloning the repo", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Scheduled for implementation in next phase", "timestamp": "2025-03-23T16:53:23.541Z" }, { "content": "Will simplify installation process for end users", "timestamp": "2025-03-23T16:53:23.541Z" } ] }, { "name": "CompatibilityFix", "entityType": "Issue", "observations": [ { "content": "Identified incompatibility with MCP SDK version", "timestamp": "2025-03-23T16:53:28.487Z" }, { "content": "Original code expected version 0.0.7 which doesn't exist in npm", "timestamp": "2025-03-23T16:53:28.487Z" }, { "content": "Current npm version (1.7.0) has different API", "timestamp": "2025-03-23T16:53:28.487Z" }, { "content": "Resolved by creating wrapper script with dynamic dependency handling", "timestamp": "2025-03-23T16:53:28.487Z" } ] }, { "name": "VisualizationLayer", "entityType": "Decision", "observations": [ { "content": "Planning a dedicated visualization layer for the knowledge graph", "timestamp": "2025-03-23T16:53:28.487Z" }, { "content": "Will implement after NPM publishing", "timestamp": "2025-03-23T16:53:28.487Z" }, { "content": "Will use Cytoscape.js for interactive graph visualization", "timestamp": "2025-03-23T16:53:28.487Z" }, { "content": "Will provide multiple view types (hierarchy, network, timeline)", "timestamp": "2025-03-23T16:53:28.487Z" } ] }, { "name": "LibreChatConfig", "entityType": "Configuration", "observations": [ { "content": "LibreChat is deployed on a local machine with 32GB RAM, NVIDIA GPU, and ample storage space", "timestamp": "2025-03-23T16:59:30.854Z" }, { "content": "Default recursion limit of 25 was causing errors with MCP tools", "timestamp": "2025-03-23T16:59:30.854Z" }, { "content": "Error message: '[handleAbortError] AI response error; aborting request: Recursion limit of 25 reached without hitting a stop condition'", "timestamp": "2025-03-23T16:59:30.854Z" } ] }, { "name": "RecursionLimitUpdate", "entityType": "ConfigChange", "observations": [ { "content": "Increased recursionLimit from default 25 to 75 in librechat.yaml", "timestamp": "2025-03-23T16:59:30.854Z" }, { "content": "Configuration change path: endpoints > agents > recursionLimit", "timestamp": "2025-03-23T16:59:30.854Z" }, { "content": "Change implemented on a local machine with 32GB RAM and NVIDIA GPU", "timestamp": "2025-03-23T16:59:30.854Z" }, { "content": "This change successfully resolved the recursion limit errors when using multiple MCP tools", "timestamp": "2025-03-23T16:59:30.854Z" } ] }, { "name": "DevelopmentEnvironment", "entityType": "Component", "observations": [ { "content": "Local repository path: C:\\localrepos\\mcp-project-memory", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "GitHub repository: https://github.com/ldavis9000aws/mcp-project-memory", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "Testing configuration in LibreChat at C:\\librechat\\librechat.yaml", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "Node.js version: v22.13.1", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "Using MCP tools: filesystem-docker, github-docker, win-cli, project-memory", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "Using local modified version of start-server.js and new simple-server.js", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "MCP SDK compatibility issue with version 0.0.7 vs available 1.7.0", "timestamp": "2025-03-23T17:39:27.460Z" }, { "content": "Created wrapper script to dynamically install dependencies", "timestamp": "2025-03-23T17:39:27.460Z" } ] }, { "name": "LibreChatIntegration", "entityType": "Component", "observations": [ { "content": "LibreChat configuration successfully tested with MCP Project Memory", "timestamp": "2025-03-23T17:39:32.064Z" }, { "content": "Configuration uses cmd.exe to run the local simple-server.js script", "timestamp": "2025-03-23T17:39:32.064Z" }, { "content": "Added with 30 second initTimeout to allow for dependency installation", "timestamp": "2025-03-23T17:39:32.064Z" }, { "content": "Uses stdio type for direct communication with LibreChat", "timestamp": "2025-03-23T17:39:32.064Z" }, { "content": "Configuration located in C:\\librechat\\librechat.yaml", "timestamp": "2025-03-23T17:39:32.064Z" }, { "content": "Environment variables must be explicitly passed to MCP tools via the 'env:' section in librechat.yaml using ${VARIABLE_NAME} syntax. System/user environment variables are not automatically inherited by MCP tool processes.", "timestamp": "2025-03-23T22:27:57.261Z" }, { "content": "Fix for NPM_TOKEN not being visible: Added 'env: NPM_TOKEN: ${NPM_TOKEN}' to the win-cli MCP server configuration in librechat.yaml.", "timestamp": "2025-03-23T22:27:57.261Z" }, { "content": "Best