diff --git a/.env.example b/.env.example
index a24f6592..abdd1be4 100644
--- a/.env.example
+++ b/.env.example
@@ -47,7 +47,9 @@ SLACK_SIGNING_SECRET=your-slack-signing-secret
 SLACK_WEBHOOK_ERROR=https://hooks.slack.com/services/YOUR/WEBHOOK/URL
 SLACK_WEBHOOK_EVENT=https://hooks.slack.com/services/YOUR/WEBHOOK/URL
 
-# Gemini AI Configuration
-GEMINI_PROJECT_ID=your-gcp-project-id
-GEMINI_LOCATION=us-central1
-GEMINI_MODEL=gemini-1.5-flash
+# Gemini AI Configuration (REST API with API Key)
+GEMINI_API_KEY=your-gemini-api-key
+GEMINI_MODEL=gemini-2.0-flash
+
+# MCP Bridge Configuration
+MCP_BRIDGE_URL=http://localhost:3100
diff --git a/.gitignore b/.gitignore
index 88efa1e5..e6cc1750 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 HELP.md
+.mcp.json
 .gradle
 build/
 !gradle/wrapper/gradle-wrapper.jar
@@ -44,3 +45,7 @@ logs
 
 .env*
 !.env.example
+
+### MCP Bridge ###
+mcp-bridge/node_modules/
+mcp-bridge/.env
diff --git a/.mcp.json b/.mcp.json
new file mode 100644
index 00000000..afee27e8
--- /dev/null
+++ b/.mcp.json
@@ -0,0 +1,15 @@
+{
+  "mcpServers": {
+    "mysql": {
+      "command": "npx",
+      "args": ["@ahngbeom/mysql-mcp-server"],
+      "env": {
+        "MYSQL_HOST": "localhost",
+        "MYSQL_PORT": "3306",
+        "MYSQL_USER": "your_user",
+        "MYSQL_PASS": "your_password",
+        "MYSQL_DB": "your_database"
+      }
+    }
+  }
+}
diff --git a/build.gradle b/build.gradle
index e2926cfe..86f4e39b 100644
--- a/build.gradle
+++ b/build.gradle
@@ -70,8 +70,7 @@ dependencies {
     // notification
     implementation 'com.google.firebase:firebase-admin:9.2.0'
 
-    // Gemini AI
-    implementation 'com.google.cloud:google-cloud-vertexai:1.15.0'
+    // Gemini AI - using REST API directly (no SDK dependency)
 
