import { Injectable, Logger, Inject, OnModuleDestroy } from '@nestjs/common';
import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js';
import { randomUUID } from 'node:crypto';
import { z } from 'zod';
import type { Brain } from '@mosaicstack/brain';
import type { Memory } from '@mosaicstack/memory';
import { BRAIN } from '../brain/brain.tokens.js';
import { MEMORY } from '../memory/memory.tokens.js';
import { EmbeddingService } from '../memory/embedding.service.js';
import { CoordService } from '../coord/coord.service.js';

interface SessionEntry {
  server: McpServer;
  transport: StreamableHTTPServerTransport;
  createdAt: Date;
  userId: string;
}

@Injectable()
export class McpService implements OnModuleDestroy {
  private readonly logger = new Logger(McpService.name);
  private readonly sessions = new Map<string, SessionEntry>();

  constructor(
    @Inject(BRAIN) private readonly brain: Brain,
    @Inject(MEMORY) private readonly memory: Memory,
    @Inject(EmbeddingService) private readonly embeddings: EmbeddingService,
    @Inject(CoordService) private readonly coordService: CoordService,
  ) {}

  /**
   * Creates a new MCP session with its own server + transport pair.
   * Returns the transport for use by the controller.
   */
  createSession(userId: string): { sessionId: string; transport: StreamableHTTPServerTransport } {
    const sessionId = randomUUID();

    const transport = new StreamableHTTPServerTransport({
      sessionIdGenerator: () => sessionId,
      onsessioninitialized: (id) => {
        this.logger.log(`MCP session initialized: ${id} for user ${userId}`);
      },
    });

    const server = new McpServer(
      { name: 'mosaic-gateway', version: '1.0.0' },
      { capabilities: { tools: {} } },
    );

    this.registerTools(server, userId);

    transport.onclose = () => {
      this.logger.log(`MCP session closed: ${sessionId}`);
      this.sessions.delete(sessionId);
    };

    server.connect(transport).catch((err: unknown) => {
      this.logger.error(
        `MCP server connect error for session ${sessionId}: ${err instanceof Error ? err.message : String(err)}`,
      );
    });

    this.sessions.set(sessionId, { server, transport, createdAt: new Date(), userId });
    return { sessionId, transport };
  }

  /**
   * Returns the transport for an existing session, or null if not found.
   */
  getSession(sessionId: string): StreamableHTTPServerTransport | null {
    return this.sessions.get(sessionId)?.transport ?? null;
  }

  /**
   * Registers all platform tools on the given McpServer instance.
   */
  private registerTools(server: McpServer, _userId: string): void {
    // ─── Brain: Project tools ────────────────────────────────────────────

    server.registerTool(
      'brain_list_projects',
      {
        description: 'List all projects in the brain.',
        inputSchema: z.object({}),
      },
      async () => {
        const projects = await this.brain.projects.findAll();
        return {
          content: [{ type: 'text' as const, text: JSON.stringify(projects, null, 2) }],
        };
      },
    );

    server.registerTool(
      'brain_get_project',
      {
        description: 'Get a project by ID.',
        inputSchema: z.object({
          id: z.string().describe('Project ID (UUID)'),
        }),
      },
      async ({ id }) => {
        const project = await this.brain.projects.findById(id);
        return {
          content: [
            {
              type: 'text' as const,
              text: project ? JSON.stringify(project, null, 2) : `Project not found: ${id}`,
            },
          ],
        };
      },
    );

    // ─── Brain: Task tools ───────────────────────────────────────────────

    server.registerTool(
      'brain_list_tasks',
      {
        description: 'List tasks, optionally filtered by project, mission, or status.',
        inputSchema: z.object({
          projectId: z.string().optional().describe('Filter by project ID'),
          missionId: z.string().optional().describe('Filter by mission ID'),
          status: z.string().optional().describe('Filter by status'),
        }),
      },
      async ({ projectId, missionId, status }) => {
        type TaskStatus = 'not-started' | 'in-progress' | 'blocked' | 'done' | 'cancelled';
        let tasks;
        if (projectId) tasks = await this.brain.tasks.findByProject(projectId);
        else if (missionId) tasks = await this.brain.tasks.findByMission(missionId);
        else if (status) tasks = await this.brain.tasks.findByStatus(status as TaskStatus);
        else tasks = await this.brain.tasks.findAll();
        return { content: [{ type: 'text' as const, text: JSON.stringify(tasks, null, 2) }] };
      },
    );

