diff --git a/.gitignore b/.gitignore
index 2b3b64d..3911121 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,4 @@ build/
 dist/
 *.log
 .env*
+.last-response.json
diff --git a/Dockerfile b/Dockerfile
index 0f21a6d..074a355 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -8,7 +8,7 @@ WORKDIR /usr/src/app
 COPY package*.json ./
 
 # Install dependencies
-RUN npm install --ignore-scripts
+RUN npm ci --ignore-scripts
 
 # Copy the rest of the project files
 COPY . .
diff --git a/README.md b/README.md
index 81531ec..c385801 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,5 @@
+[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/imlewc-metabase-server-badge.png)](https://mseep.ai/app/imlewc-metabase-server)
+
 # metabase-server MCP Server
 
 [![smithery badge](https://smithery.ai/badge/@imlewc/metabase-server)](https://smithery.ai/server/@imlewc/metabase-server)
@@ -27,15 +29,35 @@ This is a TypeScript-based MCP server that implements integration with Metabase
 
 ## Configuration
 
-Before running the server, you need to set the following environment variables:
+Before running the server, you need to set environment variables for authentication. The server supports two methods:
+
+1.  **API Key (Preferred):**
+    *   `METABASE_URL`: The URL of your Metabase instance (e.g., `https://your-metabase-instance.com`).
+    *   `METABASE_API_KEY`: Your Metabase API key.
+
+2.  **Username/Password (Fallback):**
+    *   `METABASE_URL`: The URL of your Metabase instance.
+    *   `METABASE_USERNAME`: Your Metabase username.
+    *   `METABASE_PASSWORD`: Your Metabase password.
 
+The server will first check for `METABASE_API_KEY`. If it's set, API key authentication will be used. If `METABASE_API_KEY` is not set, the server will fall back to using `METABASE_USERNAME` and `METABASE_PASSWORD`. You must provide credentials for at least one of these methods.
+
+**Example setup:**
+
+Using API Key:
+```bash
+# Required environment variables
+export METABASE_URL=https://your-metabase-instance.com
+export METABASE_API_KEY=your_metabase_api_key
+```
+
+Or, using Username/Password:
 ```bash
 # Required environment variables
 export METABASE_URL=https://your-metabase-instance.com
 export METABASE_USERNAME=your_username
 export METABASE_PASSWORD=your_password
 ```
-
 You can set these environment variables in your shell profile or use a `.env` file with a package like `dotenv`.
 
 ## Development
@@ -56,21 +78,26 @@ npm run watch
 ```
 
 ## Installation
+```bash
+# Oneliner, suitable for CI environment
+git clone https://github.com/imlewc/metabase-server.git && cd metabase-server && npm i && npm run build && npm link
+```
 
 To use with Claude Desktop, add the server config:
 
 On MacOS: `~/Library/Application Support/Claude/claude_desktop_config.json`
 On Windows: `%APPDATA%/Claude/claude_desktop_config.json`
 
+API Key authentication is preferred; username/password is used as a fallback if `METABASE_API_KEY` is not set.
+
 ```json
 {
   "mcpServers": {
     "metabase-server": {
-      "command": "/path/to/metabase-server/build/index.js",
+      "command": "metabase-server",
       "env": {
         "METABASE_URL": "https://your-metabase-instance.com",
-        "METABASE_USERNAME": "your_username",
-        "METABASE_PASSWORD": "your_password"
+        "METABASE_API_KEY": "your_metabase_api_key"
       }
     }
   }
@@ -104,6 +131,59 @@ To install metabase-server for Claude Desktop automatically via [Smithery](https
 npx -y @smithery/cli install @imlewc/metabase-server --client claude
 ```
 
+### Installing via Claude Code CLI
+
+To install metabase-server for Claude Code CLI:
+
+```bash
+claude mcp add metabase-server -s user \
+  -e METABASE_URL="https://your-metabase-instance.com" \
+  -e METABASE_USERNAME="your-email@example.com" \
+  -e METABASE_PASSWORD="your-password" \
+  -- npx -y @imlewc/metabase-server
+```
+
+Or using API Key (preferred):
+
+```bash
+claude mcp add metabase-server -s user \
+  -e METABASE_URL="https://your-metabase-instance.com" \
+  -e METABASE_API_KEY="your-api-key" \
+  -- npx -y @imlewc/metabase-server
+```
+
+Configuration will be written to `~/.claude.json`:
+
+```json
+{
+  "mcpServers": {
+    "metabase-server": {
+      "type": "stdio",
+      "command": "npx",
+      "args": ["-y", "@imlewc/metabase-server"],
+      "env": {
+        "METABASE_URL": "https://your-metabase-instance.com",
+        "METABASE_USERNAME": "your-email@example.com",
+        "METABASE_PASSWORD": "your-password"
+      }
+    }
+  }
+}
+```
+
+#### Troubleshooting
+
+If MCP server fails to connect, check the logs:
+
+```bash
+cat ~/.claude/debug/latest | grep -i metabase
+```
+
+Common issues:
+- Environment variables not configured (`"env": {}` is empty)
+- Invalid URL format (must include `https://`)
+- Incorrect credentials
+
 ### Debugging
 
 Since MCP servers communicate over stdio, debugging can be challenging. We recommend using the [MCP Inspector](https://github.com/modelcontextprotocol/inspector), which is available as a package script:
@@ -113,3 +193,40 @@ npm run inspector
 ```
 
 The Inspector will provide a URL to access debugging tools in your browser.