     // test
     testImplementation 'org.springframework.boot:spring-boot-starter-test'
diff --git a/mcp-bridge/.env.example b/mcp-bridge/.env.example
new file mode 100644
index 00000000..7dee12b1
--- /dev/null
+++ b/mcp-bridge/.env.example
@@ -0,0 +1,9 @@
+# MCP Bridge Server Configuration
+MCP_BRIDGE_PORT=3100
+
+# MySQL Connection (Read-Only Account Recommended)
+MYSQL_HOST=localhost
+MYSQL_PORT=3306
+MYSQL_USER=konect_readonly
+MYSQL_PASS=your_password_here
+MYSQL_DB=konect
diff --git a/mcp-bridge/index.js b/mcp-bridge/index.js
new file mode 100644
index 00000000..148796f0
--- /dev/null
+++ b/mcp-bridge/index.js
@@ -0,0 +1,292 @@
+const express = require('express');
+const { spawn } = require('child_process');
+const path = require('path');
+
+const app = express();
+app.use(express.json());
+
+const PORT = process.env.MCP_BRIDGE_PORT || 3100;
+const HOST = process.env.MCP_BRIDGE_HOST || '127.0.0.1';
+
+let mcpProcess = null;
+let requestId = 0;
+const pendingRequests = new Map();
+let buffer = '';
+
+// Restart backoff strategy
+let restartAttempts = 0;
+const MAX_RESTART_ATTEMPTS = 5;
+const BASE_RESTART_DELAY = 1000;
+
+// Forbidden SQL keywords for read-only validation
+const FORBIDDEN_PATTERNS = [
+    /\bINSERT\b/i,
+    /\bUPDATE\b/i,
+    /\bDELETE\b/i,
+    /\bDROP\b/i,
+    /\bCREATE\b/i,
+    /\bALTER\b/i,
+    /\bTRUNCATE\b/i,
+    /\bGRANT\b/i,
+    /\bREVOKE\b/i,
+    /\bEXEC\b/i,
+    /\bEXECUTE\b/i,
+    /\bINTO\s+OUTFILE\b/i,
+    /\bINTO\s+DUMPFILE\b/i,
+    /;\s*\w/i  // Multiple statements
+];
+
+// Valid table name pattern
+const VALID_TABLE_NAME = /^[a-zA-Z_][a-zA-Z0-9_]*$/;
+
+/**
+ * Start MCP server process with backoff
+ */
+function startMcpServer() {
+    if (restartAttempts >= MAX_RESTART_ATTEMPTS) {
+        console.error(`Max restart attempts (${MAX_RESTART_ATTEMPTS}) reached. Giving up.`);
+        return;
+    }
+
+    const mcpServerPath = path.join(__dirname, 'node_modules', '@ahngbeom', 'mysql-mcp-server', 'dist', 'index.js');
+
+    mcpProcess = spawn('node', [mcpServerPath], {
+        env: {
+            ...process.env,
+            MYSQL_HOST: process.env.MYSQL_HOST || 'localhost',
+            MYSQL_PORT: process.env.MYSQL_PORT || '3306',
+            MYSQL_USER: process.env.MYSQL_USER,
+            MYSQL_PASS: process.env.MYSQL_PASS,
+            MYSQL_DB: process.env.MYSQL_DB
+        },
+        stdio: ['pipe', 'pipe', 'pipe']
+    });
+
+    mcpProcess.stdout.on('data', (data) => {
+        buffer += data.toString();
+
+        // Process complete JSON-RPC messages (newline delimited)
+        const lines = buffer.split('\n');
+        buffer = lines.pop() || '';
+
+        for (const line of lines) {
+            if (!line.trim()) continue;
+
+            try {
+                const response = JSON.parse(line);
+                const pending = pendingRequests.get(response.id);
+                if (pending) {
+                    if (response.error) {
+                        pending.reject(new Error(response.error.message || 'MCP error'));
+                    } else {
+                        pending.resolve(response.result);
+                    }
+                    pendingRequests.delete(response.id);
+                }
+            } catch (e) {
+                console.error('Failed to parse MCP response:', e.message);
+            }
+        }
+    });
+
+    mcpProcess.stderr.on('data', (data) => {
+        console.error('MCP stderr:', data.toString());
+    });
+
+    mcpProcess.on('exit', (code) => {
+        console.log(`MCP process exited with code ${code}`);
+        // Reject all pending requests
+        for (const [id, pending] of pendingRequests) {
+            pending.reject(new Error('MCP process exited'));
+            pendingRequests.delete(id);
+        }
+
+        // Exponential backoff restart
+        restartAttempts++;
+        const delay = BASE_RESTART_DELAY * Math.pow(2, restartAttempts - 1);
+        console.log(`Attempting restart ${restartAttempts}/${MAX_RESTART_ATTEMPTS} in ${delay}ms...`);
+        setTimeout(startMcpServer, delay);
+    });
+
+    console.log('MCP server process started');
+    restartAttempts = 0; // Reset on successful start
+
+    // Initialize MCP connection
+    sendRequest('initialize', {
+        protocolVersion: '2024-11-05',
+        capabilities: {},
+        clientInfo: { name: 'konect-mcp-bridge', version: '1.0.0' }
+    }).then(() => {
+        console.log('MCP connection initialized');
+        return sendRequest('notifications/initialized', {});
+    }).catch(err => {
+        console.error('MCP initialization failed:', err.message);
+    });
+}
+
+/**
+ * Send JSON-RPC request to MCP server
+ */
+function sendRequest(method, params) {
+    return new Promise((resolve, reject) => {
+        if (!mcpProcess || mcpProcess.killed) {
+            reject(new Error('MCP process not running'));
+            return;
+        }
+
+        const id = ++requestId;
+        const timeout = setTimeout(() => {
+            pendingRequests.delete(id);
+            reject(new Error('Request timeout'));
+        }, 30000);
+
+        pendingRequests.set(id, {
+            resolve: (result) => {
+                clearTimeout(timeout);
+                resolve(result);
+            },
+            reject: (err) => {
+                clearTimeout(timeout);
+                reject(err);
+            }
+        });
+
+        const request = JSON.stringify({
+            jsonrpc: '2.0',
+            id,
+            method,
+            params
+        });
+
+        mcpProcess.stdin.write(request + '\n');
+    });
+}
+
+/**
+ * Validate SQL is read-only
+ */
+function validateReadOnlySql(sql) {
+    if (!sql || typeof sql !== 'string') {
+        return { valid: false, error: 'SQL is required' };
+    }
+
+    const trimmedSql = sql.trim();
+    if (!trimmedSql.toUpperCase().startsWith('SELECT')) {
+        return { valid: false, error: 'Only SELECT queries are allowed' };
+    }
+
+    for (const pattern of FORBIDDEN_PATTERNS) {
+        if (pattern.test(trimmedSql)) {
+            return { valid: false, error: 'Query contains forbidden pattern' };
+        }
+    }
+
+    return { valid: true };
+}
+
+/**
+ * Validate table name
+ */
+function validateTableName(tableName) {
+    if (!tableName || typeof tableName !== 'string') {
+        return false;
+    }
+    return VALID_TABLE_NAME.test(tableName);
+}
+
+// Health check endpoint
+app.get('/health', (req, res) => {
+    const isHealthy = mcpProcess && !mcpProcess.killed;
+    res.status(isHealthy ? 200 : 503).json({
+        status: isHealthy ? 'healthy' : 'unhealthy',
+        mcpRunning: isHealthy
+    });
+});
+
+// Convenience endpoint for SQL queries
+app.post('/query', async (req, res) => {
+    const { sql } = req.body;
+
+    const validation = validateReadOnlySql(sql);
+    if (!validation.valid) {
+        return res.status(400).json({
+            error: validation.error,
+            code: 'READ_ONLY_VIOLATION'
+        });
+    }
+
+    try {
+        const result = await sendRequest('tools/call', {
+            name: 'query',
+            arguments: { sql }
+        });
+        res.json(result);
+    } catch (err) {
+        console.error('Query execution failed:', err.message);
+        res.status(500).json({ error: err.message });
+    }
+});
+
+// List tables endpoint
+app.get('/tables', async (req, res) => {
+    try {
+        const result = await sendRequest('tools/call', {
+            name: 'list_tables',
+            arguments: {}
+        });
+        res.json(result);
+    } catch (err) {
+        console.error('Failed to list tables:', err.message);
+        res.status(500).json({ error: err.message });
+    }
+});
+
+// Describe table endpoint
+app.get('/tables/:tableName', async (req, res) => {
+    const { tableName } = req.params;
+
+    if (!validateTableName(tableName)) {
+        return res.status(400).json({
+            error: 'Invalid table name',
+            code: 'INVALID_TABLE_NAME'
+        });
+    }
+
+    try {
+        const result = await sendRequest('tools/call', {
+            name: 'describe_table',
+            arguments: { table: tableName }
+        });
+        res.json(result);
+    } catch (err) {
+        console.error(`Failed to describe table ${tableName}:`, err.message);
+        res.status(500).json({ error: err.message });
+    }
+});
+
+// Start server
+startMcpServer();
+
+app.listen(PORT, HOST, () => {
+    console.log(`MCP Bridge server running on ${HOST}:${PORT}`);
+});
+
+// Graceful shutdown
+function gracefulShutdown(signal) {
+    console.log(`Received ${signal}, shutting down...`);
+
+    // Reject all pending requests
+    for (const [id, pending] of pendingRequests) {
+        pending.reject(new Error('Server shutting down'));
+        pendingRequests.delete(id);
+    }
+
+    if (mcpProcess) {
+        mcpProcess.kill();
+    }
+
+    process.exit(0);
+}
+
+process.on('SIGTERM', () => gracefulShutdown('SIGTERM'));
+process.on('SIGINT', () => gracefulShutdown('SIGINT'));
diff --git a/mcp-bridge/package-lock.json b/mcp-bridge/package-lock.json
new file mode 100644
index 00000000..a52cc053
--- /dev/null
+++ b/mcp-bridge/package-lock.json
