sync: Workflows P2 features from private repo
- 5 bundled workflows (prep, research, connect, integrate, survey) - quickLink tool for fast edge creation - queryDimensionNodes tool for dimension queries - Workflow orchestration tools (list, get, edit) - Dimension awareness with active dimension tracking - Unified Workflows tab in Agent Panel - MCP server updates for workflow execution Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
“BeeRad”
co-authored by
Claude Opus 4.5
Claude Opus 4.5
parent
3951d9daf4
commit
f9271aeeb4
@@ -67,6 +67,223 @@ const searchNodesOutputSchema = {
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)
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};
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// rah_update_node schemas
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const updateNodeInputSchema = {
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id: z.number().int().positive().describe('The ID of the node to update'),
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updates: z.object({
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title: z.string().optional().describe('New title'),
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content: z.string().optional().describe('Content to APPEND (not replace)'),
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link: z.string().optional().describe('New link'),
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dimensions: z.array(z.string()).optional().describe('New dimensions (replaces existing)'),
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metadata: z.record(z.any()).optional().describe('New metadata (replaces existing)')
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}).describe('Fields to update')
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};
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const updateNodeOutputSchema = {
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success: z.boolean(),
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nodeId: z.number(),
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message: z.string()
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};
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// rah_get_nodes schemas
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const getNodesInputSchema = {
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nodeIds: z.array(z.number().int().positive()).min(1).max(10).describe('List of node IDs to load')
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};
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const getNodesOutputSchema = {
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count: z.number(),
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nodes: z.array(
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z.object({
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id: z.number(),
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title: z.string(),
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content: z.string().nullable(),
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link: z.string().nullable(),
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dimensions: z.array(z.string()),
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updated_at: z.string()
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})
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)
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};
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// rah_create_edge schemas
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const createEdgeInputSchema = {
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sourceId: z.number().int().positive().describe('Source node ID'),
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targetId: z.number().int().positive().describe('Target node ID'),
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type: z.string().optional().describe('Edge type/label'),
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weight: z.number().min(0).max(1).optional().describe('Edge weight 0-1')
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};
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const createEdgeOutputSchema = {
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success: z.boolean(),
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edgeId: z.number(),
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message: z.string()
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};
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// rah_query_edges schemas
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const queryEdgesInputSchema = {
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nodeId: z.number().int().positive().optional().describe('Find edges connected to this node'),
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limit: z.number().min(1).max(50).optional().describe('Max edges to return')
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};
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const queryEdgesOutputSchema = {
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count: z.number(),
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edges: z.array(
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z.object({
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id: z.number(),
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from_node_id: z.number(),
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to_node_id: z.number(),
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type: z.string().nullable(),
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weight: z.number().nullable()
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})
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)
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};
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// rah_update_edge schemas
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const updateEdgeInputSchema = {
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id: z.number().int().positive().describe('Edge ID to update'),
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type: z.string().optional().describe('New edge type/label'),
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weight: z.number().min(0).max(1).optional().describe('New edge weight 0-1')
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};
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const updateEdgeOutputSchema = {
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success: z.boolean(),
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message: z.string()
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};
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// rah_create_dimension schemas
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const createDimensionInputSchema = {
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name: z.string().min(1).describe('Dimension name'),
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description: z.string().max(500).optional().describe('Dimension description'),
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isPriority: z.boolean().optional().describe('Lock dimension for auto-assignment')
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};
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const createDimensionOutputSchema = {
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success: z.boolean(),
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dimension: z.string(),
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message: z.string()
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};
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// rah_update_dimension schemas
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const updateDimensionInputSchema = {
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name: z.string().min(1).describe('Current dimension name'),
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newName: z.string().optional().describe('New name (for renaming)'),
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description: z.string().max(500).optional().describe('New description'),
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isPriority: z.boolean().optional().describe('Lock/unlock dimension')
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};
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const updateDimensionOutputSchema = {
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success: z.boolean(),
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dimension: z.string(),