practice: Store credentials as system environment variables and reference them in librechat.yaml rather than hardcoding them.", "timestamp": "2025-03-23T22:27:57.261Z" } ] }, { "name": "DocumentationState", "entityType": "Component", "observations": [ { "content": "Original documentation in docs/ directory needs updating for NPX", "timestamp": "2025-03-23T17:39:35.713Z" }, { "content": "librechat.md was updated but may need further refinement", "timestamp": "2025-03-23T17:39:35.713Z" }, { "content": "Current documentation assumes repo cloning rather than NPX", "timestamp": "2025-03-23T17:39:35.713Z" }, { "content": "Documentation will need to be updated before NPM publishing", "timestamp": "2025-03-23T17:39:35.713Z" } ] }, { "name": "NPXPreparation", "entityType": "Task", "observations": [ { "content": "Updated package.json with proper metadata for NPM publishing", "timestamp": "2025-03-23T18:06:48.769Z" }, { "content": "Created .npmignore and .npmrc files for publishing configuration", "timestamp": "2025-03-23T18:06:48.769Z" }, { "content": "Added MIT license file required for publishing", "timestamp": "2025-03-23T18:06:48.769Z" }, { "content": "Updated documentation to include NPX usage instructions", "timestamp": "2025-03-23T18:06:48.769Z" }, { "content": "Improved scripts in package.json for better NPX support", "timestamp": "2025-03-23T18:06:48.769Z" }, { "content": "Complete task dated March 24, 2025", "timestamp": "2025-03-23T18:06:48.769Z" } ] } ], "relations": [ { "from": "E-commerce_Platform", "to": "Frontend_App", "relationType": "contains" }, { "from": "E-commerce_Platform", "to": "Authentication_Service", "relationType": "contains" }, { "from": "E-commerce_Platform", "to": "Product_Catalog", "relationType": "contains" }, { "from": "Frontend_App", "to": "React", "relationType": "uses" }, { "from": "Authentication_Service", "to": "Node.js", "relationType": "uses" }, { "from": "Authentication_Service", "to": "JWT_Auth", "relationType": "uses" }, { "from": "Product_Catalog", "to": "Node.js", "relationType": "uses" }, { "from": "Frontend_App", "to": "Authentication_Service", "relationType": "depends_on" }, { "from": "Frontend_App", "to": "Product_Catalog", "relationType": "depends_on" }, { "from": "Authentication_Service", "to": "Token_Refresh_Bug", "relationType": "affected_by" }, { "from": "Frontend_App", "to": "Mobile_Layout_Issue", "relationType": "affected_by" }, { "from": "JWT_Implementation", "to": "JWT_Auth", "relationType": "led_to" }, { "from": "Product_Catalog", "to": "MongoDB_Selection", "relationType": "depends_on" }, { "from": "TestProject", "to": "FrontendComponent", "relationType": "contains" }, { "from": "TestProject", "to": "BackendComponent", "relationType": "contains" }, { "from": "FrontendComponent", "to": "BackendComponent", "relationType": "depends_on" }, { "from": "FrontendComponent", "to": "React", "relationType": "uses" }, { "from": "BackendComponent", "to": "NodeJS", "relationType": "uses" }, { "from": "BackendComponent", "to": "MongoDB", "relationType": "uses" }, { "from": "FrontendComponent", "to": "Issue_1742674907321", "relationType": "affected_by" }, { "from": "FlexboxLayout", "to": "FrontendComponent", "relationType": "led_to" }, { "from": "FlexboxLayout", "to": "Issue_1742674907321", "relationType": "affected_by" }, { "from": "AWS_MCP_Server_Project", "to": "MCP_Server_Component", "relationType": "contains" }, { "from": "AWS_MCP_Server_Project", "to": "Credential_Manager_Component", "relationType": "contains" }, { "from": "AWS_MCP_Server_Project", "to": "AWS_Service_Component", "relationType": "contains" }, { "from": "AWS_MCP_Server_Project", "to": "Filesystem_Bridge_Component", "relationType": "contains" }, { "from": "AWS_MCP_Server_Project", "to": "Docker_Container_Configuration", "relationType": "contains" }, { "from": "AWS_MCP_Server_Project", "to": "Phase1_Completion", "relationType": "achieved" }, { "from": "AWS_MCP_Server_Project", "to": "Phase2_Implementation", "relationType": "working_on" }, { "from": "AWS_MCP_Server_Project", "to": "Implementation_Plan", "relationType": "follows" }, { "from": "MCP_Server_Component", "to": "Credential_Manager_Component", "relationType": "uses" }, { "from": "MCP_Server_Component", "to": "AWS_Service_Component", "relationType": "uses" }, { "from": "MCP_Server_Component", "to": "Filesystem_Bridge_Component", "relationType": "uses" }, { "from": "AWS_Service_Component", "to": "Credential_Manager_Component", "relationType": "uses" }, { "from": "Phase2_Implementation", "to": "Credential_Manager_Component", "relationType": "focuses_on" }, { "from": 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