@@ -0,0 +1,1683 @@
+{
+  "name": "konect-mcp-bridge",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "konect-mcp-bridge",
+      "version": "1.0.0",
+      "dependencies": {
+        "@ahngbeom/mysql-mcp-server": "*",
+        "express": "^4.21.0"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
+    "node_modules/@ahngbeom/mysql-mcp-server": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/@ahngbeom/mysql-mcp-server/-/mysql-mcp-server-1.0.1.tgz",
+      "integrity": "sha512-S4lMmqOzwdBGPMbvsEo0XKzrNSK1tObcj3n338VG4R0o8noFDGEEITA4QBiP7g7xgCqAsu/7V0k/a7Y6hXGeww==",
+      "license": "MIT",
+      "dependencies": {
+        "@modelcontextprotocol/sdk": "^1.0.0",
+        "mysql2": "^3.11.0"
+      },
+      "bin": {
+        "mysql-mcp-server": "dist/index.js"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
+    "node_modules/@hono/node-server": {
+      "version": "1.19.11",
+      "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-1.19.11.tgz",
+      "integrity": "sha512-dr8/3zEaB+p0D2n/IUrlPF1HZm586qgJNXK1a9fhg/PzdtkK7Ksd5l312tJX2yBuALqDYBlG20QEbayqPyxn+g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.14.1"
+      },
+      "peerDependencies": {
+        "hono": "^4"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk": {
+      "version": "1.27.1",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.27.1.tgz",
+      "integrity": "sha512-sr6GbP+4edBwFndLbM60gf07z0FQ79gaExpnsjMGePXqFcSSb7t6iscpjk9DhFhwd+mTEQrzNafGP8/iGGFYaA==",
+      "license": "MIT",
+      "dependencies": {
+        "@hono/node-server": "^1.19.9",
+        "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",
+        "zod": "^3.25 || ^4.0"
+      },
+      "peerDependenciesMeta": {
+        "@cfworker/json-schema": {
+          "optional": true
+        },
+        "zod": {
+          "optional": false
+        }
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/accepts": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/accepts/-/accepts-2.0.0.tgz",
+      "integrity": "sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==",
+      "license": "MIT",
+      "dependencies": {
+        "mime-types": "^3.0.0",
+        "negotiator": "^1.0.0"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/body-parser": {
+      "version": "2.2.2",
+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.2.2.tgz",
+      "integrity": "sha512-oP5VkATKlNwcgvxi0vM0p/D3n2C3EReYVX+DNYs5TjZFn/oQt2j+4sVJtSMr18pdRr8wjTcBl6LoV+FUwzPmNA==",
+      "license": "MIT",
+      "dependencies": {
+        "bytes": "^3.1.2",
+        "content-type": "^1.0.5",
+        "debug": "^4.4.3",
+        "http-errors": "^2.0.0",
+        "iconv-lite": "^0.7.0",
+        "on-finished": "^2.4.1",
+        "qs": "^6.14.1",
+        "raw-body": "^3.0.1",
+        "type-is": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/content-disposition": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.0.1.tgz",
+      "integrity": "sha512-oIXISMynqSqm241k6kcQ5UwttDILMK4BiurCfGEREw6+X9jkkpEe5T9FZaApyLGGOnFuyMWZpdolTXMtvEJ08Q==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/cookie-signature": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.2.2.tgz",
+      "integrity": "sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.6.0"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/debug": {
+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/debug/-/debug-4.4.3.tgz",
+      "integrity": "sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA==",
+      "license": "MIT",
+      "dependencies": {
+        "ms": "^2.1.3"
+      },
+      "engines": {
+        "node": ">=6.0"
+      },
+      "peerDependenciesMeta": {
+        "supports-color": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/express": {
+      "version": "5.2.1",
+      "resolved": "https://registry.npmjs.org/express/-/express-5.2.1.tgz",
+      "integrity": "sha512-hIS4idWWai69NezIdRt2xFVofaF4j+6INOpJlVOLDO8zXGpUVEVzIYk12UUi2JzjEzWL3IOAxcTubgz9Po0yXw==",
+      "license": "MIT",
+      "dependencies": {
+        "accepts": "^2.0.0",
+        "body-parser": "^2.2.1",
+        "content-disposition": "^1.0.0",
+        "content-type": "^1.0.5",
+        "cookie": "^0.7.1",
+        "cookie-signature": "^1.2.1",
+        "debug": "^4.4.0",
+        "depd": "^2.0.0",
+        "encodeurl": "^2.0.0",
+        "escape-html": "^1.0.3",
+        "etag": "^1.8.1",
+        "finalhandler": "^2.1.0",
+        "fresh": "^2.0.0",
+        "http-errors": "^2.0.0",
+        "merge-descriptors": "^2.0.0",
+        "mime-types": "^3.0.0",
+        "on-finished": "^2.4.1",
+        "once": "^1.4.0",
+        "parseurl": "^1.3.3",
+        "proxy-addr": "^2.0.7",
+        "qs": "^6.14.0",
+        "range-parser": "^1.2.1",
+        "router": "^2.2.0",
+        "send": "^1.1.0",
+        "serve-static": "^2.2.0",
+        "statuses": "^2.0.1",
+        "type-is": "^2.0.1",
+        "vary": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/finalhandler": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/finalhandler/-/finalhandler-2.1.1.tgz",
+      "integrity": "sha512-S8KoZgRZN+a5rNwqTxlZZePjT/4cnm0ROV70LedRHZ0p8u9fRID0hJUZQpkKLzro8LfmC8sx23bY6tVNxv8pQA==",
+      "license": "MIT",
+      "dependencies": {
+        "debug": "^4.4.0",
+        "encodeurl": "^2.0.0",
+        "escape-html": "^1.0.3",
+        "on-finished": "^2.4.1",
+        "parseurl": "^1.3.3",
+        "statuses": "^2.0.1"
+      },
+      "engines": {
+        "node": ">= 18.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/fresh": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/fresh/-/fresh-2.0.0.tgz",
+      "integrity": "sha512-Rx/WycZ60HOaqLKAi6cHRKKI7zxWbJ31MhntmtwMoaTeF7XFH9hhBp8vITaMidfljRQ6eYWCKkaTK+ykVJHP2A==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/@modelcontextprotocol/sdk/node_modules/iconv-lite": {
+      "version": "0.7.2",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.7.2.tgz",
+      "integrity": "sha512-im9DjEDQ55s9fL4EYzOAv0yMqmMBSZp6G0VvFyTMPKWxiSBHUj9NW/qqLmXUwXrrM7AvqSlTCfvqRb0cM8yYqw==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
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+    "node_modules/statuses": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/statuses/-/statuses-2.0.2.tgz",
+      "integrity": "sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/toidentifier": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz",
+      "integrity": "sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=0.6"
+      }
+    },
+    "node_modules/type-is": {
+      "version": "1.6.18",
+      "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
+      "integrity": "sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==",
+      "license": "MIT",
+      "dependencies": {
+        "media-typer": "0.3.0",
+        "mime-types": "~2.1.24"
+      },
+      "engines": {
+        "node": ">= 0.6"
+      }
+    },
+    "node_modules/undici-types": {
+      "version": "7.18.2",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.18.2.tgz",
+      "integrity": "sha512-AsuCzffGHJybSaRrmr5eHr81mwJU3kjw6M+uprWvCXiNeN9SOGwQ3Jn8jb8m3Z6izVgknn1R0FTCEAP2QrLY/w==",
+      "license": "MIT"
+    },
+    "node_modules/unpipe": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
+      "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/utils-merge": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
+      "integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4.0"
+      }
+    },
+    "node_modules/vary": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
+      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
+    "node_modules/which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "license": "ISC",
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "license": "ISC"
+    },
+    "node_modules/zod": {
+      "version": "4.3.6",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
+      "license": "MIT",
+      "peer": true,
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.25.1",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.1.tgz",
+      "integrity": "sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==",
+      "license": "ISC",
+      "peerDependencies": {
+        "zod": "^3.25 || ^4"
+      }
+    }
+  }
+}
diff --git a/mcp-bridge/package.json b/mcp-bridge/package.json
new file mode 100644
index 00000000..0a4b1162
--- /dev/null
+++ b/mcp-bridge/package.json
@@ -0,0 +1,17 @@
+{
+  "name": "konect-mcp-bridge",
+  "version": "1.0.0",
+  "description": "HTTP bridge for MCP MySQL server (stdio → HTTP)",
+  "main": "index.js",
+  "scripts": {
+    "start": "node index.js",
+    "dev": "node index.js"
+  },
+  "dependencies": {
+    "express": "^4.21.0",
+    "@ahngbeom/mysql-mcp-server": "^1.0.0"
+  },
+  "engines": {
+    "node": ">=18.0.0"
+  }
+}
diff --git a/src/main/java/gg/agit/konect/infrastructure/gemini/client/GeminiClient.java b/src/main/java/gg/agit/konect/infrastructure/gemini/client/GeminiClient.java
index 1d086ebc..834714ca 100644
--- a/src/main/java/gg/agit/konect/infrastructure/gemini/client/GeminiClient.java
+++ b/src/main/java/gg/agit/konect/infrastructure/gemini/client/GeminiClient.java
@@ -1,125 +1,281 @@
 package gg.agit.konect.infrastructure.gemini.client;
 
