Test

2026-06-19 11:06:11 +02:00
parent 63903e6f7e
commit 23235e8249
20 changed files with 4166 additions and 69 deletions
--- a/apk/app/index.tsx
+++ b/apk/app/index.tsx
@@ -369,7 +369,6 @@ export default function RecorderScreen() {

            if (data.transcription) {
              setTranscriptionText(data.transcription);
-              textsToSpeak.push(data.transcription);
            }

            if (data.llmResponse) {
--- a/backend/.env.example
+++ b/backend/.env.example
@@ -8,6 +8,13 @@ QUIBOT_TOKEN=MY_SECRET_TOKEN
 # Backend server config
 PORT=5000

+# Piper TTS config (optional — local model)
+PIPER_MODELS_DIR=./piper
+PIPER_MODEL=./src/ca_ES-upc_ona-medium.onnx
+
+# Remote Piper TTS service (alternative to local model)
+PIPER_URL=
+
 LLAMA_CPP_URL=https://ollama.epsem.aranroig.com/v1/chat/completitions
 LLAMA_PREAMBLE=./prompts/preamble.md
 LLAMA_API_KEY=your_api_key
--- a/backend/package-lock.json
+++ b/backend/package-lock.json
@@ -8,6 +8,7 @@
      "name": "quibot-backend",
      "version": "1.0.0",
      "dependencies": {
+        "@modelcontextprotocol/sdk": "^1.29.0",
        "axios": "^1.7.0",
        "cors": "^2.8.5",
        "dotenv": "^16.4.5",
@@ -466,6 +467,388 @@
        "node": ">=18"
      }
    },
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+      "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-1.19.14.tgz",
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+      "license": "MIT",
+      "engines": {
+        "node": ">=18.14.1"
+      },
+      "peerDependencies": {
+        "hono": "^4"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk": {
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+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.29.0.tgz",
+      "integrity": "sha512-zo37mZA9hJWpULgkRpowewez1y6ML5GsXJPY8FI0tBBCd77HEvza4jDqRKOXgHNn867PVGCyTdzqpz0izu5ZjQ==",
+      "license": "MIT",
+      "dependencies": {
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+        "ajv": "^8.17.1",
+        "ajv-formats": "^3.0.1",
+        "content-type": "^1.0.5",
+        "cors": "^2.8.5",
+        "cross-spawn": "^7.0.5",
+        "eventsource": "^3.0.2",
+        "eventsource-parser": "^3.0.0",
+        "express": "^5.2.1",
+        "express-rate-limit": "^8.2.1",
+        "hono": "^4.11.4",
+        "jose": "^6.1.3",
+        "json-schema-typed": "^8.0.2",
+        "pkce-challenge": "^5.0.0",
+        "raw-body": "^3.0.0",
+        "zod": "^3.25 || ^4.0",
+        "zod-to-json-schema": "^3.25.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@cfworker/json-schema": "^4.1.1",
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+      },
+      "peerDependenciesMeta": {
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+          "url": "https://github.com/sponsors/fastify"
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@@ -1257,6 +1748,15 @@
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+      "resolved": "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz",
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+      "license": "MIT",
+      "funding": {
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@@ -1503,6 +2045,15 @@
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@@ -1530,12 +2081,30 @@
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+      "license": "MIT",
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+        "depd": "^2.0.0",
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+      "funding": {
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@@ -1906,6 +2554,27 @@
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+      "license": "ISC",
+      "dependencies": {
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+      "bin": {
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@@ -1914,6 +2583,24 @@
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+      "license": "ISC",
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 }
--- a/backend/package.json
+++ b/backend/package.json
@@ -10,6 +10,7 @@
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+++ b/backend/piper/ca_ES-upc_ona-medium.onnx.json
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+      72
+    ],
+    "ɨ": [
+      73
+    ],
+    "ɪ": [
+      74
+    ],
+    "ɫ": [
+      75
+    ],
+    "ɬ": [
+      76
+    ],
+    "ɭ": [
+      77
+    ],
+    "ɮ": [
+      78
+    ],
+    "ɯ": [
+      79
+    ],
+    "ɰ": [
+      80
+    ],
+    "ɱ": [
+      81
+    ],
+    "ɲ": [
+      82
+    ],
+    "ɳ": [
+      83
+    ],
+    "ɴ": [
+      84
+    ],
+    "ɵ": [
+      85
+    ],
+    "ɶ": [
+      86
+    ],
+    "ɸ": [
+      87
+    ],
+    "ɹ": [
+      88
+    ],
+    "ɺ": [
+      89
+    ],
+    "ɻ": [
+      90
+    ],
+    "ɽ": [
+      91
+    ],
+    "ɾ": [
+      92
+    ],
+    "ʀ": [
+      93
+    ],
+    "ʁ": [
+      94
+    ],
+    "ʂ": [
+      95
+    ],
+    "ʃ": [
+      96
+    ],
+    "ʄ": [
+      97
+    ],
+    "ʈ": [
+      98
+    ],
+    "ʉ": [
+      99
+    ],
+    "ʊ": [
+      100
+    ],
+    "ʋ": [
+      101
+    ],
+    "ʌ": [
+      102
+    ],
+    "ʍ": [
+      103
+    ],
+    "ʎ": [
+      104
+    ],
+    "ʏ": [
+      105
+    ],
+    "ʐ": [
+      106
+    ],
+    "ʑ": [
+      107
+    ],
+    "ʒ": [
+      108
+    ],
+    "ʔ": [
+      109
+    ],
+    "ʕ": [
+      110
+    ],
+    "ʘ": [
+      111
+    ],
+    "ʙ": [
+      112
+    ],
+    "ʛ": [
+      113
+    ],
+    "ʜ": [
+      114
+    ],
+    "ʝ": [
+      115
+    ],
+    "ʟ": [
+      116
+    ],
+    "ʡ": [
+      117
+    ],
+    "ʢ": [
+      118
+    ],
+    "ʲ": [
+      119
+    ],
+    "ˈ": [
+      120
+    ],
+    "ˌ": [
+      121
+    ],
+    "ː": [
+      122
+    ],
+    "ˑ": [
+      123
+    ],
+    "˞": [
+      124
+    ],
+    "β": [
+      125
+    ],
+    "θ": [
+      126
+    ],
+    "χ": [
+      127
+    ],
+    "ᵻ": [
+      128
+    ],
+    "ⱱ": [
+      129
+    ],
+    "0": [
+      130
+    ],
+    "1": [
+      131
+    ],
+    "2": [
+      132
+    ],
+    "3": [
+      133
+    ],
+    "4": [
+      134
+    ],
+    "5": [
+      135
+    ],
+    "6": [
+      136
+    ],
+    "7": [
+      137
+    ],
+    "8": [
+      138
+    ],
+    "9": [
+      139
+    ],
+    "̧": [
+      140
+    ],
+    "̃": [
+      141
+    ],
+    "̪": [
+      142
+    ],
+    "̯": [
+      143
+    ],
+    "̩": [
+      144
+    ],
+    "ʰ": [
+      145
+    ],
+    "ˤ": [
+      146
+    ],
+    "ε": [
+      147
+    ],
+    "↓": [
+      148
+    ],
+    "#": [
+      149
+    ],
+    "\"": [
+      150
+    ],
+    "↑": [
+      151
+    ],
+    "̺": [
+      152
+    ],
+    "̻": [
+      153
+    ]
+  },
+  "num_symbols": 256,
+  "num_speakers": 1,
+  "speaker_id_map": {},
+  "piper_version": "1.0.0",
+  "language": {
+    "code": "ca_ES",
+    "family": "ca",
+    "region": "ES",
+    "name_native": "Català",
+    "name_english": "Catalan",
+    "country_english": "Spain"
+  },
+  "dataset": "upc_ona"
+}
--- a/backend/src/config.ts
+++ b/backend/src/config.ts
@@ -9,6 +9,7 @@ let _raspberryPort = Number(process.env.RASPBERRY_PI_PORT) || 8000;
 let _token = process.env.QUIBOT_TOKEN ?? 'MY_SECRET_TOKEN';
 const APP_PORT = Number(process.env.PORT) || 5000;
 const piperUrl = process.env.PIPER_URL ?? '';
+const mcpUrl = process.env.MCP_URL ?? '';
 const llamacppUrl = process.env.LLAMA_CPP_URL ?? '';
 const llamacppApiKey = process.env.LLAMA_API_KEY ?? '';
 const llamaPreambleRaw = process.env.LLAMA_PREAMBLE ?? '';
@@ -45,8 +46,11 @@ export const getLlamacppApiKey = () => llamacppApiKey;
 export const getLlamacppPreamble = () => llamacppPreamble;