    server.registerTool(
      'brain_create_task',
      {
        description: 'Create a new task in the brain.',
        inputSchema: z.object({
          title: z.string().describe('Task title'),
          description: z.string().optional().describe('Task description'),
          projectId: z.string().optional().describe('Project ID'),
          missionId: z.string().optional().describe('Mission ID'),
          priority: z.string().optional().describe('Priority: low, medium, high, critical'),
        }),
      },
      async (params) => {
        type Priority = 'low' | 'medium' | 'high' | 'critical';
        const task = await this.brain.tasks.create({
          ...params,
          priority: params.priority as Priority | undefined,
        });
        return { content: [{ type: 'text' as const, text: JSON.stringify(task, null, 2) }] };
      },
    );

    server.registerTool(
      'brain_update_task',
      {
        description: 'Update an existing task.',
        inputSchema: z.object({
          id: z.string().describe('Task ID'),
          title: z.string().optional(),
          description: z.string().optional(),
          status: z
            .string()
            .optional()
            .describe('not-started, in-progress, blocked, done, cancelled'),
          priority: z.string().optional(),
        }),
      },
      async ({ id, ...updates }) => {
        type TaskStatus = 'not-started' | 'in-progress' | 'blocked' | 'done' | 'cancelled';
        type Priority = 'low' | 'medium' | 'high' | 'critical';
        const task = await this.brain.tasks.update(id, {
          ...updates,
          status: updates.status as TaskStatus | undefined,
          priority: updates.priority as Priority | undefined,
        });
        return {
          content: [
            {
              type: 'text' as const,
              text: task ? JSON.stringify(task, null, 2) : `Task not found: ${id}`,
            },
          ],
        };
      },
    );

    // ─── Brain: Mission tools ────────────────────────────────────────────

    server.registerTool(
      'brain_list_missions',
      {
        description: 'List all missions, optionally filtered by project.',
        inputSchema: z.object({
          projectId: z.string().optional().describe('Filter by project ID'),
        }),
      },
      async ({ projectId }) => {
        const missions = projectId
          ? await this.brain.missions.findByProject(projectId)
          : await this.brain.missions.findAll();
        return { content: [{ type: 'text' as const, text: JSON.stringify(missions, null, 2) }] };
      },
    );

    server.registerTool(
      'brain_list_conversations',
      {
        description: 'List conversations for a user.',
        inputSchema: z.object({
          userId: z.string().describe('User ID'),
        }),
      },
      async ({ userId }) => {
        const conversations = await this.brain.conversations.findAll(userId);
        return {
          content: [{ type: 'text' as const, text: JSON.stringify(conversations, null, 2) }],
        };
      },
    );

    // ─── Memory tools ────────────────────────────────────────────────────

    server.registerTool(
      'memory_search',
      {
        description:
          'Search across stored insights and knowledge using natural language. Returns semantically similar results.',
        inputSchema: z.object({
          userId: z.string().describe('User ID to search memory for'),
          query: z.string().describe('Natural language search query'),
          limit: z.number().optional().describe('Max results (default 5)'),
        }),
      },
      async ({ userId, query, limit }) => {
        if (!this.embeddings.available) {
          return {
            content: [
              {
                type: 'text' as const,
                text: 'Semantic search unavailable — no embedding provider configured',
              },
            ],
          };
        }
        const embedding = await this.embeddings.embed(query);
        const results = await this.memory.insights.searchByEmbedding(userId, embedding, limit ?? 5);
        return { content: [{ type: 'text' as const, text: JSON.stringify(results, null, 2) }] };
      },
    );

    server.registerTool(
      'memory_get_preferences',
      {
        description: 'Retrieve stored preferences for a user.',
        inputSchema: z.object({
          userId: z.string().describe('User ID'),
          category: z
            .string()
            .optional()
            .describe('Filter by category: communication, coding, workflow, appearance, general'),
        }),
      },
      async ({ userId, category }) => {
        type Cat = 'communication' | 'coding' | 'workflow' | 'appearance' | 'general';
        const prefs = category
          ? await this.memory.preferences.findByUserAndCategory(userId, category as Cat)
          : await this.memory.preferences.findByUser(userId);
        return { content: [{ type: 'text' as const, text: JSON.stringify(prefs, null, 2) }] };
      },
    );