-import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
 
+import org.springframework.http.MediaType;
 import org.springframework.stereotype.Component;
+import org.springframework.web.client.RestClient;
+import org.springframework.web.client.RestClientException;
 
-import com.google.cloud.vertexai.VertexAI;
-import com.google.cloud.vertexai.api.GenerateContentResponse;
-import com.google.cloud.vertexai.generativeai.GenerativeModel;
-import com.google.cloud.vertexai.generativeai.ResponseHandler;
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
 
 import gg.agit.konect.infrastructure.gemini.config.GeminiProperties;
-import jakarta.annotation.PostConstruct;
-import jakarta.annotation.PreDestroy;
+import gg.agit.konect.infrastructure.mcp.client.McpClient;
 import lombok.extern.slf4j.Slf4j;
 
 @Slf4j
 @Component
 public class GeminiClient {
 
-    private static final String INTENT_ANALYSIS_PROMPT = """
+    private static final String API_URL_TEMPLATE =
+        "https://generativelanguage.googleapis.com/v1beta/models/%s:generateContent";
+
+    private static final String API_KEY_HEADER = "x-goog-api-key";
+
+    private static final double GENERATION_TEMPERATURE = 0.7;
+    private static final int MAX_OUTPUT_TOKENS = 1024;
+
+    private static final String SYSTEM_PROMPT = """
         당신은 KONECT 서비스의 데이터 분석 AI입니다.
-        사용자의 질문을 분석하여 다음 중 하나의 쿼리 타입만 반환하세요.
-        반드시 아래 목록 중 하나의 값만 반환하고, 다른 텍스트는 포함하지 마세요.
-
-        가능한 쿼리 타입:
-        - USER_COUNT: 가입된 사용자 수, 회원 수, 유저 수 관련 질문
-        - CLUB_COUNT: 전체 동아리 수, 동아리 개수 관련 질문
-        - CLUB_RECRUITING_COUNT: 현재 모집 중인 동아리 수, 모집 현황 관련 질문
-        - CLUB_MEMBER_TOTAL_COUNT: 전체 동아리원 수, 동아리 멤버 총 인원 관련 질문
-        - UNKNOWN: 위 항목에 해당하지 않는 질문
-
-        예시:
-        - "가입된 사용자 수 알려줘" -> USER_COUNT
-        - "현재 모집 중인 동아리 몇개야?" -> CLUB_RECRUITING_COUNT
-        - "전체 동아리 수는?" -> CLUB_COUNT
-        - "동아리원이 총 몇명이야?" -> CLUB_MEMBER_TOTAL_COUNT
-        - "오늘 날씨 어때?" -> UNKNOWN
-        - "특정 사용자 이메일 알려줘" -> UNKNOWN
-
-        사용자 질문: %s
-
-        쿼리 타입:
-        """;
+        사용자 질문에 답하기 위해 query 도구를 사용하여 MySQL 데이터베이스를 조회하세요.
+        SELECT 문만 사용 가능합니다.
 
-    private static final String RESPONSE_GENERATION_PROMPT = """
-        당신은 KONECT 서비스의 친절한 AI 어시스턴트입니다.
-        아래 정보를 바탕으로 사용자에게 자연스럽고 친절한 한국어로 응답해주세요.
-        이모지를 적절히 사용하여 친근하게 답변해주세요.
-        응답은 간결하게 2-3문장으로 작성해주세요.
+        주요 테이블:
+        - users: 사용자 정보 (deleted_at IS NULL = 활성 사용자)
+        - club: 동아리 정보
+        - club_member: 동아리 멤버 정보
+        - club_recruitment: 모집 공고 (is_always_recruiting=true 또는 start_at <= NOW() AND end_at >= NOW() = 모집 중)
 
-        사용자 질문: %s
-        조회된 데이터: %s
+        질문에 적절한 SQL을 작성하고 query 도구를 호출하세요.
+        결과를 받으면 사용자에게 친절하고 자연스러운 한국어로 응답하세요.
+        이모지를 적절히 사용하여 친근하게 답변하세요.
+        응답은 간결하게 2-3문장으로 작성하세요.
 
