/**
 * Budget Allocator MCP Server
 *
 * Provides budget configuration, 24 months of historical allocation data,
 * and industry benchmarks by company stage.
 */
import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
import { StreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/streamableHttp.js";
import type {
  CallToolResult,
  ReadResourceResult,
} from "@modelcontextprotocol/sdk/types.js";
import cors from "cors";
import express, { type Request, type Response } from "express";
import fs from "node:fs/promises";
import path from "node:path";
import { z } from "zod";
import { RESOURCE_MIME_TYPE, RESOURCE_URI_META_KEY } from "../../dist/src/app";

const PORT = process.env.PORT ? parseInt(process.env.PORT, 10) : 3001;
const DIST_DIR = path.join(import.meta.dirname, "dist");

// ---------------------------------------------------------------------------
// Schemas - types are derived from these using z.infer
// ---------------------------------------------------------------------------

const BudgetCategorySchema = z.object({
  id: z.string(),
  name: z.string(),
  color: z.string(),
  defaultPercent: z.number(),
});

const HistoricalMonthSchema = z.object({
  month: z.string(),
  allocations: z.record(z.string(), z.number()),
});

const BenchmarkPercentilesSchema = z.object({
  p25: z.number(),
  p50: z.number(),
  p75: z.number(),
});

const StageBenchmarkSchema = z.object({
  stage: z.string(),
  categoryBenchmarks: z.record(z.string(), BenchmarkPercentilesSchema),
});

const BudgetConfigSchema = z.object({
  categories: z.array(BudgetCategorySchema),
  presetBudgets: z.array(z.number()),
  defaultBudget: z.number(),
  currency: z.string(),
  currencySymbol: z.string(),
});

const BudgetAnalyticsSchema = z.object({
  history: z.array(HistoricalMonthSchema),
  benchmarks: z.array(StageBenchmarkSchema),
  stages: z.array(z.string()),
  defaultStage: z.string(),
});

const BudgetDataResponseSchema = z.object({
  config: BudgetConfigSchema,
  analytics: BudgetAnalyticsSchema,
});

// Types derived from schemas
type BudgetDataResponse = z.infer<typeof BudgetDataResponseSchema>;
type HistoricalMonth = z.infer<typeof HistoricalMonthSchema>;
type StageBenchmark = z.infer<typeof StageBenchmarkSchema>;

// Internal type (not part of API schema - includes trendPerMonth for data generation)
type BudgetCategoryInternal = z.infer<typeof BudgetCategorySchema> & {
  trendPerMonth: number;
};

// ---------------------------------------------------------------------------
// Budget Categories with Trend Data
// ---------------------------------------------------------------------------

const CATEGORIES: BudgetCategoryInternal[] = [
  {
    id: "marketing",
    name: "Marketing",
    color: "#3b82f6",
    defaultPercent: 25,
    trendPerMonth: 0.15,
  },
  {
    id: "engineering",
    name: "Engineering",
    color: "#10b981",
    defaultPercent: 35,
    trendPerMonth: -0.1,
  },
  {
    id: "operations",
    name: "Operations",
    color: "#f59e0b",
    defaultPercent: 15,
    trendPerMonth: 0.05,
  },
  {
    id: "sales",
    name: "Sales",
    color: "#ef4444",
    defaultPercent: 15,
    trendPerMonth: 0.08,
  },
  {
    id: "rd",
    name: "R&D",
    color: "#8b5cf6",
    defaultPercent: 10,
    trendPerMonth: -0.18,
  },
];

// ---------------------------------------------------------------------------
// Industry Benchmarks by Company Stage
// ---------------------------------------------------------------------------

const BENCHMARKS: StageBenchmark[] = [
  {
    stage: "Seed",
    categoryBenchmarks: {
      marketing: { p25: 15, p50: 20, p75: 25 },
      engineering: { p25: 40, p50: 47, p75: 55 },
      operations: { p25: 8, p50: 12, p75: 15 },
      sales: { p25: 10, p50: 15, p75: 20 },
      rd: { p25: 5, p50: 10, p75: 15 },
    },
  },
  {
    stage: "Series A",
    categoryBenchmarks: {
      marketing: { p25: 20, p50: 25, p75: 30 },
      engineering: { p25: 35, p50: 40, p75: 45 },
      operations: { p25: 10, p50: 14, p75: 18 },
      sales: { p25: 15, p50: 20, p75: 25 },
      rd: { p25: 8, p50: 12, p75: 15 },
    },
  },
  {
    stage: "Series B",
    categoryBenchmarks: {
      marketing: { p25: 22, p50: 27, p75: 32 },
      engineering: { p25: 30, p50: 35, p75: 40 },
      operations: { p25: 12, p50: 16, p75: 20 },
      sales: { p25: 18, p50: 23, p75: 28 },
      rd: { p25: 8, p50: 12, p75: 15 },
    },
  },
  {
    stage: "Growth",
    categoryBenchmarks: {
      marketing: { p25: 25, p50: 30, p75: 35 },
      engineering: { p25: 25, p50: 30, p75: 35 },
      operations: { p25: 15, p50: 18, p75: 22 },
      sales: { p25: 20, p50: 25, p75: 30 },
      rd: { p25: 5, p50: 8, p75: 12 },
    },
  },
];