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message: z.string()
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};
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// rah_delete_dimension schemas
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const deleteDimensionInputSchema = {
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name: z.string().min(1).describe('Dimension name to delete')
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};
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const deleteDimensionOutputSchema = {
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success: z.boolean(),
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message: z.string()
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};
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// rah_search_embeddings schemas
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const searchEmbeddingsInputSchema = {
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query: z.string().min(1).describe('Semantic search query'),
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limit: z.number().min(1).max(20).optional().describe('Max results')
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};
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const searchEmbeddingsOutputSchema = {
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count: z.number(),
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results: z.array(
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z.object({
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nodeId: z.number(),
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title: z.string(),
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chunkPreview: z.string(),
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similarity: z.number()
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})
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)
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};
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// rah_list_workflows schemas
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const listWorkflowsOutputSchema = {
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count: z.number(),
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workflows: z.array(
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z.object({
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key: z.string(),
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displayName: z.string(),
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description: z.string().nullable(),
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enabled: z.boolean()
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})
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)
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};
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// rah_get_workflow schemas
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const getWorkflowInputSchema = {
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workflowKey: z.string().describe('Workflow key to fetch (e.g., "integrate", "prep")')
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};
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const getWorkflowOutputSchema = {
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success: z.boolean(),
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workflow: z.object({
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key: z.string(),
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displayName: z.string(),
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description: z.string().nullable(),
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instructions: z.string(),
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enabled: z.boolean()
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}).nullable(),
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message: z.string()
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};
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// rah_execute_workflow schemas
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const executeWorkflowInputSchema = {
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workflowKey: z.string().describe('Workflow key to execute (e.g., "integrate")'),
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nodeId: z.number().int().positive().optional().describe('Target node ID for the workflow')
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};
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const executeWorkflowOutputSchema = {
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success: z.boolean(),
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message: z.string()
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};
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// rah_extract_url schemas
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const extractUrlInputSchema = {
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url: z.string().url().describe('URL of the webpage to extract content from')
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};
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const extractUrlOutputSchema = {
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success: z.boolean(),
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title: z.string(),
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content: z.string(),
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chunk: z.string(),
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metadata: z.record(z.any())
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};
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// rah_extract_youtube schemas
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const extractYoutubeInputSchema = {
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url: z.string().describe('YouTube video URL to extract transcript from')
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};
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const extractYoutubeOutputSchema = {
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success: z.boolean(),
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title: z.string(),
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channel: z.string(),
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transcript: z.string(),
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metadata: z.record(z.any())
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};
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// rah_extract_pdf schemas
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const extractPdfInputSchema = {
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url: z.string().url().describe('URL of the PDF file to extract content from')
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};
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const extractPdfOutputSchema = {
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success: z.boolean(),
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title: z.string(),
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content: z.string(),
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chunk: z.string(),
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metadata: z.record(z.any())
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};
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const server = new McpServer(serverInfo, { instructions });
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function logError(...args) {
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@@ -227,6 +444,480 @@ server.registerTool(
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}
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);
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server.registerTool(
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'rah_update_node',
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{
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title: 'Update RA-H node',
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description: 'Update an existing node. Content is APPENDED (not replaced). Dimensions are replaced.',
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inputSchema: updateNodeInputSchema,
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outputSchema: updateNodeOutputSchema
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},
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async ({ id, updates }) => {