-        응답:
+        지원하지 않는 질문(데이터베이스와 무관한 질문)에는 정중히 거절하고,
+        어떤 질문이 가능한지 안내하세요.
         """;
 
+    private static final Map<String, Object> QUERY_TOOL = Map.of(
+        "name", "query",
+        "description", "MySQL 데이터베이스에 SELECT 쿼리를 실행합니다. 반드시 SELECT 문만 사용하세요.",
+        "parameters", Map.of(
+            "type", "object",
+            "properties", Map.of(
+                "sql", Map.of(
+                    "type", "string",
+                    "description", "실행할 SELECT SQL 쿼리"
+                )
+            ),
+            "required", List.of("sql")
+        )
+    );
+
+    private final RestClient restClient;
     private final GeminiProperties geminiProperties;
-    private VertexAI vertexAI;
-    private GenerativeModel generativeModel;
+    private final McpClient mcpClient;
+    private final ObjectMapper objectMapper;
 
-    public GeminiClient(GeminiProperties geminiProperties) {
+    public GeminiClient(RestClient.Builder restClientBuilder,
+                        GeminiProperties geminiProperties,
+                        McpClient mcpClient,
+                        ObjectMapper objectMapper) {
+        this.restClient = restClientBuilder.build();
         this.geminiProperties = geminiProperties;
+        this.mcpClient = mcpClient;
+        this.objectMapper = objectMapper;
     }
 
-    @PostConstruct
-    public void init() {
+    /**
+     * Process user query with function calling support.
+     *
+     * @param userMessage User's question
+     * @return AI response
+     */
+    public String chat(String userMessage) {
         try {
-            this.vertexAI = new VertexAI(
-                geminiProperties.projectId(),
-                geminiProperties.location()
-            );
-            this.generativeModel = new GenerativeModel(geminiProperties.model(), vertexAI);
-            log.info("GeminiClient 초기화 완료: project={}, location={}, model={}",
-                geminiProperties.projectId(),
-                geminiProperties.location(),
-                geminiProperties.model()
-            );
+            // 1. First call - may result in tool call
+            Map<String, Object> request = buildInitialRequest(userMessage);
+            String response = callGeminiApi(request);
+
+            JsonNode responseNode = objectMapper.readTree(response);
+
+            // 2. Check for function call
+            JsonNode functionCall = extractFunctionCall(responseNode);
+            if (functionCall != null) {
+                String toolName = functionCall.path("name").asText();
+                JsonNode args = functionCall.path("args");
+
+                if ("query".equals(toolName) && args.has("sql")) {
+                    String sql = args.get("sql").asText();
+                    log.debug("Executing SQL via MCP");
+
+                    // 3. Execute query via MCP
+                    String queryResult;
+                    try {
+                        queryResult = mcpClient.executeQuery(sql);
+                    } catch (McpClient.McpQueryException e) {
+                        queryResult = "쿼리 실행 오류: " + e.getMessage();
+                    }
+
+                    // 4. Send result back to Gemini
+                    return callWithToolResult(userMessage, toolName, sql, queryResult);
+                }
+            }
+
+            // No function call - return direct response
+            return extractTextResponse(responseNode);
+
         } catch (Exception e) {
-            log.warn("GeminiClient 초기화 실패 (테스트 환경이거나 인증 정보 없음): {}", e.getMessage());
+            log.error("Gemini API call failed", e);
+            return "죄송합니다. 요청을 처리하는 중 오류가 발생했습니다.";
         }
     }
 
-    @PreDestroy
-    public void destroy() {
-        if (vertexAI != null) {
-            try {
-                vertexAI.close();
-                log.info("GeminiClient 리소스 해제 완료");
-            } catch (Exception e) {
-                log.warn("GeminiClient 리소스 해제 중 오류", e);
-            }
+    private Map<String, Object> buildInitialRequest(String userMessage) {
+        Map<String, Object> request = new HashMap<>();
+
+        // System instruction
+        request.put("systemInstruction", Map.of(
+            "parts", List.of(Map.of("text", SYSTEM_PROMPT))
+        ));
+
+        // User message
+        request.put("contents", List.of(
+            Map.of("role", "user", "parts", List.of(Map.of("text", userMessage)))
+        ));
+
+        // Tools (function declarations)
+        request.put("tools", List.of(
+            Map.of("functionDeclarations", List.of(QUERY_TOOL))
+        ));
+
+        // Generation config
+        request.put("generationConfig", Map.of(
+            "temperature", GENERATION_TEMPERATURE,
+            "maxOutputTokens", MAX_OUTPUT_TOKENS
+        ));
+
+        return request;
+    }
+
+    private String callWithToolResult(String userMessage, String toolName, String sql, String result) {
+        try {
+            Map<String, Object> request = new HashMap<>();
+
+            // System instruction
+            request.put("systemInstruction", Map.of(
+                "parts", List.of(Map.of("text", SYSTEM_PROMPT))
+            ));
+
+            // Conversation history with tool call and result
+            List<Map<String, Object>> contents = new ArrayList<>();
+
+            // User message
+            contents.add(Map.of(
+                "role", "user",
+                "parts", List.of(Map.of("text", userMessage))
+            ));
+
+            // Model's function call
+            contents.add(Map.of(
+                "role", "model",
+                "parts", List.of(Map.of(
+                    "functionCall", Map.of(
+                        "name", toolName,
+                        "args", Map.of("sql", sql)
+                    )
+                ))
+            ));
+
+            // Function result
+            contents.add(Map.of(
+                "role", "user",
+                "parts", List.of(Map.of(
+                    "functionResponse", Map.of(
+                        "name", toolName,
+                        "response", Map.of("result", result)
+                    )
+                ))
+            ));
+
+            request.put("contents", contents);
+
+            // Tools still available for potential multi-turn
+            request.put("tools", List.of(
+                Map.of("functionDeclarations", List.of(QUERY_TOOL))
+            ));
+
+            request.put("generationConfig", Map.of(
+                "temperature", GENERATION_TEMPERATURE,
+                "maxOutputTokens", MAX_OUTPUT_TOKENS
+            ));
+
+            String response = callGeminiApi(request);
+            JsonNode responseNode = objectMapper.readTree(response);
+
+            return extractTextResponse(responseNode);
+
+        } catch (Exception e) {
+            log.error("Failed to process tool result", e);
+            return "쿼리 결과를 처리하는 중 오류가 발생했습니다.";
         }
     }
 
-    public String analyzeIntent(String userQuery) {
-        String prompt = String.format(INTENT_ANALYSIS_PROMPT, userQuery);
-        String result = callGemini(prompt);
-        if (result == null) {
-            return "UNKNOWN";
+    private String callGeminiApi(Map<String, Object> request) {
+        String url = String.format(API_URL_TEMPLATE, geminiProperties.model());
+
+        try {
+            String response = restClient.post()
+                .uri(url)
+                .header(API_KEY_HEADER, geminiProperties.apiKey())
+                .contentType(MediaType.APPLICATION_JSON)
+                .body(request)
+                .retrieve()
+                .body(String.class);
+
+            return response;
+
+        } catch (RestClientException e) {
+            log.error("Gemini API call failed");
+            throw new GeminiException("Gemini API call failed", e);
         }
-        return result.trim().toUpperCase();
     }
 