+
+## Testing
+
+After configuring the environment variables as described in the "Configuration" section, you can manually test the server's authentication. The MCP Inspector (`npm run inspector`) is a useful tool for sending requests to the server.
+
+### 1. Testing with API Key Authentication
+
+1.  Set the `METABASE_URL` and `METABASE_API_KEY` environment variables with your Metabase instance URL and a valid API key.
+2.  Ensure `METABASE_USERNAME` and `METABASE_PASSWORD` are unset or leave them, as the API key should take precedence.
+3.  Start the server: `npm run build && node build/index.js` (or use your chosen method for running the server, like via Claude Desktop config).
+4.  Check the server logs. You should see a message indicating that it's using API key authentication (e.g., "Using Metabase API Key for authentication.").
+5.  Using an MCP client or the MCP Inspector, try calling a tool, for example, `tools/call` with `{"name": "list_dashboards"}`.
+6.  Verify that the tool call is successful and you receive the expected data.
+
+### 2. Testing with Username/Password Authentication (Fallback)
+
+1.  Ensure the `METABASE_API_KEY` environment variable is unset.
+2.  Set `METABASE_URL`, `METABASE_USERNAME`, and `METABASE_PASSWORD` with valid credentials for your Metabase instance.
+3.  Start the server.
+4.  Check the server logs. You should see a message indicating that it's using username/password authentication (e.g., "Using Metabase username/password for authentication." followed by "Authenticating with Metabase using username/password...").
+5.  Using an MCP client or the MCP Inspector, try calling the `list_dashboards` tool.
+6.  Verify that the tool call is successful.
+
+### 3. Testing Authentication Failures
+
+*   **Invalid API Key:**
+    1.  Set `METABASE_URL` and an invalid `METABASE_API_KEY`. Ensure `METABASE_USERNAME` and `METABASE_PASSWORD` variables are unset.
+    2.  Start the server.
+    3.  Attempt to call a tool (e.g., `list_dashboards`). The tool call should fail, and the server logs might indicate an authentication error from Metabase (e.g., "Metabase API error: Invalid X-API-Key").
+*   **Invalid Username/Password:**
+    1.  Ensure `METABASE_API_KEY` is unset. Set `METABASE_URL` and invalid `METABASE_USERNAME`/`METABASE_PASSWORD`.
+    2.  Start the server.
+    3.  Attempt to call a tool. The tool call should fail due to failed session authentication. The server logs might show "Authentication failed" or "Failed to authenticate with Metabase".
+*   **Missing Credentials:**
+    1.  Unset `METABASE_API_KEY`, `METABASE_USERNAME`, and `METABASE_PASSWORD`. Set only `METABASE_URL`.
+    2.  Attempt to start the server.
+    3.  The server should fail to start and log an error message stating that authentication credentials (either API key or username/password) are required (e.g., "Either (METABASE_URL and METABASE_API_KEY) or (METABASE_URL, METABASE_USERNAME, and METABASE_PASSWORD) environment variables are required").
