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Simplified MCP server for AI agent project management - 8 essential tools for session memory and task tracking

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# Available Tools (v1.3.30) Memory Pickle MCP provides 8 essential tools for streamlined project management and memory storage. The agent uses these automatically - you don't need to call them directly. ## Simplified Design - **One tool per function** - No redundancy or overlap - **Smart defaults** - Tools work together automatically - **Agent-friendly** - Clear, focused functionality - **Essential only** - Removed rarely-used utilities and diagnostics ## Project Management ### `get_project_status` **Auto-called at session start** Shows current project state, task tree, and progress. ```yaml # Optional parameters: project_id: "proj_123" # Defaults to current project ``` Returns: - Task hierarchy with completion status - Progress percentages - Blocked items - Recent completions - Critical priority items ### `create_project` Creates a new project container. **Automatically becomes the current project.** ```yaml name: "My New Project" description: "Project description" ``` ### `set_current_project` Switches to a different project. ```yaml project_id: "proj_123" ``` ### `generate_handoff_summary` Creates session transition summary. ```yaml format: "detailed" # or "compact" ``` ## Task Management ### `create_task` Adds a new task to the current project. ```yaml title: "Implement feature X" description: "Detailed description" priority: "high" # critical, high, medium, low project_id: "proj_123" # Optional - uses current project if not specified ``` ### `update_task` **Consolidated tool** - handles completion, progress, notes, and blockers. ```yaml task_id: "task_123" completed: true # Optional - mark complete/incomplete progress: 75 # Optional - 0-100 percentage notes: "Almost done" # Optional - progress notes blockers: ["Waiting for approval"] # Optional - list of blockers ``` ## Memory Management ### `remember_this` Stores important information. ```yaml title: "Important Decision" content: "We decided to use React instead of Vue" category: "technical" # general, technical, business importance: "high" # low, medium, high, critical tags: ["react", "frontend"] task_id: "task_123" # Optional link to task ``` ### `recall_context` Searches stored memories. ```yaml query: "react decision" # Optional search term category: "technical" # Optional filter tags: ["frontend"] # Optional filter limit: 10 # Default 10 ``` ## Session Management ### `generate_handoff_summary` Creates session transition summary for continuing work in new chats. **Also serves as clean markdown generator for agents.** ```yaml format: "detailed" # or "compact" project_id: "proj_123" # Optional: specific project ``` **Note:** This tool returns clean markdown content without MCP wrapper formatting, making it ideal for agents that need to process session data directly. ### `export_session` Export session data as markdown or JSON for permanent storage. ```yaml format: "markdown" # or "json" include_handoff: true # Include handoff summary raw_markdown: false # If true, returns clean markdown without MCP wrapper ``` **Note:** By default, `export_session` wraps the markdown in MCP response format with helpful instructions. For agents that want to process the markdown directly, use `raw_markdown: true` or use `generate_handoff_summary` for clean markdown. ### `set_current_project` Switches to a different project when working on multiple things. ```yaml project_id: "proj_123" ``` ## Tool Usage Patterns **Critical (Auto-triggered):** - `get_project_status` - Always called at session start - `create_task` - When user mentions work items - `update_task` - When user reports progress or completion **High (Frequently used):** - `remember_this` - Store important decisions and context - `recall_context` - Search previous memories and decisions - `generate_handoff_summary` - Create session transitions **Medium (As needed):** - `create_project` - Start new projects (auto-becomes current) - `set_current_project` - Switch between multiple projects ## Summary of Changes in v1.3.30 **Removed Tools:** - `toggle_task` → Consolidated into `update_task` - `update_task_progress` → Consolidated into `update_task` - `get_tasks` → Functionality covered by `get_project_status` - `export_to_markdown` → Replaced with `generate_handoff_summary` - `apply_template` → Removed (rarely used) - `list_categories` → Removed (redundant with `get_project_status`) **Enhanced Tools:** - `update_task` now handles completion, progress, notes, and blockers - `create_project` automatically sets as current project - `get_project_status` provides comprehensive project overview