-    public String generateResponse(String userQuery, String data) {
-        String prompt = String.format(RESPONSE_GENERATION_PROMPT, userQuery, data);
-        String result = callGemini(prompt);
-        return result != null ? result : "응답을 생성할 수 없습니다.";
+    private JsonNode extractFunctionCall(JsonNode response) {
+        JsonNode candidates = response.path("candidates");
+        if (candidates.isArray() && !candidates.isEmpty()) {
+            JsonNode content = candidates.get(0).path("content");
+            JsonNode parts = content.path("parts");
+            if (parts.isArray()) {
+                // Iterate through all parts to find functionCall
+                for (JsonNode part : parts) {
+                    if (part.has("functionCall")) {
+                        return part.get("functionCall");
+                    }
+                }
+            }
+        }
+        return null;
     }
 
-    private String callGemini(String prompt) {
-        if (generativeModel == null) {
-            log.error("GenerativeModel이 초기화되지 않았습니다.");
-            return null;
+    private String extractTextResponse(JsonNode response) {
+        JsonNode candidates = response.path("candidates");
+        if (candidates.isArray() && !candidates.isEmpty()) {
+            JsonNode content = candidates.get(0).path("content");
+            JsonNode parts = content.path("parts");
+            if (parts.isArray()) {
+                // Combine all text parts
+                StringBuilder textBuilder = new StringBuilder();
+                for (JsonNode part : parts) {
+                    if (part.has("text")) {
+                        textBuilder.append(part.get("text").asText());
+                    }
+                }
+                if (!textBuilder.isEmpty()) {
+                    return textBuilder.toString();
+                }
+            }
         }
+        return "응답을 생성할 수 없습니다.";
+    }
 
-        try {
-            GenerateContentResponse response = generativeModel.generateContent(prompt);
-            return ResponseHandler.getText(response);
-        } catch (IOException e) {
-            log.error("Gemini API 호출 실패", e);
-            return null;
+    public static class GeminiException extends RuntimeException {
+        public GeminiException(String message, Throwable cause) {
+            super(message, cause);
         }
     }
 }
diff --git a/src/main/java/gg/agit/konect/infrastructure/gemini/config/GeminiProperties.java b/src/main/java/gg/agit/konect/infrastructure/gemini/config/GeminiProperties.java
index 3cc553f8..5ccd3e47 100644
--- a/src/main/java/gg/agit/konect/infrastructure/gemini/config/GeminiProperties.java
+++ b/src/main/java/gg/agit/konect/infrastructure/gemini/config/GeminiProperties.java
@@ -4,8 +4,7 @@
 
 @ConfigurationProperties(prefix = "gemini")
 public record GeminiProperties(
-    String projectId,
-    String location,
+    String apiKey,
     String model
 ) {
 
