“BeeRad”
6c510096a3
- Rename all tools to rah_* prefix (generic, not Latent Space specific) - Update server info to be generic RA-H branding - Add optional write tools behind MCP_ALLOW_WRITES=true env var: - rah_add_node, rah_update_node - rah_create_edge, rah_update_edge - rah_create_dimension, rah_update_dimension, rah_delete_dimension - Read tools always enabled: rah_search_nodes, rah_get_nodes, rah_query_edges, rah_list_dimensions - No embedding search (disabled by DISABLE_EMBEDDINGS on hosted deployments) This makes the HTTP MCP endpoint a general feature of ra-h_os that any deployment can use, not specific to Latent Space Hub.
596 lines
20 KiB
TypeScript
596 lines
20 KiB
TypeScript
/**
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* RA-H Remote MCP Endpoint
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*
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* A stateless MCP server for Vercel/serverless deployments.
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* Exposes rah_* tools for external agents to query (and optionally modify) the knowledge graph.
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*
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* Environment variables:
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* MCP_ALLOW_WRITES=true - Enable write tools (add_node, create_edge, etc.)
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*
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* Usage:
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* claude mcp add --transport http my-rah https://my-deployment.vercel.app/api/mcp
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*/
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import { NextRequest, NextResponse } from 'next/server';
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import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
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import { WebStandardStreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/webStandardStreamableHttp.js';
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import { z } from 'zod';
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import { nodeService, edgeService } from '@/services/database';
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import { getSQLiteClient } from '@/services/database/sqlite-client';
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export const runtime = 'nodejs';
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export const maxDuration = 30;
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const ALLOW_WRITES = process.env.MCP_ALLOW_WRITES === 'true';
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const SERVER_INFO = {
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name: 'ra-h-mcp',
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version: '1.0.0',
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};
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function buildInstructions(): string {
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const lines = [
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'RA-H Knowledge Graph - a local-first research workspace.',
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'Use rah_search_nodes to find content by keyword.',
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'Use rah_get_nodes to load full node content by ID.',
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'Use rah_query_edges to explore connections between nodes.',
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'Use rah_list_dimensions to see content categories.',
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];
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if (ALLOW_WRITES) {
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lines.push('Write operations are enabled. Use rah_add_node to create new nodes.');
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} else {
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lines.push('This is a read-only endpoint.');
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}
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return lines.join(' ');
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}
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/**
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* Create a fresh MCP server instance with rah_* tools
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*/
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function createRAHServer(): McpServer {
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const server = new McpServer(SERVER_INFO, {
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instructions: buildInstructions(),
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capabilities: { tools: {} },
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});
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// ─────────────────────────────────────────────────────────────────────────────
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// READ TOOLS (always enabled)
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// ─────────────────────────────────────────────────────────────────────────────
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// rah_search_nodes - Full-text search
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server.registerTool(
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'rah_search_nodes',
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{
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title: 'Search RA-H nodes',
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description: 'Search the knowledge graph by keyword. Returns matching nodes with title, description, dimensions.',
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inputSchema: {
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query: z.string().min(1).max(400).describe('Search query (keywords)'),
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limit: z.number().min(1).max(50).optional().describe('Max results (default 20)'),
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dimensions: z.array(z.string()).max(5).optional().describe('Filter by dimensions'),
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},
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},
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async ({ query, limit = 20, dimensions }) => {
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const filters: any = {
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search: query.trim(),
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limit: Math.min(Math.max(limit, 1), 50),
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};
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if (dimensions && dimensions.length > 0) {
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filters.dimensions = dimensions;
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}
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const nodes = await nodeService.getNodes(filters);
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const summary = nodes.length === 0
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? `No results found for "${query}".`
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: `Found ${nodes.length} result(s) for "${query}".`;
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return {
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content: [{ type: 'text', text: summary }],
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structuredContent: {
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count: nodes.length,
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nodes: nodes.map((node: any) => ({
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id: node.id,
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title: node.title,
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description: node.description ?? null,
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link: node.link ?? null,
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dimensions: node.dimensions || [],
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updated_at: node.updated_at,
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})),
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},
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};
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}
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);
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// rah_get_nodes - Load full node content by ID
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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 content of specific nodes by their IDs.',
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inputSchema: {
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nodeIds: z.array(z.number().int().positive()).min(1).max(10).describe('Node IDs to load (max 10)'),