diff --git a/package-lock.json b/package-lock.json
index c7f9c2c..fe743e3 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,9 +8,9 @@
       "name": "@simon/metabase-server",
       "version": "0.1.0",
       "dependencies": {
-        "@modelcontextprotocol/sdk": "^0.6.1",
+        "@modelcontextprotocol/sdk": "^1.25.2",
         "abort-controller": "^3.0.0",
-        "axios": "^1.8.1"
+        "axios": "^1.14.0"
       },
       "bin": {
         "metabase-server": "build/index.js"
@@ -21,20 +21,61 @@
         "typescript": "^5.3.3"
       }
     },
+    "node_modules/@hono/node-server": {
+      "version": "1.19.14",
+      "resolved": "https://registry.npmjs.org/@hono/node-server/-/node-server-1.19.14.tgz",
+      "integrity": "sha512-GwtvgtXxnWsucXvbQXkRgqksiH2Qed37H9xHZocE5sA3N8O8O8/8FA3uclQXxXVzc9XBZuEOMK7+r02FmSpHtw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18.14.1"
+      },
+      "peerDependencies": {
+        "hono": "^4"
+      }
+    },
     "node_modules/@modelcontextprotocol/sdk": {
-      "version": "0.6.1",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/@modelcontextprotocol/sdk/-/sdk-0.6.1.tgz",
-      "integrity": "sha512-OkVXMix3EIbB5Z6yife2XTrSlOnVvCLR1Kg91I4pYFEsV9RbnoyQVScXCuVhGaZHOnTZgso8lMQN1Po2TadGKQ==",
+      "version": "1.29.0",
+      "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.29.0.tgz",
+      "integrity": "sha512-zo37mZA9hJWpULgkRpowewez1y6ML5GsXJPY8FI0tBBCd77HEvza4jDqRKOXgHNn867PVGCyTdzqpz0izu5ZjQ==",
       "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": "^3.23.8"
+        "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/@types/axios": {
       "version": "0.14.4",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/@types/axios/-/axios-0.14.4.tgz",
+      "resolved": "https://registry.npmjs.org/@types/axios/-/axios-0.14.4.tgz",
       "integrity": "sha512-9JgOaunvQdsQ/qW2OPmE5+hCeUB52lQSolecrFrthct55QekhmXEwT203s20RL+UHtCQc15y3VXpby9E7Kkh/g==",
       "deprecated": "This is a stub types definition. axios provides its own type definitions, so you do not need this installed.",
       "dev": true,
@@ -44,18 +85,18 @@
       }
     },
     "node_modules/@types/node": {
-      "version": "20.17.30",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/@types/node/-/node-20.17.30.tgz",
-      "integrity": "sha512-7zf4YyHA+jvBNfVrk2Gtvs6x7E8V+YDW05bNfG2XkWDJfYRXrTiP/DsB2zSYTaHX0bGIujTBQdMVAhb+j7mwpg==",
+      "version": "20.19.43",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.19.43.tgz",
+      "integrity": "sha512-6oYBAi5ikg4Pl+kGsoYtawUMBT2zZMCvPNF7pVLnHZfd1zf38DRiWn/gT01RYCdUqkv7Fhr+C9ot4/tb+2sVvA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "undici-types": "~6.19.2"
+        "undici-types": "~6.21.0"
       }
     },
     "node_modules/abort-controller": {
       "version": "3.0.0",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/abort-controller/-/abort-controller-3.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
       "integrity": "sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==",
       "license": "MIT",
       "dependencies": {
@@ -65,26 +106,122 @@
         "node": ">=6.5"
       }
     },
+    "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/agent-base": {
+      "version": "6.0.2",
+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-6.0.2.tgz",
+      "integrity": "sha512-RZNwNclF7+MS/8bDg70amg32dyeZGZxiDuQmZxKLAlQjr3jGyLx+4Kkk58UO7D2QdgFIQCovuSuZESne6RG6XQ==",
+      "license": "MIT",
+      "dependencies": {
+        "debug": "4"
+      },
+      "engines": {
+        "node": ">= 6.0.0"
+      }
+    },
+    "node_modules/ajv": {
+      "version": "8.20.0",
+      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.20.0.tgz",
+      "integrity": "sha512-Thbli+OlOj+iMPYFBVBfJ3OmCAnaSyNn4M1vz9T6Gka5Jt9ba/HIR56joy65tY6kx/FCF5VXNB819Y7/GUrBGA==",
+      "license": "MIT",
+      "dependencies": {
+        "fast-deep-equal": "^3.1.3",
+        "fast-uri": "^3.0.1",
+        "json-schema-traverse": "^1.0.0",
+        "require-from-string": "^2.0.2"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/epoberezkin"
+      }
+    },
+    "node_modules/ajv-formats": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-3.0.1.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependencies": {
+        "ajv": "^8.0.0"
+      },
+      "peerDependenciesMeta": {
+        "ajv": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/asynckit": {
       "version": "0.4.0",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/asynckit/-/asynckit-0.4.0.tgz",
+      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
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+      "version": "1.18.1",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.18.1.tgz",