diff --git a/src/main/java/gg/agit/konect/infrastructure/mcp/client/McpClient.java b/src/main/java/gg/agit/konect/infrastructure/mcp/client/McpClient.java
new file mode 100644
index 00000000..5f0fe988
--- /dev/null
+++ b/src/main/java/gg/agit/konect/infrastructure/mcp/client/McpClient.java
@@ -0,0 +1,261 @@
+package gg.agit.konect.infrastructure.mcp.client;
+
+import java.util.List;
+import java.util.Locale;
+import java.util.Map;
+import java.util.regex.Pattern;
+
+import org.springframework.http.MediaType;
+import org.springframework.stereotype.Component;
+import org.springframework.web.client.RestClient;
+import org.springframework.web.client.RestClientException;
+import org.springframework.web.util.UriComponentsBuilder;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import gg.agit.konect.infrastructure.mcp.config.McpProperties;
+import lombok.extern.slf4j.Slf4j;
+
+@Slf4j
+@Component
+public class McpClient {
+
+    private static final List<Pattern> FORBIDDEN_PATTERNS = List.of(
+        Pattern.compile("\\bINSERT\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bUPDATE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bDELETE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bDROP\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bCREATE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bALTER\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bTRUNCATE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bGRANT\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bREVOKE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bEXEC\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bEXECUTE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bINTO\\s+OUTFILE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile("\\bINTO\\s+DUMPFILE\\b", Pattern.CASE_INSENSITIVE),
+        Pattern.compile(";\\s*\\w", Pattern.CASE_INSENSITIVE)  // Multiple statements
+    );
+
+    private static final Pattern VALID_TABLE_NAME = Pattern.compile("^[a-zA-Z_][a-zA-Z0-9_]*$");
+
+    private final RestClient restClient;
+    private final McpProperties mcpProperties;
+    private final ObjectMapper objectMapper;
+
+    public McpClient(RestClient.Builder restClientBuilder,
+                     McpProperties mcpProperties,
+                     ObjectMapper objectMapper) {
+        this.restClient = restClientBuilder.build();
+        this.mcpProperties = mcpProperties;
+        this.objectMapper = objectMapper;
+    }
+
+    /**
+     * Execute a SELECT query via MCP bridge server.
+     *
+     * @param sql SQL query (SELECT only)
+     * @return Query result as formatted string
+     * @throws McpQueryException if query fails or is not read-only
+     */
+    public String executeQuery(String sql) {
+        validateReadOnly(sql);
+
+        try {
+            String response = restClient.post()
+                .uri(mcpProperties.url() + "/query")
+                .contentType(MediaType.APPLICATION_JSON)
+                .body(Map.of("sql", sql))
+                .retrieve()
+                .body(String.class);
+
+            return formatQueryResult(response);
+        } catch (RestClientException e) {
+            log.error("MCP query execution failed");
+            throw new McpQueryException("Failed to execute query", e);
+        }
+    }
+
+    /**
+     * List all tables in the database.
+     *
+     * @return List of table names
+     */
+    public List<String> listTables() {
+        try {
+            String response = restClient.get()
+                .uri(mcpProperties.url() + "/tables")
+                .retrieve()
+                .body(String.class);
+
+            return parseTableList(response);
+        } catch (RestClientException e) {
+            log.error("Failed to list tables");
+            throw new McpQueryException("Failed to list tables", e);
+        }
+    }
+
+    /**
+     * Get schema information for a specific table.
+     *
+     * @param tableName Name of the table
+     * @return Table schema as formatted string
+     */
+    public String describeTable(String tableName) {
+        validateTableName(tableName);
+
+        try {
+            String uri = UriComponentsBuilder
+                .fromHttpUrl(mcpProperties.url())
+                .pathSegment("tables", tableName)
+                .build()
+                .toUriString();
+
+            String response = restClient.get()
+                .uri(uri)
+                .retrieve()
+                .body(String.class);
+
+            return formatTableDescription(response);
+        } catch (RestClientException e) {
+            log.error("Failed to describe table");
+            throw new McpQueryException("Failed to describe table", e);
+        }
+    }
+
+    /**
+     * Check if MCP bridge server is healthy.
+     *
+     * @return true if healthy
+     */
+    public boolean isHealthy() {
+        try {
+            String response = restClient.get()
+                .uri(mcpProperties.url() + "/health")
+                .retrieve()
+                .body(String.class);
+
+            JsonNode node = objectMapper.readTree(response);
+            return "healthy".equals(node.path("status").asText());
+        } catch (Exception e) {
+            log.warn("MCP health check failed");
+            return false;
+        }
+    }
+
+    private void validateReadOnly(String sql) {
+        if (sql == null || sql.isBlank()) {
+            throw new McpQueryException("SQL query cannot be empty");
+        }
+
+        String normalizedSql = sql.trim().toUpperCase(Locale.ROOT);
+
+        // Must start with SELECT
+        if (!normalizedSql.startsWith("SELECT")) {
+            throw new McpQueryException("Only SELECT queries are allowed");
+        }
+
+        // Check for forbidden patterns using word boundary regex
+        for (Pattern pattern : FORBIDDEN_PATTERNS) {
+            if (pattern.matcher(sql).find()) {
+                throw new McpQueryException("Query contains forbidden pattern");
+            }
+        }
+    }
+
+    private void validateTableName(String tableName) {
+        if (tableName == null || tableName.isBlank()) {
+            throw new McpQueryException("Table name cannot be empty");
+        }
+
+        if (!VALID_TABLE_NAME.matcher(tableName).matches()) {
+            throw new McpQueryException("Invalid table name");
+        }
+    }
+
+    private String formatQueryResult(String response) {
+        try {
+            JsonNode root = objectMapper.readTree(response);
+
+            // MCP tools/call response structure
+            JsonNode content = root.path("content");
+            if (content.isArray() && !content.isEmpty()) {
+                JsonNode firstContent = content.get(0);
+                if (firstContent.has("text")) {
+                    return firstContent.get("text").asText();
+                }
+            }
+
+            // Direct result
+            if (root.isArray()) {
+                return objectMapper.writerWithDefaultPrettyPrinter().writeValueAsString(root);
+            }
+
+            return response;
+        } catch (JsonProcessingException e) {
+            log.warn("Failed to format query result, returning raw response");
+            return response;
+        }
+    }
+
+    private List<String> parseTableList(String response) {
+        try {
+            JsonNode root = objectMapper.readTree(response);
+
+            // Handle MCP response format
+            JsonNode content = root.path("content");
+            if (content.isArray() && !content.isEmpty()) {
+                JsonNode firstContent = content.get(0);
+                if (firstContent.has("text")) {
+                    String text = firstContent.get("text").asText();
+                    // Parse text as table list (assuming comma or newline separated)
+                    return List.of(text.split("[,\\n]")).stream()
+                        .map(String::trim)
+                        .filter(s -> !s.isEmpty())
+                        .toList();
+                }
+            }
+
+            // Direct array response
+            if (root.isArray()) {
+                return objectMapper.convertValue(root, new TypeReference<List<String>>() { });
+            }
+
+            return List.of();
+        } catch (JsonProcessingException e) {
+            log.warn("Failed to parse table list");
+            return List.of();
+        }
+    }
+
+    private String formatTableDescription(String response) {
+        try {
+            JsonNode root = objectMapper.readTree(response);
+
+            JsonNode content = root.path("content");
+            if (content.isArray() && !content.isEmpty()) {
+                JsonNode firstContent = content.get(0);
+                if (firstContent.has("text")) {
+                    return firstContent.get("text").asText();
+                }
+            }
+
+            return objectMapper.writerWithDefaultPrettyPrinter().writeValueAsString(root);
+        } catch (JsonProcessingException e) {
+            return response;
+        }
+    }
+
+    public static class McpQueryException extends RuntimeException {
+        public McpQueryException(String message) {
+            super(message);
+        }
+
+        public McpQueryException(String message, Throwable cause) {
+            super(message, cause);
+        }
+    }
+}
diff --git a/src/main/java/gg/agit/konect/infrastructure/mcp/config/McpProperties.java b/src/main/java/gg/agit/konect/infrastructure/mcp/config/McpProperties.java
new file mode 100644
index 00000000..93106ecf
--- /dev/null
+++ b/src/main/java/gg/agit/konect/infrastructure/mcp/config/McpProperties.java
@@ -0,0 +1,13 @@
+package gg.agit.konect.infrastructure.mcp.config;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+import jakarta.validation.constraints.NotBlank;
+
+@ConfigurationProperties(prefix = "mcp")
+public record McpProperties(
+    @NotBlank
+    String url
+) {
+
+}
diff --git a/src/main/java/gg/agit/konect/infrastructure/slack/ai/SlackAIService.java b/src/main/java/gg/agit/konect/infrastructure/slack/ai/SlackAIService.java
index 9f997d3b..385fe354 100644
--- a/src/main/java/gg/agit/konect/infrastructure/slack/ai/SlackAIService.java
+++ b/src/main/java/gg/agit/konect/infrastructure/slack/ai/SlackAIService.java
@@ -19,10 +19,8 @@ public class SlackAIService {
 
     private static final Pattern AI_PREFIX_PATTERN = Pattern.compile("^[Aa][Ii]\\)\\s*(.+)$");
     private static final Pattern MENTION_PATTERN = Pattern.compile("^<@[^>]+>\\s*");
-    private static final String UNKNOWN = "UNKNOWN";
 
     private final GeminiClient geminiClient;
-    private final StatisticsQueryExecutor queryExecutor;
     private final SlackClient slackClient;
     private final SlackProperties slackProperties;
 
@@ -63,32 +61,14 @@ public void processAIQuery(String text) {
                 return;
             }
 
-            log.debug("AI 질문 처리 시작");
+            log.debug("AI 질문 처리 시작: {}", userQuery);
 
-            // 1. Gemini에게 의도 분석 요청
-            String queryType = geminiClient.analyzeIntent(userQuery);
-            log.debug("분석된 쿼리 타입: {}", queryType);
-
-            String response;
-
-            // 2. 지원하지 않는 질문인 경우
-            if (UNKNOWN.equals(queryType)) {
-                response = generateUnsupportedResponse(userQuery);
-            } else {
-                // 3. 안전한 통계 쿼리 실행
-                String data = queryExecutor.execute(queryType);
-
-                if (data == null) {
-                    response = generateUnsupportedResponse(userQuery);
-                } else {
-                    // 4. Gemini에게 자연어 응답 생성 요청
-                    response = geminiClient.generateResponse(userQuery, data);
-                }
-            }
+            // GeminiClient가 MCP를 통해 자동으로 SQL 결정 및 실행
+            String response = geminiClient.chat(userQuery);
 
             log.debug("AI 응답 생성 완료");
 
-            // 5. Slack에 응답 전송
+            // Slack에 응답 전송
             String slackMessage = formatSlackResponse(response);
             slackClient.sendMessage(slackMessage, slackProperties.webhooks().event());
 