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if (!updates || Object.keys(updates).length === 0) {
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throw new Error('At least one field must be provided in updates.');
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}
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const result = await callRaHApi(`/api/nodes/${id}`, {
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method: 'PUT',
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body: JSON.stringify(updates)
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});
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const node = result.node || result.data;
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return {
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content: [{ type: 'text', text: `Updated node #${id}` }],
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structuredContent: {
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success: true,
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nodeId: node?.id || id,
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message: result.message || `Updated node #${id}`
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}
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};
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}
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);
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server.registerTool(
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'rah_get_nodes',
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{
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title: 'Get RA-H nodes by ID',
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description: 'Load full node records by their IDs.',
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inputSchema: getNodesInputSchema,
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outputSchema: getNodesOutputSchema
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},
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async ({ nodeIds }) => {
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const uniqueIds = Array.from(new Set(nodeIds.filter(id => Number.isFinite(id) && id > 0)));
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if (uniqueIds.length === 0) {
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throw new Error('No valid node IDs provided.');
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}
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const nodes = [];
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for (const id of uniqueIds) {
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try {
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const result = await callRaHApi(`/api/nodes/${id}`, { method: 'GET' });
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if (result.node) {
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nodes.push({
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id: result.node.id,
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title: result.node.title,
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content: result.node.content ?? null,
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link: result.node.link ?? null,
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dimensions: result.node.dimensions || [],
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updated_at: result.node.updated_at
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});
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}
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} catch (e) {
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// Skip missing nodes
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}
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}
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return {
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content: [{ type: 'text', text: `Loaded ${nodes.length} of ${uniqueIds.length} nodes.` }],
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structuredContent: {
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count: nodes.length,
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nodes
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}
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};
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}
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);
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server.registerTool(
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'rah_create_edge',
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{
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title: 'Create RA-H edge',
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description: 'Create a connection between two nodes.',
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inputSchema: createEdgeInputSchema,
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outputSchema: createEdgeOutputSchema
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},
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async ({ sourceId, targetId, type, weight }) => {
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const payload = {
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from_node_id: sourceId,
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to_node_id: targetId,
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type: type || 'related',
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weight: weight ?? 0.5
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};
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const result = await callRaHApi('/api/edges', {
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method: 'POST',
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body: JSON.stringify(payload)
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});
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const edge = result.edge || result.data;
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return {
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content: [{ type: 'text', text: `Created edge from #${sourceId} to #${targetId}` }],
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structuredContent: {
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success: true,
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edgeId: edge?.id || 0,
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message: result.message || `Created edge from #${sourceId} to #${targetId}`
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}
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};
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}
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);
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server.registerTool(
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'rah_query_edges',
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{
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title: 'Query RA-H edges',
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description: 'Find connections between nodes.',
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inputSchema: queryEdgesInputSchema,
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outputSchema: queryEdgesOutputSchema
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},
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async ({ nodeId, limit = 25 }) => {
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const params = new URLSearchParams();
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if (nodeId) params.set('nodeId', String(nodeId));
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params.set('limit', String(Math.min(Math.max(limit, 1), 50)));
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const result = await callRaHApi(`/api/edges?${params.toString()}`, {
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method: 'GET'
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});
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const edges = Array.isArray(result.data) ? result.data : [];
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return {
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content: [{ type: 'text', text: `Found ${edges.length} edge(s).` }],
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structuredContent: {
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count: edges.length,
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edges: edges.map(e => ({
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id: e.id,