 export const getPiperUrl = () => piperUrl;
+export const getPiperModelDir = () =>
+  process.env.PIPER_MODELS_DIR || join('/tmp', 'quibot-piper-models');
 export const getPiperModel = () =>
  process.env.PIPER_MODEL ||
-  join('/tmp', 'quibot-piper-models', 'ca_ES-upc_ona-medium.onnx');
+  join(getPiperModelDir(), 'ca_ES-upc_ona-medium.onnx');
+export const getMcpUrl = () => mcpUrl;

 export const getAppPort = () => APP_PORT;
--- a/backend/src/index.ts
+++ b/backend/src/index.ts
@@ -4,6 +4,7 @@ import router from './routes/router.js';
 import { getAppPort, getConfig } from './config.js';
 import { whisperService } from './services/whisper.service.js';
 import { piperService as piperWorker } from './services/piper.service.js';
+import { mcpClient } from './services/mcpClient.service.js';

 const app = express();

@@ -25,16 +26,22 @@ app.get('/health', (_req, res) => {
  res.json({ status: 'ok', settings });
 });

-const server = app.listen(getAppPort(), () => {
+const server = app.listen(getAppPort(), async () => {
  console.log(`QuiBot backend listening on port ${getAppPort()}`);
  whisperService.spawn();
  piperWorker.initWav().catch(() => { /* model may not exist yet → lazy init on first TTS call */ });
+  try {
+    await mcpClient.start();
+    console.log('[server] MCP client started');
+  } catch (err) {
+    console.error(`[server] MCP client failed to start: ${err instanceof Error ? err.message : String(err)}`);
+  }
 });

 async function shutdown(signal: string) {
  console.log(`[server] ${signal} received, shutting down...`);
  server.close(async () => {
-    await Promise.all([whisperService.shutdown(), piperWorker.shutdown()]);
+    await Promise.all([whisperService.shutdown(), piperWorker.shutdown(), mcpClient.shutdown()]);
    process.exit(0);
  });
 }
--- a/backend/src/piper-worker.py
+++ b/backend/src/piper-worker.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
 """Persistent Piper TTS worker – single subprocess, model loaded once."""

+import os
 import sys
 import json
 import wave
@@ -32,8 +33,9 @@ def main():
    voice = None

    # Defaults (will be overridden by init message)
-    DEFAULT_MODEL = "/tmp/quibot-piper-models/ca_ES-upc_ona-medium.onnx"
-    DEFAULT_CONFIG = "/tmp/quibot-piper-models/ca_ES-upc_ona-medium.onnx.json"
+    _default_dir = os.environ.get("PIPER_MODELS_DIR", "/tmp/quibot-piper-models")
+    DEFAULT_MODEL = os.path.join(_default_dir, "ca_ES-upc_ona-medium.onnx")
+    DEFAULT_CONFIG = os.path.join(_default_dir, "ca_ES-upc_ona-medium.onnx.json")

    # Signal node that the process is alive and listening
    print(json.dumps({"type": "ready"}), flush=True)
@@ -62,6 +64,10 @@ def main():
        elif msg.get("type") == "synthesize":
            text = msg.get("text", "")
            msg_id = msg.get("msgId", "")
+
+            # NEW: output file path from message
+            out_path = msg.get("outPath")
+
            if not voice:
                print(json.dumps({
                    "type": "error",
@@ -70,25 +76,38 @@ def main():
                }), flush=True)
                continue

+            if not out_path:
+                print(json.dumps({
+                    "type": "error",
+                    "text": "Missing outPath",
+                    "msgId": msg_id,
+                }), flush=True)
+                continue
+
            try:
+                import io
+                import wave
+
                buf = io.BytesIO()
                wf = wave.open(buf, 'wb')
-                # set_wav_config is called inside synthesize_wav via set_wav_format=True (default)
+
                voice.synthesize_wav(text, wf)
                wf.close()
+
                wav_bytes = buf.getvalue()