@@ -99,14 +79,6 @@ public void processAIQuery(String text) {
         }
     }
 
-    private String generateUnsupportedResponse(String userQuery) {
-        return geminiClient.generateResponse(
-            userQuery,
-            "이 질문은 현재 지원하지 않는 유형입니다. "
-                + "사용자 수, 동아리 수, 모집 현황, 동아리원 수 등의 통계 질문을 해주세요."
-        );
-    }
-
     private String formatSlackResponse(String response) {
         return String.format(":robot_face: *AI 응답*\n%s", response);
     }
diff --git a/src/main/java/gg/agit/konect/infrastructure/slack/ai/StatisticsQueryExecutor.java b/src/main/java/gg/agit/konect/infrastructure/slack/ai/StatisticsQueryExecutor.java
deleted file mode 100644
index 941d5420..00000000
--- a/src/main/java/gg/agit/konect/infrastructure/slack/ai/StatisticsQueryExecutor.java
+++ /dev/null
@@ -1,53 +0,0 @@
-package gg.agit.konect.infrastructure.slack.ai;
-
-import org.springframework.stereotype.Component;
-
-import gg.agit.konect.domain.club.repository.ClubMemberRepository;
-import gg.agit.konect.domain.club.repository.ClubRecruitmentRepository;
-import gg.agit.konect.domain.club.repository.ClubRepository;
-import gg.agit.konect.domain.user.repository.UserRepository;
-import lombok.RequiredArgsConstructor;
-import lombok.extern.slf4j.Slf4j;
-
-@Slf4j
-@Component
-@RequiredArgsConstructor
-public class StatisticsQueryExecutor {
-
-    private final UserRepository userRepository;
-    private final ClubRepository clubRepository;
-    private final ClubRecruitmentRepository clubRecruitmentRepository;
-    private final ClubMemberRepository clubMemberRepository;
-
-    public String execute(String queryType) {
-        log.debug("통계 쿼리 실행: queryType={}", queryType);
-
-        return switch (queryType) {
-            case "USER_COUNT" -> executeUserCount();
-            case "CLUB_COUNT" -> executeClubCount();
-            case "CLUB_RECRUITING_COUNT" -> executeClubRecruitingCount();
-            case "CLUB_MEMBER_TOTAL_COUNT" -> executeClubMemberTotalCount();
-            default -> null;
-        };
-    }
-
-    private String executeUserCount() {
-        long count = userRepository.countActiveUsers();
-        return String.format("현재 가입된 활성 사용자 수: %d명", count);
-    }
-
-    private String executeClubCount() {
-        long count = clubRepository.countAll();
-        return String.format("전체 동아리 수: %d개", count);
-    }
-
-    private String executeClubRecruitingCount() {
-        long count = clubRecruitmentRepository.countCurrentlyRecruiting();
-        return String.format("현재 모집 중인 동아리 수: %d개", count);
-    }
-
-    private String executeClubMemberTotalCount() {
-        long count = clubMemberRepository.countAll();
-        return String.format("전체 동아리원 수: %d명", count);
-    }
-}
diff --git a/src/main/resources/application-infrastructure.yml b/src/main/resources/application-infrastructure.yml
index 310869bd..d2c4de53 100644
--- a/src/main/resources/application-infrastructure.yml
+++ b/src/main/resources/application-infrastructure.yml
@@ -14,6 +14,8 @@ slack:
   signing-secret: ${SLACK_SIGNING_SECRET}
 
 gemini:
-  project-id: ${GEMINI_PROJECT_ID}
-  location: ${GEMINI_LOCATION:us-central1}
-  model: ${GEMINI_MODEL:gemini-1.5-flash}
+  api-key: ${GEMINI_API_KEY}
+  model: ${GEMINI_MODEL:gemini-2.0-flash}
+
+mcp:
+  url: ${MCP_BRIDGE_URL:http://localhost:3100}
diff --git a/src/test/java/gg/agit/konect/support/TestGeminiConfig.java b/src/test/java/gg/agit/konect/support/TestGeminiConfig.java
index 474fb102..12d0cbcb 100644
--- a/src/test/java/gg/agit/konect/support/TestGeminiConfig.java
+++ b/src/test/java/gg/agit/konect/support/TestGeminiConfig.java
@@ -1,6 +1,5 @@
 package gg.agit.konect.support;
 
-import static org.mockito.ArgumentMatchers.any;
 import static org.mockito.ArgumentMatchers.anyString;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.when;
@@ -18,8 +17,7 @@ public class TestGeminiConfig {
     @Primary
     public GeminiClient geminiClient() {
         GeminiClient mockClient = mock(GeminiClient.class);
-        when(mockClient.analyzeIntent(anyString())).thenReturn("UNKNOWN");
-        when(mockClient.generateResponse(anyString(), any())).thenReturn("테스트 응답입니다.");
+        when(mockClient.chat(anyString())).thenReturn("테스트 응답입니다.");
         return mockClient;
     }
 }
diff --git a/src/test/java/gg/agit/konect/support/TestMcpConfig.java b/src/test/java/gg/agit/konect/support/TestMcpConfig.java
new file mode 100644
index 00000000..07b6fbee
--- /dev/null
+++ b/src/test/java/gg/agit/konect/support/TestMcpConfig.java
@@ -0,0 +1,28 @@
+package gg.agit.konect.support;
+
+import static org.mockito.ArgumentMatchers.anyString;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.when;
+
+import java.util.List;
+
+import org.springframework.boot.test.context.TestConfiguration;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Primary;
+
+import gg.agit.konect.infrastructure.mcp.client.McpClient;
+
+@TestConfiguration
+public class TestMcpConfig {
+
+    @Bean
+    @Primary
+    public McpClient mcpClient() {
+        McpClient mockClient = mock(McpClient.class);
+        when(mockClient.executeQuery(anyString())).thenReturn("테스트 쿼리 결과");
+        when(mockClient.listTables()).thenReturn(List.of("users", "club", "club_member"));
+        when(mockClient.describeTable(anyString())).thenReturn("테스트 테이블 스키마");
+        when(mockClient.isHealthy()).thenReturn(true);
+        return mockClient;
+    }
+}
diff --git a/src/test/resources/application-test.yml b/src/test/resources/application-test.yml
index 602aeddb..96be1cdf 100644
--- a/src/test/resources/application-test.yml
+++ b/src/test/resources/application-test.yml
@@ -123,9 +123,11 @@ slack:
   signing-secret: test-signing-secret
 
 gemini:
-  project-id: test-project
-  location: us-central1
-  model: gemini-1.5-flash
+  api-key: test-api-key
+  model: gemini-2.0-flash
+
+mcp:
+  url: http://localhost:3100
 
 logging:
   ignored-url-patterns: