personal-kg-mcp

Unified analysis tool. Supports: 'clusters' for topic grouping, 'emerging' for trend detection, 'graph_export' for full export, 'path' for finding connections between nodes.

Primary tool for capturing knowledge nodes. Use this to record decisions, progress updates, insights, questions, and ideas. Automatically creates relationships, normalizes tags, and links to sessions. This is your main entry point for adding knowledge to the graph.

Creates a relationship between a session node and another knowledge node. Use to explicitly link work items, decisions, or progress to a specific session for better organization.

Updates an existing knowledge node. Use to modify content, tags, importance, or visibility of a node. Supports partial updates - only specified fields are changed.

Generate a diagnostic HTML dashboard for debugging knowledge graph context selection, search results, and node visibility. Opens in browser to help understand why certain nodes are included/excluded from context.

Unified admin tool for maintenance operations. Supports: 'health' for system status, 'backup' for data protection, 'validate' for integrity checks, 'repair' for fixing issues, 'export'/'import' for data migration, 'rename_tag'/'merge_tags' for tag management, 'migrate_embeddings' for backfilling Ope…

Unified metrics tool. Supports: 'snapshot' for period overview, 'daily' for specific date, 'timeseries' for trends, 'tool_calls' for tool usage, 'searches' for search patterns, 'cleanup' for maintenance.

Provides a comprehensive overview of a project's current state including active focus areas, recent decisions, open questions, blockers, and completed tasks. Perfect for project status checks and planning.

Start every session with this tool! Loads comprehensive context about your project including recent work, active questions, and blockers. Essential for maintaining continuity between work sessions.

Unified tool for node operations. Supports three operations: 'get' to retrieve a node with its relationships, 'delete' to remove a node, 'find_similar' to find semantically similar nodes.

Captures session summaries with structured metadata. Use at the end of work sessions to record what was accomplished, artifacts created, and next actions. Essential for maintaining context between sessions and tracking progress over time.

Lists unresolved questions with aging information. Questions are considered 'stale' after 3 days. Use to track what needs follow-up and identify forgotten questions.

Marks a question as resolved by linking it to a decision, insight, or other node that answers it. Creates a 'resolved_by' relationship.

Unified tool for relationship operations. Supports: 'create' to link nodes, 'list' to view relationships, 'maintain' for cleanup and rebuilding.

Unified search tool for finding knowledge nodes. Supports three modes: 'text' for keyword/tag filtering with ranking, 'semantic' for AI-powered meaning-based search, 'time_range' for date-based queries. Default mode is 'semantic' for best results.

Reconstructs context around a specific topic by analyzing related knowledge nodes. Use to understand the full context and background of a particular subject area.

Lists all tags in the knowledge graph with usage counts. Use to discover available tags, find inconsistencies, or identify commonly used categories.

Retrieves relevant past context for a given query. Returns brief summaries of related decisions, insights, and open questions. Perfect for proactive context injection before starting work on a topic.