// ---------------------------------------------------------------------------
// Historical Data Generation
// ---------------------------------------------------------------------------

/**
 * Seeded random number generator for reproducible historical data
 */
function seededRandom(seed: number): () => number {
  return () => {
    seed = (seed * 1103515245 + 12345) & 0x7fffffff;
    return seed / 0x7fffffff;
  };
}

/**
 * Generate 24 months of historical allocation data with realistic trends
 */
function generateHistory(
  categories: BudgetCategoryInternal[],
): HistoricalMonth[] {
  const months: HistoricalMonth[] = [];
  const now = new Date();
  const random = seededRandom(42); // Fixed seed for reproducibility

  for (let i = 23; i >= 0; i--) {
    const date = new Date(now);
    date.setMonth(date.getMonth() - i);
    const monthStr = `${date.getFullYear()}-${String(date.getMonth() + 1).padStart(2, "0")}`;

    const rawAllocations: Record<string, number> = {};

    for (const cat of categories) {
      // Start from default, apply trend over time, add noise
      const monthsFromStart = 23 - i;
      const trend = monthsFromStart * cat.trendPerMonth;
      const noise = (random() - 0.5) * 3; // +/- 1.5%
      rawAllocations[cat.id] = Math.max(
        0,
        Math.min(100, cat.defaultPercent + trend + noise),
      );
    }

    // Normalize to 100%
    const total = Object.values(rawAllocations).reduce((a, b) => a + b, 0);
    const allocations: Record<string, number> = {};
    for (const id of Object.keys(rawAllocations)) {
      allocations[id] = Math.round((rawAllocations[id] / total) * 1000) / 10;
    }

    months.push({ month: monthStr, allocations });
  }

  return months;
}

// ---------------------------------------------------------------------------
// MCP Server Setup
// ---------------------------------------------------------------------------

const server = new McpServer({
  name: "Budget Allocator Server",
  version: "1.0.0",
});

const resourceUri = "ui://budget-allocator/mcp-app.html";

server.registerTool(
  "get-budget-data",
  {
    title: "Get Budget Data",
    description:
      "Returns budget configuration with 24 months of historical allocations and industry benchmarks by company stage",
    inputSchema: {},
    _meta: { [RESOURCE_URI_META_KEY]: resourceUri },
  },
  async (): Promise<CallToolResult> => {
    const response: BudgetDataResponse = {
      config: {
        categories: CATEGORIES.map(({ id, name, color, defaultPercent }) => ({
          id,
          name,
          color,
          defaultPercent,
        })),
        presetBudgets: [50000, 100000, 250000, 500000],
        defaultBudget: 100000,
        currency: "USD",
        currencySymbol: "$",
      },
      analytics: {
        history: generateHistory(CATEGORIES),
        benchmarks: BENCHMARKS,
        stages: ["Seed", "Series A", "Series B", "Growth"],
        defaultStage: "Series A",
      },
    };

    return {
      content: [
        {
          type: "text",
          text: JSON.stringify(response),
        },
      ],
    };
  },
);

server.registerResource(
  resourceUri,
  resourceUri,
  { description: "Interactive Budget Allocator UI" },
  async (): Promise<ReadResourceResult> => {
    const html = await fs.readFile(
      path.join(DIST_DIR, "mcp-app.html"),
      "utf-8",
    );
    return {
      contents: [
        { uri: resourceUri, mimeType: RESOURCE_MIME_TYPE, text: html },
      ],
    };
  },
);

// ---------------------------------------------------------------------------
// Server Startup
// ---------------------------------------------------------------------------

async function main() {
  if (process.argv.includes("--stdio")) {
    const transport = new StdioServerTransport();
    await server.connect(transport);
    console.error("Budget Allocator Server running in stdio mode");
  } else {
    const app = express();
    app.use(cors());
    app.use(express.json());

    app.post("/mcp", async (req: Request, res: Response) => {
      try {
        const transport = new StreamableHTTPServerTransport({
          sessionIdGenerator: undefined,
          enableJsonResponse: true,
        });
        res.on("close", () => {
          transport.close();
        });

        await server.connect(transport);
        await transport.handleRequest(req, res, req.body);
      } catch (error) {
        console.error("Error handling MCP request:", error);
        if (!res.headersSent) {
          res.status(500).json({
            jsonrpc: "2.0",
            error: { code: -32603, message: "Internal server error" },
            id: null,
          });
        }
      }
    });

    const httpServer = app.listen(PORT, (err) => {
      if (err) {
        console.error("Error starting server:", err);
        process.exit(1);
      }
      console.log(
        `Budget Allocator Server listening on http://localhost:${PORT}/mcp`,
      );
    });

    function shutdown() {
      console.log("\nShutting down...");
      httpServer.close(() => {
        console.log("Server closed");
        process.exit(0);
      });
    }

    process.on("SIGINT", shutdown);
    process.on("SIGTERM", shutdown);
  }
}

main().catch(console.error);