    server.registerTool(
      'memory_save_preference',
      {
        description:
          'Store a learned user preference (e.g., "prefers tables over paragraphs", "timezone: America/Chicago").',
        inputSchema: z.object({
          userId: z.string().describe('User ID'),
          key: z.string().describe('Preference key'),
          value: z.string().describe('Preference value (JSON string)'),
          category: z
            .string()
            .optional()
            .describe('Category: communication, coding, workflow, appearance, general'),
        }),
      },
      async ({ userId, key, value, category }) => {
        type Cat = 'communication' | 'coding' | 'workflow' | 'appearance' | 'general';
        let parsedValue: unknown;
        try {
          parsedValue = JSON.parse(value);
        } catch {
          parsedValue = value;
        }
        const pref = await this.memory.preferences.upsert({
          userId,
          key,
          value: parsedValue,
          category: (category as Cat) ?? 'general',
          source: 'agent',
        });
        return { content: [{ type: 'text' as const, text: JSON.stringify(pref, null, 2) }] };
      },
    );

    server.registerTool(
      'memory_save_insight',
      {
        description:
          'Store a learned insight, decision, or knowledge extracted from the current interaction.',
        inputSchema: z.object({
          userId: z.string().describe('User ID'),
          content: z.string().describe('The insight or knowledge to store'),
          category: z
            .string()
            .optional()
            .describe('Category: decision, learning, preference, fact, pattern, general'),
        }),
      },
      async ({ userId, content, category }) => {
        type Cat = 'decision' | 'learning' | 'preference' | 'fact' | 'pattern' | 'general';
        const embedding = this.embeddings.available ? await this.embeddings.embed(content) : null;
        const insight = await this.memory.insights.create({
          userId,
          content,
          embedding,
          source: 'agent',
          category: (category as Cat) ?? 'learning',
        });
        return { content: [{ type: 'text' as const, text: JSON.stringify(insight, null, 2) }] };
      },
    );

    // ─── Coord tools ─────────────────────────────────────────────────────

    server.registerTool(
      'coord_mission_status',
      {
        description:
          'Get the current orchestration mission status including milestones, tasks, and active session.',
        inputSchema: z.object({
          projectPath: z
            .string()
            .optional()
            .describe('Project path. Defaults to gateway working directory.'),
        }),
      },
      async ({ projectPath }) => {
        const resolvedPath = projectPath ?? process.cwd();
        const status = await this.coordService.getMissionStatus(resolvedPath);
        return {
          content: [
            {
              type: 'text' as const,
              text: status ? JSON.stringify(status, null, 2) : 'No active coord mission found.',
            },
          ],
        };
      },
    );

    server.registerTool(
      'coord_list_tasks',
      {
        description: 'List all tasks from the orchestration TASKS.md file.',
        inputSchema: z.object({
          projectPath: z
            .string()
            .optional()
            .describe('Project path. Defaults to gateway working directory.'),
        }),
      },
      async ({ projectPath }) => {
        const resolvedPath = projectPath ?? process.cwd();
        const tasks = await this.coordService.listTasks(resolvedPath);
        return { content: [{ type: 'text' as const, text: JSON.stringify(tasks, null, 2) }] };
      },
    );

    server.registerTool(
      'coord_task_detail',
      {
        description: 'Get detailed status for a specific orchestration task.',
        inputSchema: z.object({
          taskId: z.string().describe('Task ID (e.g. P2-005)'),
          projectPath: z
            .string()
            .optional()
            .describe('Project path. Defaults to gateway working directory.'),
        }),
      },
      async ({ taskId, projectPath }) => {
        const resolvedPath = projectPath ?? process.cwd();
        const detail = await this.coordService.getTaskStatus(resolvedPath, taskId);
        return {
          content: [
            {
              type: 'text' as const,
              text: detail
                ? JSON.stringify(detail, null, 2)
                : `Task ${taskId} not found in coord mission.`,
            },
          ],
        };
      },
    );
  }

  async onModuleDestroy(): Promise<void> {
    this.logger.log(`Closing ${this.sessions.size} MCP sessions on shutdown`);
    const closePromises = Array.from(this.sessions.values()).map(({ transport }) =>
      transport.close().catch((err: unknown) => {
        this.logger.warn(
          `Error closing MCP transport: ${err instanceof Error ? err.message : String(err)}`,
        );
      }),
    );
    await Promise.all(closePromises);
    this.sessions.clear();
  }
}