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from_node_id: e.from_node_id,
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to_node_id: e.to_node_id,
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type: e.type ?? e.source ?? null,
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weight: e.weight ?? null
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}))
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}
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};
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}
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);
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server.registerTool(
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'rah_update_edge',
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{
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title: 'Update RA-H edge',
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description: 'Update an existing edge connection.',
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inputSchema: updateEdgeInputSchema,
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outputSchema: updateEdgeOutputSchema
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},
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async ({ id, type, weight }) => {
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const payload = {};
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if (type !== undefined) payload.type = type;
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if (weight !== undefined) payload.weight = weight;
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if (Object.keys(payload).length === 0) {
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throw new Error('At least one field (type or weight) must be provided.');
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}
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const result = await callRaHApi(`/api/edges/${id}`, {
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method: 'PUT',
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body: JSON.stringify(payload)
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});
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return {
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content: [{ type: 'text', text: `Updated edge #${id}` }],
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structuredContent: {
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success: true,
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message: result.message || `Updated edge #${id}`
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}
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};
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}
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);
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server.registerTool(
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'rah_create_dimension',
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{
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title: 'Create RA-H dimension',
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description: 'Create a new dimension/tag for organizing nodes.',
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inputSchema: createDimensionInputSchema,
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outputSchema: createDimensionOutputSchema
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},
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async ({ name, description, isPriority }) => {
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const payload = { name };
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if (description) payload.description = description;
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if (isPriority !== undefined) payload.isPriority = isPriority;
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const result = await callRaHApi('/api/dimensions', {
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method: 'POST',
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body: JSON.stringify(payload)
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});
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const dim = result.data?.dimension || name;
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return {
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content: [{ type: 'text', text: `Created dimension: ${dim}` }],
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structuredContent: {
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success: true,
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dimension: dim,
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message: `Created dimension: ${dim}`
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}
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};
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}
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);
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server.registerTool(
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'rah_update_dimension',
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{
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title: 'Update RA-H dimension',
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description: 'Update dimension properties (rename, description, lock/unlock).',
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inputSchema: updateDimensionInputSchema,
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outputSchema: updateDimensionOutputSchema
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},
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async ({ name, newName, description, isPriority }) => {
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const payload = {};
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if (newName) {
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payload.currentName = name;
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payload.newName = newName;
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} else {
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payload.name = name;
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}
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if (description !== undefined) payload.description = description;
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if (isPriority !== undefined) payload.isPriority = isPriority;
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const result = await callRaHApi('/api/dimensions', {
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method: 'PUT',
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body: JSON.stringify(payload)
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});
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const dim = result.data?.dimension || newName || name;
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return {
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content: [{ type: 'text', text: `Updated dimension: ${dim}` }],
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structuredContent: {
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success: true,
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dimension: dim,
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message: `Updated dimension: ${dim}`
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}
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};
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}
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);
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server.registerTool(
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'rah_delete_dimension',
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{
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title: 'Delete RA-H dimension',
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description: 'Delete a dimension and remove it from all nodes.',
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inputSchema: deleteDimensionInputSchema,
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outputSchema: deleteDimensionOutputSchema
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},
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async ({ name }) => {
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const result = await callRaHApi(`/api/dimensions?name=${encodeURIComponent(name)}`, {
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method: 'DELETE'
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});