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},
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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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return {
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content: [{ type: 'text', text: 'No valid node IDs provided.' }],
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structuredContent: { count: 0, nodes: [] },
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};
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}
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const nodes: any[] = [];
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for (const id of uniqueIds) {
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try {
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const node = await nodeService.getNodeById(id);
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if (node) {
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nodes.push({
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id: node.id,
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title: node.title,
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description: node.description ?? null,
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content: node.content ?? null,
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link: node.link ?? null,
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dimensions: node.dimensions || [],
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metadata: node.metadata || {},
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created_at: node.created_at,
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updated_at: 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: { count: nodes.length, nodes },
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};
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}
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);
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// rah_query_edges - Find connections
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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 (edges) between nodes. Use nodeId to get all connections for a specific node.',
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inputSchema: {
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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(100).optional().describe('Max edges to return (default 50)'),
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},
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},
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async ({ nodeId, limit = 50 }) => {
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let edges: any[];
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if (nodeId) {
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const connections = await edgeService.getNodeConnections(nodeId);
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edges = connections.slice(0, limit).map(c => c.edge);
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} else {
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edges = await edgeService.getEdges();
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edges = edges.slice(0, limit);
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}
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const parseContext = (ctx: any) => {
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if (typeof ctx === 'string') {
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try { return JSON.parse(ctx); } catch { return {}; }
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}
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return ctx || {};
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};
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return {
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content: [{ type: 'text', text: `Found ${edges.length} connection(s).` }],
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structuredContent: {
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count: edges.length,
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edges: edges.map((e: any) => {
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const ctx = parseContext(e.context);
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return {
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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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explanation: ctx.explanation ?? null,
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type: ctx.type ?? null,
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created_at: e.created_at,
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};
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}),
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},
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};
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}
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);
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// rah_list_dimensions - List all dimensions
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server.registerTool(
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'rah_list_dimensions',
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{
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title: 'List RA-H dimensions',
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description: 'List all dimensions (categories/tags) in the knowledge graph with node counts.',
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inputSchema: {},
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},
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async () => {
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const sqlite = getSQLiteClient();
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const result = sqlite.query(`
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WITH dimension_counts AS (
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SELECT nd.dimension, COUNT(*) AS count
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FROM node_dimensions nd
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GROUP BY nd.dimension
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)
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SELECT
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d.name AS dimension,
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d.description,
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d.is_priority AS isPriority,
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COALESCE(dc.count, 0) AS count
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FROM dimensions d
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LEFT JOIN dimension_counts dc ON dc.dimension = d.name
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ORDER BY dc.count DESC, d.name ASC
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`);
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const dimensions = result.rows.map((row: any) => ({
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name: row.dimension,
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description: row.description ?? null,
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isPriority: Boolean(row.isPriority),
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count: Number(row.count),
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}));
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const totalNodes = dimensions.reduce((sum, d) => sum + d.count, 0);
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return {
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content: [{ type: 'text', text: `${dimensions.length} dimensions, ${totalNodes} total nodes.` }],
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structuredContent: {
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count: dimensions.length,
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totalNodes,
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dimensions,
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},
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};
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}
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);
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// ─────────────────────────────────────────────────────────────────────────────
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// WRITE TOOLS (only when MCP_ALLOW_WRITES=true)
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// ─────────────────────────────────────────────────────────────────────────────
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if (ALLOW_WRITES) {
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// rah_add_node
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server.registerTool(
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'rah_add_node',
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{
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title: 'Add RA-H node',
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description: 'Create a new node in the knowledge graph.',
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inputSchema: {
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title: z.string().min(1).max(160).describe('Node title'),
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content: z.string().max(20000).optional().describe('Node content/notes'),
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link: z.string().url().optional().describe('Source URL'),
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description: z.string().max(2000).optional().describe('Short description'),
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dimensions: z.array(z.string()).min(1).max(5).describe('Categories/tags (at least 1)'),
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metadata: z.record(z.any()).optional().describe('Additional metadata'),
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},
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},
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async ({ title, content, link, description, dimensions, metadata }) => {
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// Call the nodes API internally
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const response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/nodes`, {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({
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title: title.trim(),
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content: content?.trim(),
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link: link?.trim(),
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description: description?.trim(),
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dimensions,
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metadata: metadata || {},
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}),
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});
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const result = await response.json();
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if (!result.success) {
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throw new Error(result.error || 'Failed to create node');
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}
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const node = result.data;
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return {
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content: [{ type: 'text', text: `Created node #${node.id}: ${node.title}` }],
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structuredContent: {
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success: true,
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nodeId: node.id,
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title: node.title,
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dimensions: node.dimensions || dimensions,
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},
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};
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}
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);
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// rah_update_node
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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, dimensions are replaced.',
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inputSchema: {
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id: z.number().int().positive().describe('Node ID 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'),
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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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}).describe('Fields to update'),
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},
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},
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async ({ id, updates }) => {
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const response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/nodes/${id}`, {
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method: 'PUT',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(updates),
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});
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const result = await response.json();
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if (!result.success && !result.node) {
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throw new Error(result.error || 'Failed to update node');
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}
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return {
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content: [{ type: 'text', text: `Updated node #${id}` }],
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structuredContent: { success: true, nodeId: id },
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};
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}
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);
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// rah_create_edge
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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: {
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fromNodeId: z.number().int().positive().describe('Source node ID'),
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toNodeId: z.number().int().positive().describe('Target node ID'),
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explanation: z.string().min(1).describe('Why does this connection exist?'),
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},
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},
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async ({ fromNodeId, toNodeId, explanation }) => {
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const response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/edges`, {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({
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from_node_id: fromNodeId,
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to_node_id: toNodeId,
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explanation: explanation.trim(),
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source: 'helper_name',
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created_via: 'mcp',
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}),
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});
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const result = await response.json();
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if (!result.success) {
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throw new Error(result.error || 'Failed to create edge');
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}
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const edge = result.data;
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return {
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content: [{ type: 'text', text: `Created edge from #${fromNodeId} to #${toNodeId}` }],
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structuredContent: { success: true, edgeId: edge?.id },
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};
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}
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);
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// rah_update_edge
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server.registerTool(
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'rah_update_edge',
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{
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title: 'Update RA-H edge',
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description: 'Update an existing edge explanation.',
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inputSchema: {
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id: z.number().int().positive().describe('Edge ID to update'),
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explanation: z.string().min(1).describe('New explanation'),
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},
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},
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async ({ id, explanation }) => {
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const response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/edges/${id}`, {
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method: 'PUT',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({
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context: { explanation: explanation.trim(), created_via: 'mcp' },
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}),
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});
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const result = await response.json();
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if (!result.success && !result.edge) {
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throw new Error(result.error || 'Failed to update edge');
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}
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return {
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content: [{ type: 'text', text: `Updated edge #${id}` }],
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structuredContent: { success: true, edgeId: id },
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};
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}
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);
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// rah_create_dimension
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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 (category/tag) for organizing nodes.',
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inputSchema: {
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name: z.string().min(1).describe('Dimension name'),
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description: z.string().max(500).optional().describe('Description'),
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isPriority: z.boolean().optional().describe('Lock for auto-assignment'),
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},
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},
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async ({ name, description, isPriority }) => {
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const response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/dimensions`, {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({ name, description, isPriority }),
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});
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const result = await response.json();
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if (!result.success) {
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throw new Error(result.error || 'Failed to create dimension');
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}
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return {
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content: [{ type: 'text', text: `Created dimension: ${name}` }],
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structuredContent: { success: true, dimension: name },
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};
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}
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);
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// rah_update_dimension
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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, priority).',
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inputSchema: {
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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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},
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async ({ name, newName, description, isPriority }) => {
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const payload: any = {};
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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 response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/dimensions`, {
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method: 'PUT',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify(payload),
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});
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const result = await response.json();
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if (!result.success) {
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throw new Error(result.error || 'Failed to update dimension');
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}
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return {
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content: [{ type: 'text', text: `Updated dimension: ${newName || name}` }],
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structuredContent: { success: true, dimension: newName || name },
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};
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}
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);
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// rah_delete_dimension
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server.registerTool(
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'rah_delete_dimension',
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{
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title: 'Delete RA-H dimension',
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description: 'Delete a dimension and remove it from all nodes.',
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inputSchema: {
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name: z.string().min(1).describe('Dimension name to delete'),
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},
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},
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async ({ name }) => {
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const response = await fetch(`${process.env.NEXT_PUBLIC_BASE_URL || 'http://localhost:3000'}/api/dimensions?name=${encodeURIComponent(name)}`, {
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method: 'DELETE',
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});
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const result = await response.json();
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if (!result.success) {
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throw new Error(result.error || 'Failed to delete dimension');
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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: { success: true, dimension: name },
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};
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}
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);
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}
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return server;
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}
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/**
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* Handle MCP POST requests (tool calls)
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*/
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export async function POST(req: NextRequest) {
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try {
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const server = createRAHServer();
|
|
const transport = new WebStandardStreamableHTTPServerTransport({
|
|
sessionIdGenerator: undefined,
|
|
});
|
|
|
|
await server.connect(transport);
|
|
const response = await transport.handleRequest(req);
|
|
|
|
await transport.close();
|
|
await server.close();
|
|
|
|
return response;
|
|
} catch (error) {
|
|
console.error('MCP request error:', error);
|
|
|
|
return NextResponse.json(
|
|
{
|
|
jsonrpc: '2.0',
|
|
error: {
|
|
code: -32603,
|
|
message: error instanceof Error ? error.message : 'Internal MCP error',
|
|
},
|
|
},
|
|
{
|
|
status: 500,
|
|
headers: {
|
|
'Content-Type': 'application/json',
|
|
'Access-Control-Allow-Origin': '*',
|
|
},
|
|
}
|
|
);
|
|
}
|
|
}
|
|
|
|
/**
|
|
* Handle preflight CORS requests
|
|
*/
|
|
export async function OPTIONS() {
|
|
return new NextResponse(null, {
|
|
status: 204,
|
|
headers: {
|
|
'Access-Control-Allow-Origin': '*',
|
|
'Access-Control-Allow-Methods': 'GET, POST, OPTIONS',
|
|
'Access-Control-Allow-Headers': 'Content-Type, Accept, Mcp-Session-Id',
|
|
},
|
|
});
|
|
}
|
|
|
|
/**
|
|
* GET returns server info
|
|
*/
|
|
export async function GET() {
|
|
const tools = ['rah_search_nodes', 'rah_get_nodes', 'rah_query_edges', 'rah_list_dimensions'];
|
|
|
|
if (ALLOW_WRITES) {
|
|
tools.push(
|
|
'rah_add_node', 'rah_update_node',
|
|
'rah_create_edge', 'rah_update_edge',
|
|
'rah_create_dimension', 'rah_update_dimension', 'rah_delete_dimension'
|
|
);
|
|
}
|
|
|
|
return NextResponse.json(
|
|
{
|
|
name: SERVER_INFO.name,
|
|
version: SERVER_INFO.version,
|
|
description: 'RA-H Knowledge Graph - Remote MCP Server',
|
|
writesEnabled: ALLOW_WRITES,
|
|
tools,
|
|
usage: 'claude mcp add --transport http my-rah https://your-deployment.vercel.app/api/mcp',
|
|
},
|
|
{
|
|
headers: { 'Access-Control-Allow-Origin': '*' },
|
|
}
|
|
);
|
|
}
|