-                # Frame: send length prefix as ASCII number + newline, then raw bytes
-                header = f"{len(wav_bytes)}\n".encode('ascii')
-                sys.stdout.buffer.write(header)
-                sys.stdout.buffer.write(wav_bytes)
-                sys.stdout.buffer.flush()
+                # Write to file instead of stdout
+                os.makedirs(os.path.dirname(out_path) or ".", exist_ok=True)
+                with open(out_path, "wb") as f:
+                    f.write(wav_bytes)

                print(json.dumps({
                    "type": "synthesized",
                    "bytes": len(wav_bytes),
                    "msgId": msg_id,
+                    "outPath": out_path
                }), flush=True)
+
            except Exception as exc:
                err_msg = str(exc).replace('"', '\\"')
                print(json.dumps({
@@ -97,6 +116,5 @@ def main():
                    "msgId": msg_id,
                }), flush=True)

-
 if __name__ == "__main__":
    main()
--- a/backend/src/services/mcp.http.service.ts
+++ b/backend/src/services/mcp.http.service.ts
@@ -0,0 +1,74 @@
+import { getMcpUrl } from '../config';
+
+class McpHttpService {
+  private sessionId: string | null = null;
+
+  async callTool(name: string, args: Record<string, unknown>): Promise<{ text: string; isError?: boolean }> {
+    const baseUrl = getMcpUrl();
+    if (!baseUrl) {
+      throw new Error('MCP HTTP service not configured (set MCP_URL env var)');
+    }
+
+    const url = `${baseUrl}/mcp`;
+
+    if (!this.sessionId) {
+      const initRes = await fetch(url, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          jsonrpc: '2.0',
+          id: 1,
+          method: 'initialize',
+          params: {
+            protocolVersion: '2025-03-26',
+            capabilities: {},
+            clientInfo: { name: 'quibot-backend', version: '1.0.0' },
+          },
+        }),
+      });
+      const initData = await initRes.json();
+      this.sessionId = String(initData.sessionId || initData.result?.sessionId);
+
+      await fetch(url, {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          jsonrpc: '2.0',
+          id: 2,
+          method: 'notifications/initialized',
+        }),
+        ...(this.sessionId && { headers: { 'Mcp-SessionId': this.sessionId } }),
+      });
+    }
+
+    const res = await fetch(url, {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json',
+        ...(this.sessionId && { 'Mcp-SessionId': this.sessionId }),
+      },
+      body: JSON.stringify({
+        jsonrpc: '2.0',
+        id: Date.now(),
+        method: 'tools/call',
+        params: { name, arguments: args },
+      }),
+    });
+
+    const data = await res.json();
+    if (data.error) {
+      return { text: JSON.stringify(data.error), isError: true };
+    }
+    const content = data.result?.content?.[0];
+    if (!content?.text) {
+      throw new Error('MCP tool returned no content');
+    }
+    return { text: content.text };
+  }
+
+  async shutdown(): Promise<void> {
+    this.sessionId = null;
+  }
+}
+
+export const mcpHttpService = new McpHttpService();
--- a/backend/src/services/mcpClient.service.ts
+++ b/backend/src/services/mcpClient.service.ts
@@ -0,0 +1,202 @@
+import { spawn, ChildProcess } from 'child_process';
+import { join } from 'path';
+import { fileURLToPath } from 'url';
+import { getMcpUrl } from '../config';
+import { mcpHttpService } from './mcp.http.service';
+
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = join(__filename, '..');
+
+// Path to the compiled MCP server (two levels up from backend/src/)
+const MCP_BIN = join(__dirname, '..', '..', 'mcp', 'dist', 'index.js');
+
+let _proc: ChildProcess | null = null;
+let nextId = 1;
+let pending = new Map<number | string, { resolve: (v: unknown) => void; reject: (e: Error) => void }>();
+
+function send(msg: Record<string, unknown>): number {
+  const id = nextId++;
+  _proc!.stdin!.write(JSON.stringify({ jsonrpc: '2.0', id, ...msg }) + '\n');
+  return id;
+}
+
+export const mcpClient = {
+  async start(): Promise<void> {
+    const hasMcpBin = (() => {
+      try {
+        require('fs').accessSync(MCP_BIN);
+        return true;
+      } catch {
+        return false;
+      }
+    })();
+
+    if (!hasMcpBin) {
+      const url = getMcpUrl();
+      if (url) {
+        console.log('[mcp] Local MCP binary not found, using HTTP service at', url);
+        return;
+      }
+      throw new Error('MCP local binary and HTTP URL both unavailable');
+    }
+
+    if (_proc) return;
+    return new Promise<void>((resolve, reject) => {
+      _proc = spawn('node', [MCP_BIN], { stdio: ['pipe', 'pipe', 'pipe'], env: { ...process.env } });
+
+      _proc.stdout!.on('data', (chunk: Buffer) => {
+        const text = chunk.toString();
+        for (const line of text.split('\n')) {
+          if (!line.trim()) continue;
+          let parsed: { jsonrpc?: string; id?: number | string; method?: string; result?: unknown; error?: unknown };
+          try { parsed = JSON.parse(line); } catch { continue; }
+          if (parsed.jsonrpc !== '2.0') continue;
+          if (parsed.method) {
+            // notifications or responses without matching id — ignore for now
+            continue;
+          }
+          if (!parsed.id) continue;
+          const p = pending.get(parsed.id);
+          if (!p) continue;
+          pending.delete(parsed.id);
+          if (parsed.error) {
+            p.reject(new Error(`MCP error: ${JSON.stringify(parsed.error)}`));
+          } else {
+            p.resolve(parsed.result);
+          }
+        }
+      });
+
+      _proc.stderr!.on('data', (chunk: Buffer) => {
+        console.log(`[mcp-client] stderr: ${chunk.toString().trim()}`);
+      });
+
+      _proc.on('exit', (code, signal) => {
+        console.error(`[mcp-client] Exited code=${code} signal=${signal}`);
+        _proc = null;
+        for (const [, p] of pending) {
+          p.reject(new Error('MCP client process exited'));
+        }
+        pending.clear();
+      });
+
+      _proc.on('error', (err: Error) => {
+        console.error(`[mcp-client] Error: ${err.message}`);
+        reject(err);
+      });
+
+      // Send initialize request
+      const initId = send({
+        method: 'initialize',
+        params: {
+          protocolVersion: '2025-03-26',
+          capabilities: {},
+          clientInfo: { name: 'quibot-backend', version: '1.0.0' },
+        },
+      });
+
+      pending.set(initId, {
+        resolve: () => {
+          // Send initialized notification
+          _proc!.stdin!.write(
+            JSON.stringify({ jsonrpc: '2.0', method: 'notifications/initialized' }) + '\n',
+          );
+          resolve();
+        },
+        reject,
+      });
+
+      setTimeout(() => {
+        const p = pending.get(initId);
+        if (p) {
+          pending.delete(initId);
+          p.reject(new Error('MCP initialize timed out'));
+        }
+      }, 15_000);
+    });
+  },
+
+  async callTool(name: string, args: Record<string, unknown>): Promise<{ text: string; isError?: boolean }> {
+    if (!_proc) {
+      await this.start();
+    }
+
+    try {
+      return await this._callToolLocal(name, args);
+    } catch (localErr) {
+      const url = getMcpUrl();
+      if (url) {
+        console.log(`[mcp] Local MCP failed: ${localErr instanceof Error ? localErr.message : localErr}. Falling back to HTTP service.`);
+        return await mcpHttpService.callTool(name, args);
+      }
+      throw localErr;
+    }
+  },
+
+  async _callToolLocal(name: string, args: Record<string, unknown>): Promise<{ text: string; isError?: boolean }> {
+    if (!_proc?.stdin) {
+      throw new Error('MCP client not ready');
+    }
+
+    return new Promise((resolve, reject) => {
+      const id = send({
+        method: 'tools/call',
+        params: { name, arguments: args },
+      });
+
+      let cleared = false;
+      const timer = setTimeout(() => {
+        if (cleared) return;
+        cleared = true;
+        pending.delete(id);
+        reject(new Error(`MCP tool "${name}" timed out`));
+      }, 180_000);
+
+      pending.set(id, {
+        resolve: (result: unknown) => {
+          if (cleared) return;
+          cleared = true;
+          clearTimeout(timer);
+          pending.delete(id);
+          const res = result as { content?: Array<{ type: string; text?: string }> };
+          if (res?.content?.[0]?.text !== undefined) {
+            resolve({ text: res.content[0].text });
+          } else {
+            reject(new Error('MCP tool returned no content'));
+          }
+        },
+        reject: (err: Error) => {
+          if (cleared) return;
+          cleared = true;
+          clearTimeout(timer);
+          reject(err);
+        },
+      });
+    });
+  },
+
+  async shutdown(): Promise<void> {
+    if (!_proc) return;
+    _proc.kill('SIGTERM');
+    const current = _proc;
+    await new Promise<void>((resolve) => {
+      let done = false;
+      const cleanup = () => {
+        if (done) return;
+        done = true;
+        _proc = null;
+        for (const [, p] of pending) {
+          p.reject(new Error('MCP client shut down'));
+        }
+        pending.clear();
+        resolve();
+      };
+      current.once('exit', () => cleanup());
+      setTimeout(() => {
+        const proc = _proc;
+        if (proc && !proc.killed) proc.kill('SIGKILL');
+        cleanup();
+      }, 3000);
+    });
+  },
+};
--- a/backend/src/services/piper.service.ts
+++ b/backend/src/services/piper.service.ts
@@ -18,7 +18,7 @@ type PiperMsg =
  | { type: 'ready' }
  | { type: 'init_ok' }
  | { type: 'init_error'; error: string }
-  | { type: 'synthesized'; wavPath: string; bytes?: number; msgId: string }
+  | { type: 'synthesized'; outPath: string; bytes?: number; msgId: string }
  | { type: 'error'; text: string; msgId: string };

 class PiperLocalService {
@@ -45,41 +45,95 @@ class PiperLocalService {
  }

  private handleLine(line: string): void {
-    try { const msg = JSON.parse(line) as PiperMsg; /* handled below */ } catch { return; }
-    const msg = JSON.parse(line) as PiperMsg;
-    if (msg.type === 'ready') return;
-    if (msg.type === 'init_ok') { this.resolveInit(); }
-    if (msg.type === 'init_error') {
-      if (this.pendingInit) { this.pendingInit = null; this.initResolve = null; }
-      this.initReject(new Error(msg.error));
+    console.log('[RX]', line);
+  let msg: PiperMsg;
+
+  try {
+    msg = JSON.parse(line) as PiperMsg;
+  } catch {
+    console.warn('[piper-svc] Invalid JSON:', line);
+    return;
  }
-    if (msg.type === 'synthesized') {
-      this.resolveResponse(msg.msgId, msg.wavPath);
+
+  switch (msg.type) {
+    case 'ready':
+      break;
+
+    case 'init_ok':
+      this.resolveInit();
+      break;
+
+    case 'init_error':
+      this.resolveInitError(new Error(msg.error));
+      break;
+
+    case 'synthesized':
+      this.resolveResponse(msg.msgId, msg.outPath);
+      break;
+
+    case 'error':
+      this.rejectResponse(
+        msg.msgId,
+        new Error(msg.text)
+      );
+      break;
  }
 }

  private async writeStdin(line: string): Promise<void> {
-    if (!this.proc?.stdin) throw new Error('piper-svc: stdin unavailable');
+  if (!this.proc?.stdin) {
+    throw new Error('piper-svc: stdin unavailable');
+  }
+
+  console.log('[TX]', line);
+
  this.proc.stdin.write(line + '\n');
 }

-  // ── pending-init promises (simplest possible design) ──
+  // ── pending-init promises (separate from synth to avoid clearing respMap on init failure) ──
  private initResolve: (() => void) | null = null;
-  private initReject: (e: Error) => void = () => { throw new Error('no reject handler'); };
+private initReject: ((e: Error) => void) | null = null;

  private resolveInit(): void {
  if (!this.pendingInit) return;
-    this.initResolve?.(); this.pendingInit = null;
+
+  this.initResolve?.();
+
+  this.pendingInit = null;
  this.initResolve = null;
+  this.initReject = null;
 }

-  // ── pending synth responses ──
-  private respMap = new Map<string, (wavPath: string) => void>();
+private rejectResponse(msgId: string, err: Error): void {
+  const entry = this.respMap.get(msgId);
+
+  this.respMap.delete(msgId);
+
+  if (entry) {
+    entry.reject(err);
+  }
+}
+
+private resolveInitError(err: Error): void {
+  if (!this.pendingInit) return;
+
+  this.initReject?.(err);
+
+  this.pendingInit = null;
+  this.initResolve = null;
+  this.initReject = null;
+}
+
+  // ── pending synth responses (separate from init so init failure doesn't clear them) ──
+  private respMap = new Map<string, {
+    resolve: (wavPath: string) => void;
+    reject: (e: Error) => void;
+  }>();

  private resolveResponse(msgId: string, wavPath: string): void {
-    const fn = this.respMap.get(msgId);
+    const entry = this.respMap.get(msgId);
    this.respMap.delete(msgId);
-    if (fn) fn(wavPath);
+    if (entry?.resolve) entry.resolve(wavPath);
  }

  // ── public spawn / initWav / synthWav ──
@@ -87,21 +141,31 @@ class PiperLocalService {
  private async _spawn(): Promise<void> {
    if (this.proc) return;

-    const workerPath = join(SCRIPT_DIR, 'src', 'piper-worker.py');
-    const venv = process.env.VIRTUAL_ENV || join(SCRIPT_DIR, '.venv', 'bin', 'python3');
+    const workerPath = join(SCRIPT_DIR, 'piper-worker.py');
+    const venv = process.env.VIRTUAL_ENV || join(SCRIPT_DIR, '..', '.venv', 'bin', 'python3');
    this.proc = spawn(venv, [workerPath], { stdio: ['pipe', 'pipe', 'pipe'] });

    this.setupStdout();

+    if (this.proc.stderr) {
+      this.proc.stderr.on('data', (chunk: Buffer) => {
+        console.error(
+          '[piper-worker]',
+          chunk.toString().trim()
+        );
+      });
+    }
+
    this.proc.on('exit', () => {
-      // reject all pending
-      for (const [, fn] of this.respMap) fn('');
+      console.log('[piper-svc] Process exited, rejecting all pending synths');
+      // reject all pending (new format: {resolve, reject})
+      for (const [, entry] of this.respMap) entry.reject(new Error('piper process exited'));
      this.respMap.clear();
      if (this.pendingInit) { this.initReject(new Error('piper process exited')); this.pendingInit = null; }
    });

    // ── cleanup old WAV files every 5 min ──
-    const timer = setInterval(() => {
+    this.cleanupTimer = setInterval(() => {
      try {
        const now = Date.now();
        for (const entry of readdirSync(TTS_DIR)) {
@@ -120,17 +184,9 @@ class PiperLocalService {
    if (this.pendingInit) return this.pendingInit;

   this.pendingInit = new Promise<void>((resolve, reject) => {
-      // override the global reject
-      const origReject = this.initReject;
      this.initResolve = resolve;
-      this.initReject = (e: Error) => {
-        // cleanup
-        for (const [, fn] of this.respMap) fn('');
-        this.respMap.clear();
-        reject(e);
-      };
+      this.initReject = reject;
    });
-
    const modelPath = getPiperModel() || join('/tmp', 'quibot-piper-models', 'ca_ES-upc_ona-medium.onnx');
    const cfgPath = modelPath.replace(/\.onnx$/, '.onnx.json');
    await this.writeStdin(
@@ -155,8 +211,10 @@ class PiperLocalService {
  }

  async synthWav(text: string): Promise<Buffer> {
+    await this.initWav();
    if (!this.proc) await this._spawn(); // auto-spawn; init runs concurrently
    const msgId = randomUUID() + '-' + Date.now();
+    const outPath = join(TTS_DIR, `${msgId}.wav`);

    return new Promise((resolve, reject) => {
      let cleared = false;
@@ -164,13 +222,15 @@ class PiperLocalService {
        if (cleared) return;
        cleared = true;
        this.respMap.delete(msgId);
-        reject(new Error('piper-svc: synthesis timed out'));
-      }, 30_000);
+        reject(new Error('piper-svc: synthesis timed out after 120s'));
+      }, 120_000);

-      this.respMap.set(msgId, (wavPath: string) => {
+      this.respMap.set(msgId, {
+        resolve: (wavPath: string) => {
          if (cleared) return;
          cleared = true;
          clearTimeout(timer);
+          console.log(`[piper-svc] Synthesized ${wavPath} (${Date.now()})`);
          try {
            const buf = readFileSync(wavPath);
            rmSync(wavPath, { force: true });
@@ -178,10 +238,19 @@ class PiperLocalService {
          } catch (err: unknown) {
            reject(err instanceof Error ? err : new Error('read WAV failed'));
          }
+        },
+        reject: (e: Error) => {
+          if (cleared) return;
+          cleared = true;
+          clearTimeout(timer);
+          this.respMap.delete(msgId);
+          reject(e);
+        },
      });

+      console.log(`[piper-svc] synthesize ${text.substring(0, 40)}... (msgId=${msgId})`);
      this.writeStdin(
-        JSON.stringify({ type: 'synthesize', text, msgId }),
+        JSON.stringify({ type: 'synthesize', text, msgId, outPath }),
      ).catch((e) => {
        if (cleared) return;
        cleared = true;
@@ -194,7 +263,10 @@ class PiperLocalService {
  // ── shutdown ──

  async shutdown(): Promise<void> {
-    this.cleanupTimer?.refresh(); this.cleanupTimer = null;
+    if (this.cleanupTimer) {
+      clearInterval(this.cleanupTimer);
+      this.cleanupTimer = null;
+    }
    if (!this.proc) return;
    const p = this.proc; this.proc = null;
    await new Promise<void>((res) => {
--- a/backend/src/services/whisper.service.ts
+++ b/backend/src/services/whisper.service.ts
@@ -8,7 +8,7 @@ const __dirname = join(__filename, '..');

 const SCRIPT_DIR = join(__dirname, '..');

-const PYTHON = join(SCRIPT_DIR, '../.venv/bin/python3');
+const PYTHON = join(SCRIPT_DIR, '..', '.venv', 'bin', 'python3');

 const whisperModel = process.env.WHISPER_MODEL ?? 'base';
 const whisperLanguage = process.env.WHISPER_LANGUAGE ?? 'ca';
@@ -153,7 +153,7 @@ class WhisperService {
      this.spawn();
    }

-    await this.waitForInit();
+    // await this.waitForInit();

    const msgId = randomUUID() + '-' + Date.now();

--- a/mcp/.gitignore
+++ b/mcp/.gitignore
@@ -0,0 +1,2 @@
+node_modules/
+dist/
--- a/mcp/package-lock.json
+++ b/mcp/package-lock.json
--- a/mcp/package.json
+++ b/mcp/package.json
@@ -0,0 +1,26 @@
+{
+  "name": "quibot-mcp",
+  "version": "1.0.0",
+  "description": "QuiBot MCP server — exposes robot controls as MCP tools and resources",
+  "type": "module",
+  "bin": {
+    "quibot-mcp": "./dist/index.js"
+  },
+  "scripts": {
+    "build": "tsc",
+    "start": "node dist/index.js",
+    "dev": "tsx src/index.ts"
+  },
+  "dependencies": {
+    "@cfworker/json-schema": "^4.1.1",
+    "@modelcontextprotocol/sdk": "^1.29.0",
+    "axios": "^1.7.0",
+    "form-data": "^4.0.0",
+    "zod": "^3.25"
+  },
+  "devDependencies": {
+    "@types/node": "^22.19.21",
+    "tsx": "^4.19.0",
+    "typescript": "^5.6.0"
+  }
+}
--- a/mcp/src/index.ts
+++ b/mcp/src/index.ts
@@ -0,0 +1,581 @@
+#!/usr/bin/env node
+import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
+import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";
+import axios, { AxiosError } from "axios";
+import * as z from "zod";
+import fs from "node:fs";
+
+// --- Config from env (same as backend) ---
+const RASPBERRY_PI_HOST = process.env.RASPBERRY_PI_HOST ?? "http://raspberrypi.local";
+const RASPBERRY_PI_PORT = Number(process.env.RASPBERRY_PI_PORT) || 8000;
+const QUIBOT_TOKEN = process.env.QUIBOT_TOKEN ?? "MY_SECRET_TOKEN";
+
+const RPI_URL = `${RASPBERRY_PI_HOST}:${RASPBERRY_PI_PORT}`;
+
+function rpiUrl(path: string, query?: Record<string, string>): string {
+  const url = `${RPI_URL}${path}`;
+  if (!query) return url;
+  const q = new URLSearchParams({ token: QUIBOT_TOKEN, ...query });
+  return `${url}?${q}`;
+}
+
+// --- Helpers ---
+async function rpiPost(path: string, query?: Record<string, string>, body?: unknown): Promise<unknown> {
+  try {
+    const res = await axios.post(rpiUrl(path, query), body, { timeout: 10000 });
+    return res.data;
+  } catch (err) {
+    if (err instanceof AxiosError && err.response) {
+      throw new Error(`Pi error ${err.response.status}: ${JSON.stringify(err.response.data)}`);
+    }
+    throw err;
+  }
+}
+
+async function rpiGet(path: string, query?: Record<string, string>): Promise<unknown> {
+  try {
+    const res = await axios.get(rpiUrl(path, query), { timeout: 10000 });
+    return res.data;
+  } catch (err) {
+    if (err instanceof AxiosError && err.response) {
+      throw new Error(`Pi error ${err.response.status}: ${JSON.stringify(err.response.data)}`);
+    }
+    throw err;
+  }
+}
+
+async function rpiPostMultipart(path: string, formData: FormData): Promise<unknown> {
+  try {
+    const res = await axios.post(rpiUrl(path), formData, {
+      timeout: 30000,
+      headers: { "Content-Type": "multipart/form-data" },
+    });
+    return res.data;
+  } catch (err) {
+    if (err instanceof AxiosError && err.response) {
+      throw new Error(`Pi error ${err.response.status}: ${JSON.stringify(err.response.data)}`);
+    }
+    throw err;
+  }
+}
+
+// --- MCP Server ---
+const server = new McpServer({
+  name: "quibot",
+  version: "1.0.0",
+});
+
+// === TOOLS ===
+
+server.registerTool(
+  "motor_step",
+  {
+    description: "Move stepper motors in a direction (fire-and-forget — motor runs until stop)",
+    inputSchema: z.object({
+      direction: z.enum(["forward", "backward", "left", "right"]),
+    }),
+  },
+  async ({ direction }) => {
+    const piPath = direction === "backward" ? "/motor/step/backwards" : `/motor/step/${direction}`;
+    try {
+      const result = await rpiPost(piPath);
+      return {
+        content: [{ type: "text", text: JSON.stringify(result) }],
+      };
+    } catch (err) {
+      const msg = err instanceof Error ? err.message : String(err);
+      return {
+        content: [{ type: "text", text: `Error: ${msg}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "motor_stop",
+  {
+    description: "Stop all stepper motors immediately (disables driver via GPIO EN)",
+    inputSchema: z.object({}),
+  },
+  async () => {
+    try {
+      const result = await rpiPost("/motor/stop");
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "audio_upload_transcribe",
+  {
+    description:
+      "Upload an audio file to the Raspberry Pi and get transcription + LLM response. The Pi runs Whisper for transcription and llamacpp with preamble for response.",
+    inputSchema: z.object({
+      audioBase64: z.string().describe("Base64-encoded audio file"),
+      format: z.string().describe("Audio format (wav, m4a, mp3, etc.)"),
+    }),
+  },
+  async ({ audioBase64, format }) => {
+    try {
+      const buffer = Buffer.from(audioBase64, "base64");
+      const formData = new FormData();
+      const fname = `audio-upload-${Date.now()}.${format}`;
+      formData.append("file", new Blob([buffer]), fname);
+
+      const result = await rpiPostMultipart("/transcribe", formData);
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "motor_upload",
+  {
+    description: "Upload an audio file to the Raspberry Pi for processing",
+    inputSchema: z.object({
+      filePath: z.string().describe("Path to audio file on local machine"),
+      format: z.string().describe("Audio format (wav, m4a, mp3, etc.)"),
+    }),
+  },
+  async ({ filePath, format }) => {
+    try {