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return {
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content: [{ type: 'text', text: `Deleted dimension: ${name}` }],
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structuredContent: {
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success: true,
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message: `Deleted dimension: ${name}`
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}
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};
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}
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);
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server.registerTool(
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'rah_search_embeddings',
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{
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title: 'Semantic search RA-H',
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description: 'Search node content using semantic similarity (vector search).',
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inputSchema: searchEmbeddingsInputSchema,
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outputSchema: searchEmbeddingsOutputSchema
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},
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async ({ query, limit = 10 }) => {
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const params = new URLSearchParams();
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params.set('q', query);
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params.set('limit', String(Math.min(Math.max(limit, 1), 20)));
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const result = await callRaHApi(`/api/nodes/search?${params.toString()}`, {
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method: 'GET'
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});
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const results = Array.isArray(result.data) ? result.data : [];
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return {
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content: [{ type: 'text', text: `Found ${results.length} semantically similar result(s).` }],
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structuredContent: {
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count: results.length,
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results: results.map(r => ({
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nodeId: r.node_id || r.nodeId || r.id,
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title: r.title || 'Untitled',
|
||||
chunkPreview: (r.chunk || r.content || '').slice(0, 200),
|
||||
similarity: r.similarity || r.score || 0
|
||||
}))
|
||||
}
|
||||
};
|
||||
}
|
||||
);
|
||||
|
||||
server.registerTool(
|
||||
'rah_list_workflows',
|
||||
{
|
||||
title: 'List RA-H workflows',
|
||||
description: 'List all available workflows.',
|
||||
inputSchema: {},
|
||||
outputSchema: listWorkflowsOutputSchema
|
||||
},
|
||||
async () => {
|
||||
const result = await callRaHApi('/api/workflows', { method: 'GET' });
|
||||
const workflows = Array.isArray(result.data) ? result.data : [];
|
||||
|
||||
return {
|
||||
content: [{ type: 'text', text: `Found ${workflows.length} workflow(s).` }],
|
||||
structuredContent: {
|
||||
count: workflows.length,
|
||||
workflows: workflows.map(w => ({
|
||||
key: w.key,
|
||||
displayName: w.displayName,
|
||||
description: w.description || null,
|
||||
enabled: w.enabled
|
||||
}))
|
||||
}
|
||||
};
|
||||
}
|
||||
);
|
||||
|
||||
server.registerTool(
|
||||
'rah_get_workflow',
|
||||
{
|
||||
title: 'Get RA-H workflow',
|
||||
description: 'Fetch a workflow definition by key (e.g., "integrate", "prep"). Returns instructions that can be followed.',
|
||||
inputSchema: getWorkflowInputSchema,
|
||||
outputSchema: getWorkflowOutputSchema
|
||||
},
|
||||
async ({ workflowKey }) => {
|
||||
try {
|
||||
const result = await callRaHApi(`/api/workflows/${encodeURIComponent(workflowKey)}`, {
|
||||
method: 'GET'
|
||||
});
|
||||
|
||||
const workflow = result.data;
|
||||
return {
|
||||
content: [{ type: 'text', text: `Workflow "${workflowKey}": ${workflow?.displayName || 'Unknown'}` }],
|
||||
structuredContent: {
|
||||
success: true,
|
||||
workflow: workflow ? {
|
||||
key: workflow.key,
|
||||
displayName: workflow.displayName,
|
||||
description: workflow.description || null,
|
||||
instructions: workflow.instructions,
|
||||
enabled: workflow.enabled
|
||||
} : null,
|
||||
message: `Fetched workflow "${workflowKey}"`
|
||||
}
|
||||
};
|
||||
} catch (e) {
|
||||
return {
|
||||
content: [{ type: 'text', text: `Workflow "${workflowKey}" not found.` }],
|
||||
structuredContent: {
|
||||
success: false,
|
||||
workflow: null,
|
||||
message: `Workflow "${workflowKey}" not found`
|
||||
}
|
||||
};
|
||||
}
|
||||
}
|
||||
);
|
||||
|
||||
server.registerTool(
|
||||
'rah_execute_workflow',
|
||||
{
|
||||
title: 'Execute RA-H workflow',
|
||||
description: 'Execute a predefined workflow (e.g., "integrate" for connection discovery).',
|
||||
inputSchema: executeWorkflowInputSchema,
|
||||
outputSchema: executeWorkflowOutputSchema
|
||||
},
|
||||
async ({ workflowKey, nodeId }) => {
|
||||
const payload = { workflowKey };
|
||||
if (nodeId) payload.nodeId = nodeId;
|
||||
|
||||
const result = await callRaHApi('/api/workflows/execute', {
|
||||
method: 'POST',
|
||||
body: JSON.stringify(payload)
|
||||
});
|
||||
|
||||
return {
|
||||
content: [{ type: 'text', text: `Workflow "${workflowKey}" initiated.` }],
|
||||
structuredContent: {
|
||||
success: true,
|
||||
message: result.message || `Workflow "${workflowKey}" initiated.`
|
||||
}
|
||||
};
|
||||
}
|
||||
);
|
||||
|
||||
server.registerTool(
|
||||
'rah_extract_url',
|
||||
{
|
||||
title: 'Extract URL content',
|
||||
description: 'Extract content from a webpage URL. Returns title, content, and metadata for creating nodes.',
|
||||
inputSchema: extractUrlInputSchema,
|
||||
outputSchema: extractUrlOutputSchema
|
||||
},
|
||||
async ({ url }) => {
|
||||
const result = await callRaHApi('/api/extract/url', {
|
||||
method: 'POST',
|
||||
body: JSON.stringify({ url })
|
||||
});
|
||||
|
||||
const summary = `Extracted content from: ${result.title || 'webpage'}`;
|
||||
return {
|
||||
content: [{ type: 'text', text: summary }],
|
||||
structuredContent: {
|
||||
success: true,
|
||||
title: result.title || 'Untitled',
|
||||
content: result.content || '',
|
||||
chunk: result.chunk || '',
|
||||
metadata: result.metadata || {}
|
||||
}
|
||||
};
|
||||
}
|
||||
);
|
||||
|
||||
server.registerTool(
|
||||
'rah_extract_youtube',
|
||||
{
|
||||
title: 'Extract YouTube transcript',
|
||||
description: 'Extract transcript from a YouTube video. Returns title, channel, transcript, and metadata.',
|
||||
inputSchema: extractYoutubeInputSchema,
|
||||
outputSchema: extractYoutubeOutputSchema
|
||||
},
|
||||
async ({ url }) => {
|
||||
const result = await callRaHApi('/api/extract/youtube', {
|
||||
method: 'POST',
|
||||
body: JSON.stringify({ url })
|
||||
});
|
||||
|
||||
const summary = `Extracted transcript from: ${result.title || 'YouTube video'}`;
|
||||
return {
|
||||
content: [{ type: 'text', text: summary }],
|
||||
structuredContent: {
|
||||
success: true,
|
||||
title: result.title || 'Untitled',
|
||||
channel: result.channel || 'Unknown',
|
||||
transcript: result.transcript || '',
|
||||
metadata: result.metadata || {}
|
||||
}
|
||||
};
|
||||
}
|
||||
);
|
||||
|
||||
server.registerTool(
|
||||
'rah_extract_pdf',
|
||||
{
|
||||
title: 'Extract PDF content',
|
||||
description: 'Extract content from a PDF file URL. Returns title, content, and metadata for creating nodes.',
|
||||
inputSchema: extractPdfInputSchema,
|
||||
outputSchema: extractPdfOutputSchema
|
||||
},
|
||||
async ({ url }) => {
|
||||
const result = await callRaHApi('/api/extract/pdf', {
|
||||
method: 'POST',
|
||||
body: JSON.stringify({ url })
|
||||
});
|
||||
|
||||
const summary = `Extracted content from: ${result.title || 'PDF document'}`;
|
||||
return {
|
||||
content: [{ type: 'text', text: summary }],
|
||||
structuredContent: {
|
||||
success: true,
|
||||
title: result.title || 'Untitled PDF',
|
||||
content: result.content || '',
|
||||
chunk: result.chunk || '',
|
||||
metadata: result.metadata || {}
|
||||
}
|
||||
};
|
||||
}
|
||||
);
|
||||
|
||||
async function main() {
|
||||
const transport = new StdioServerTransport();
|
||||
await server.connect(transport);
|
||||
|
||||
Reference in New Issue
Block a user