+      if (!fs.existsSync(filePath)) {
+        return { content: [{ type: "text", text: `File not found: ${filePath}` }], isError: true };
+      }
+      const fd = new (await import("form-data")).default();
+      fd.append("file", fs.createReadStream(filePath));
+      fd.append("format", format);
+      await axios.post(`${RPI_URL}/audio/upload?format=${format}&token=${QUIBOT_TOKEN}`, fd, {
+        headers: fd.getHeaders(),
+        timeout: 30000,
+      });
+      return { content: [{ type: "text", text: `Uploaded: ${filePath}` }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "audio_list",
+  {
+    description: "List incoming audio files on the Raspberry Pi",
+    inputSchema: z.object({}),
+  },
+  async () => {
+    try {
+      const files = await rpiGet("/audio/incoming");
+      return { content: [{ type: "text", text: JSON.stringify(files, null, 2) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "audio_lifecycle",
+  {
+    description: "Manage audio file lifecycle: lock, unlock, cancel, or process a file",
+    inputSchema: z.object({
+      filename: z.string().describe("Audio filename"),
+      action: z.enum(["lock", "unlock", "cancel", "process"]).describe("Lifecycle action to perform"),
+    }),
+  },
+  async ({ filename, action }) => {
+    try {
+      const result = await rpiPost(`/audio/${action}/${filename}`);
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "eye_set_shape",
+  {
+    description: "Set the LED eye shape on the robot's WS2811 matrix",
+    inputSchema: z.object({
+      shape: z.enum(["EYES_OPEN", "EYES_FW", "EYES_DOWN", "EYES_GESTURE"]).describe("Eye shape pattern"),
+    }),
+  },
+  async ({ shape }) => {
+    try {
+      const result = await rpiPost(`/eye/shape/${shape}`);
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "eye_set_color",
+  {
+    description: "Set the LED eye color on the robot's WS2811 matrix",
+    inputSchema: z.object({
+      color: z.enum(["RED", "GREEN", "BLUE", "YELLOW", "CYAN", "MAGENTA", "WHITE", "OFF", "ORANGE", "VIOLET", "DARK_RED"]).describe("Eye color name"),
+    }),
+  },
+  async ({ color }) => {
+    try {
+      const result = await rpiPost(`/eye/color/${color}`);
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "eye_toggle",
+  {
+    description: "Turn eyes on or off (enable/disable LED matrix breathing thread)",
+    inputSchema: z.object({
+      state: z.enum(["on", "off"]).describe("Eye power state"),
+    }),
+  },
+  async ({ state }) => {
+    try {
+      const result = await rpiPost(`/eye/${state}`);
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "gesture_toggle_mode",
+  {
+    description: "Toggle between block mode and gesture mode on the robot",
+    inputSchema: z.object({}),
+  },
+  async () => {
+    try {
+      const result = await rpiPost("/gesture/toggle");
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "gesture_on",
+  {
+    description: "Enable gesture sensor polling (PAJ7620U2)",
+    inputSchema: z.object({}),
+  },
+  async () => {
+    try {
+      const result = await rpiPost("/gesture/on");
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "gesture_off",
+  {
+    description: "Disable gesture sensor polling",
+    inputSchema: z.object({}),
+  },
+  async () => {
+    try {
+      const result = await rpiPost("/gesture/off");
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "run_command",
+  {
+    description: "Run a whitelisted system command on the Raspberry Pi",
+    inputSchema: z.object({
+      task: z.enum(["restart_nginx", "uptime", "update"]).describe("Command to run"),
+    }),
+  },
+  async ({ task }) => {
+    try {
+      const result = await rpiPost("/run", { task });
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+server.registerTool(
+  "tts_speak",
+  {
+    description: "Synthesize speech via Piper TTS and play it on the Raspberry Pi",
+    inputSchema: z.object({
+      text: z.string().describe("Text to speak"),
+      lang: z.string().default("ca").describe("Language code (ca, es, en)"),
+    }),
+  },
+  async ({ text, lang }) => {
+    try {
+      const result = await rpiGet("/tts", { text, lang: lang || "ca" });
+      return { content: [{ type: "text", text: JSON.stringify(result) }] };
+    } catch (err) {
+      return {
+        content: [{ type: "text", text: `Error: ${err instanceof Error ? err.message : String(err)}` }],
+        isError: true,
+      };
+    }
+  },
+);
+
+// === RESOURCES ===
+
+server.registerResource(
+  "config",
+  "quibot://config",
+  { description: "Current Raspberry Pi connection config and token" },
+  async () => ({
+    contents: [
+      {
+        uri: "quibot://config",
+        name: "QuiBot Configuration",
+        mimeType: "application/json",
+        text: JSON.stringify(
+          { raspberryPiHost: RASPBERRY_PI_HOST, raspberryPiPort: RASPBERRY_PI_PORT, token: QUIBOT_TOKEN },
+          null,
+          2,
+        ),
+      },
+    ],
+  }),
+);
+
+server.registerResource(
+  "available-directions",
+  "quibot://directions",
+  { description: "Available motor movement directions" },
+  async () => ({
+    contents: [
+      {
+        uri: "quibot://directions",
+        name: "Available Motor Directions",
+        mimeType: "text/plain",
+        text: ["forward", "backward"].map((d) => `  POST /motor/step/${d}`).join("\n"),
+      },
+    ],
+  }),
+);
+
+server.registerResource(
+  "eye-shapes",
+  "quibot://eyes/shapes",
+  { description: "Available LED eye shapes and their meanings" },
+  async () => ({
+    contents: [
+      {
+        uri: "quibot://eyes/shapes",
+        name: "Available Eye Shapes",
+        mimeType: "text/plain",
+        text: [
+          "  EYES_OPEN  — Normal resting eyes (default)",
+          "  EYES_FW    — Forward-looking eyes",
+          "  EYES_DOWN  — Downward/downcast eyes",
+          "  EYES_GESTURE — Gesture-acknowledge eyes",
+        ].join("\n"),
+      },
+    ],
+  }),
+);
+
+server.registerResource(
+  "color-actions",
+  "quibot://blocks/colors",
+  { description: "Color-to-action mapping for block recognition" },
+  async () => ({
+    contents: [
+      {
+        uri: "quibot://blocks/colors",
+        name: "Color Block Actions",
+        mimeType: "text/plain",
+        text: [
+          "  RED    → Advance forward",
+          "  GREEN  → Turn right",
+          "  BLUE   → Turn left",
+          "  YELLOW → Take / pick up block",
+          "  ORANGE → Leave / eject block",
+          "  VIOLET → Idle",
+          "  BLACK  → Reference / no block",
+        ].join("\n"),
+      },
+    ],
+  }),
+);
+
+server.registerResource(
+  "gestures",
+  "quibot://gestures",
+  { description: "Available PAJ7620U2 gestures" },
+  async () => ({
+    contents: [
+      {
+        uri: "quibot://gestures",
+        name: "Available Gestures",
+        mimeType: "text/plain",
+        text: [
+          "  GS_FORWARD      → Hand moving forward (toward sensor)",
+          "  GS_BACKWARD     → Hand moving backward (away from sensor)",
+          "  GS_LEFT         → Hand moving left",
+          "  GS_RIGHT        → Hand moving right",
+          "  GS_UP           → Hand moving up",
+          "  GS_DOWN         → Hand moving down",
+          "  GS_CLOCKWISE    → Clockwise wave motion",
+          "  GS_ANTICLOCKWISE→ Counter-clockwise wave motion",
+          "  GS_WAVE         → Wave hello gesture",
+        ].join("\n"),
+      },
+    ],
+  }),
+);
+
+server.registerResource(
+  "pi-status",
+  "quibot://status/pi",
+  { description: "Check if Raspberry Pi HTTP server is reachable" },
+  async () => {
+    try {
+      const res = await axios.get(`${RPI_URL}/health`, { timeout: 5000 });
+      return {
+        contents: [
+          {
+            uri: "quibot://status/pi",
+            name: "Pi Status",
+            mimeType: "application/json",
+            text: JSON.stringify({ status: "connected", data: res.data }, null, 2),
+          },
+        ],
+      };
+    } catch {
+      return {
+        contents: [
+          {
+            uri: "quibot://status/pi",
+            name: "Pi Status",
+            mimeType: "application/json",
+            text: JSON.stringify({ status: "disconnected", error: "Cannot reach Raspberry Pi" }, null, 2),
+          },
+        ],
+      };
+    }
+  },
+);
+
+// === PROMPTS ===
+
+server.registerPrompt(
+  "quibot-setup",
+  {
+    description: "Get a complete reference for controlling the QuiBot robot via MCP",
+  },
+  () => ({
+    messages: [
+      {
+        role: "user",
+        content: {
+          type: "text",
+          text: `# QuiBot MCP Server
+
+You can control the physical QuiBot robot with these tools:
+
+## Motor Control
+- motor_step(direction) — Move forward, backward, left, or right
+- motor_stop() — Stop all motors
+- motor_upload(filePath, format) — Upload audio file to Pi
+
+## Audio
+- audio_upload_transcribe(audioBase64, format) — Upload + Whisper transcribe + llamacpp response
+- audio_list() — List incoming audio files
+- audio_lifecycle(filename, action) — lock/unlock/cancel/process audio
+- tts_speak(text, lang) — Synthesize and play speech via Piper TTS
+
+## Eyes (WS2811 LED Matrix)
+- eye_set_shape(shape) — Set face expression shape
+- eye_set_color(color) — Change eye color
+- eye_toggle(state) — Turn eyes on/off
+
+## Gesture Sensor
+- gesture_on() / gesture_off() — Enable/disable gesture polling
+- gesture_toggle_mode() — Toggle between block/gesture mode
+
+## System
+- run_command(task) — Run system commands on Pi (uptime, restart_nginx)
+
+## Resources
+- quibot://status/pi — Check if Pi is reachable
+- quibot://config — Current connection config
+- quibot://blocks/colors — Color-to-action mapping
+- quibot://gestures — Gesture reference
+`,
+        },
+      },
+    ],
+  }),
+);
+
+// === START ===
+
+async function main() {
+  const transport = new StdioServerTransport();
+  await server.connect(transport);
+  console.error("[quibot-mcp] Server connected, waiting for requests via stdio...");
+}
+
+main().catch((err) => {
+  console.error("[quibot-mcp] Failed to start:", err);
+  process.exit(1);
+});
--- a/mcp/tsconfig.json
+++ b/mcp/tsconfig.json
@@ -0,0 +1,18 @@
+{
+  "compilerOptions": {
+    "target": "ES2022",
+    "module": "Node16",
+    "moduleResolution": "Node16",
+    "outDir": "./dist",
+    "rootDir": "./src",
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "resolveJsonModule": true,
+    "declaration": true,
+    "sourceMap": false
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules", "dist"]
+}
--- a/package-lock.json
+++ b/package-lock.json
@@ -5,6 +5,7 @@
  "packages": {
    "": {
      "dependencies": {
+        "formdata-node": "^6.0.3",
        "vue-i18n": "^11.4.5"
      }
    },
@@ -268,6 +269,15 @@
      "license": "MIT",
      "peer": true
    },
+    "node_modules/formdata-node": {
+      "version": "6.0.3",
+      "resolved": "https://registry.npmjs.org/formdata-node/-/formdata-node-6.0.3.tgz",
+      "integrity": "sha512-8e1++BCiTzUno9v5IZ2J6bv4RU+3UKDmqWUQD0MIMVCd9AdhWkO1gw57oo1mNEX1dMq2EGI+FbWz4B92pscSQg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 18"
+      }
+    },
    "node_modules/magic-string": {
      "version": "0.30.21",
      "resolved": "https://registry.npmjs.org/magic-string/-/magic-string-0.30.21.tgz",
--- a/package.json
+++ b/package.json
@@ -1,5 +1,6 @@
 {
  "dependencies": {
+    "formdata-node": "^6.0.3",
    "vue-i18n": "^11.4.5"
  }
 }