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       "license": "MIT",
       "dependencies": {
-        "follow-redirects": "^1.15.6",
-        "form-data": "^4.0.0",
-        "proxy-from-env": "^1.1.0"
+        "follow-redirects": "^1.16.0",
+        "form-data": "^4.0.5",
+        "https-proxy-agent": "^5.0.1",
+        "proxy-from-env": "^2.1.0"
+      }
+    },
+    "node_modules/body-parser": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/body-parser/-/body-parser-2.3.0.tgz",
+      "integrity": "sha512-2cGmJupaNgg+QUwVLAucDuWuoMZ6EX9iHDRswZ5lsNYEmwPaRknMPCLZz07yTzVq/83p4o/wzbDZbBrTvGGTIw==",
+      "license": "MIT",
+      "dependencies": {
+        "bytes": "^3.1.2",
+        "content-type": "^2.0.0",
+        "debug": "^4.4.3",
+        "http-errors": "^2.0.1",
+        "iconv-lite": "^0.7.2",
+        "on-finished": "^2.4.1",
+        "qs": "^6.15.2",
+        "raw-body": "^3.0.2",
+        "type-is": "^2.1.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/body-parser/node_modules/content-type": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/content-type/-/content-type-2.0.0.tgz",
+      "integrity": "sha512-j/O/d7GcZCyNl7/hwZAb606rzqkyvaDctLmckbxLzHvFBzTJHuGEdodATcP3yIRoDrLHkIATJuvzbFlp/ki2cQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
       }
     },
     "node_modules/bytes": {
       "version": "3.1.2",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/bytes/-/bytes-3.1.2.tgz",
+      "resolved": "https://registry.npmjs.org/bytes/-/bytes-3.1.2.tgz",
       "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
       "license": "MIT",
       "engines": {
@@ -93,7 +230,7 @@
     },
     "node_modules/call-bind-apply-helpers": {
       "version": "1.0.2",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
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       "license": "MIT",
       "dependencies": {
@@ -104,9 +241,25 @@
         "node": ">= 0.4"
       }
     },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/combined-stream": {
       "version": "1.0.8",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/combined-stream/-/combined-stream-1.0.8.tgz",
+      "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz",
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       "license": "MIT",
       "dependencies": {
@@ -116,18 +269,97 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/content-disposition": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/content-disposition/-/content-disposition-1.1.0.tgz",
+      "integrity": "sha512-5jRCH9Z/+DRP7rkvY83B+yGIGX96OYdJmzngqnw2SBSxqCFPd0w2km3s5iawpGX8krnwSGmF0FW5Nhr0Hfai3g==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
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+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/side-channel": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.1.1.tgz",
+      "integrity": "sha512-6x6dK6zJdpTzF4sQeNYxwtvBzf6Eg4GtlesS94HOvTudUeyK2WXAaIfmDgsyslYrRBeFIlsi54AYsFGUuhmvrQ==",
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+      "dependencies": {
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+        "object-inspect": "^1.13.4",
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+        "object-inspect": "^1.13.4"
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+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
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+      "resolved": "https://registry.npmjs.org/side-channel-map/-/side-channel-map-1.0.1.tgz",
+      "integrity": "sha512-VCjCNfgMsby3tTdo02nbjtM/ewra6jPHmpThenkTYh8pG9ucZ/1P8So4u4FGBek/BjpOVsDCMoLA/iuBKIFXRA==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bound": "^1.0.2",
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.5",
+        "object-inspect": "^1.13.3"
+      },
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+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
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+    "node_modules/side-channel-weakmap": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/side-channel-weakmap/-/side-channel-weakmap-1.0.2.tgz",
+      "integrity": "sha512-WPS/HvHQTYnHisLo9McqBHOJk2FkHO/tlpvldyrnem4aeQp4hai3gythswg6p01oSoTl58rcpiFAjF2br2Ak2A==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bound": "^1.0.2",
+        "es-errors": "^1.3.0",
+        "get-intrinsic": "^1.2.5",
+        "object-inspect": "^1.13.3",
+        "side-channel-map": "^1.0.1"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/statuses": {
-      "version": "2.0.1",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/statuses/-/statuses-2.0.1.tgz",
-      "integrity": "sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==",
+      "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"
@@ -451,17 +1287,48 @@
     },
     "node_modules/toidentifier": {
       "version": "1.0.1",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/toidentifier/-/toidentifier-1.0.1.tgz",
+      "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": "2.1.0",
+      "resolved": "https://registry.npmjs.org/type-is/-/type-is-2.1.0.tgz",
+      "integrity": "sha512-faYHw0anBbc/kWF3zFTEnxSFOAGUX9GFbOBthvDdLsIlEoWOFOtS0zgCiQYwIskL9iGXZL3kAXD8OoZ4GmMATA==",
+      "license": "MIT",
+      "dependencies": {
+        "content-type": "^2.0.0",
+        "media-typer": "^1.1.0",
+        "mime-types": "^3.0.0"
+      },
+      "engines": {
+        "node": ">= 18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
+    "node_modules/type-is/node_modules/content-type": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/content-type/-/content-type-2.0.0.tgz",
+      "integrity": "sha512-j/O/d7GcZCyNl7/hwZAb606rzqkyvaDctLmckbxLzHvFBzTJHuGEdodATcP3yIRoDrLHkIATJuvzbFlp/ki2cQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
+      }
+    },
     "node_modules/typescript": {
-      "version": "5.8.3",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/typescript/-/typescript-5.8.3.tgz",
-      "integrity": "sha512-p1diW6TqL9L07nNxvRMM7hMMw4c5XOo/1ibL4aAIGmSAt9slTE1Xgw5KWuof2uTOvCg9BY7ZRi+GaF+7sfgPeQ==",
+      "version": "5.9.3",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz",
+      "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
       "dev": true,
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@@ -473,29 +1340,68 @@
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+      "version": "6.21.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
+      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/unpipe": {
       "version": "1.0.0",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/unpipe/-/unpipe-1.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
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       "license": "MIT",
       "engines": {
         "node": ">= 0.8"
       }
     },
+    "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": {
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+      "license": "ISC"
+    },
     "node_modules/zod": {
-      "version": "3.24.3",
-      "resolved": "https://simondata.jfrog.io/artifactory/api/npm/npm/zod/-/zod-3.24.3.tgz",
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+      "version": "4.4.3",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.4.3.tgz",
+      "integrity": "sha512-ytENFjIJFl2UwYglde2jchW2Hwm4GJFLDiSXWdTrJQBIN9Fcyp7n4DhxJEiWNAJMV1/BqWfW/kkg71UDcHJyTQ==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.25.2",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz",
+      "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==",
+      "license": "ISC",
+      "peerDependencies": {
+        "zod": "^3.25.28 || ^4"
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index 42af5ae..77322a3 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "@simon/metabase-server",
   "version": "0.1.0",
-  "description": "A Model Context Protocol server for Metabase",
+  "description": "MCP server for interacting with Metabase - provides AI assistants with tools to query, create, and manage dashboards, cards, and databases",
   "private": false,
   "type": "module",
   "bin": {
@@ -11,15 +11,16 @@
     "build"
   ],
   "scripts": {
-    "build": "tsc && node -e \"require('fs').chmodSync('build/index.js', '755')\" && mkdir -p dist && cp build/index.js dist/index.js",
+    "build": "tsc && node -e \"require('fs').chmodSync('build/index.js', '755')\" && mkdir -p dist && cp build/*.js dist/",
+    "test": "npm run build && node --test test/",
     "prepare": "npm run build",
     "watch": "tsc --watch",
     "inspector": "npx @modelcontextprotocol/inspector build/index.js"
   },
   "dependencies": {
-    "@modelcontextprotocol/sdk": "^0.6.1",
+    "@modelcontextprotocol/sdk": "^1.25.2",
     "abort-controller": "^3.0.0",
-    "axios": "^1.8.1"
+    "axios": "^1.14.0"
   },
   "devDependencies": {
     "@types/axios": "^0.14.4",
diff --git a/src/formatters.ts b/src/formatters.ts
new file mode 100644
index 0000000..068692c
--- /dev/null
+++ b/src/formatters.ts
@@ -0,0 +1,292 @@
+/**
+ * Response formatters for Metabase MCP server
+ * Converts verbose JSON responses to concise markdown
+ */
+
+interface Database {
+  id: number;
+  name: string;
+  engine: string;
+  initial_sync_status?: string;
+  is_sample?: boolean;
+  is_audit?: boolean;
+}
+
+interface Dashboard {
+  id: number;
+  name: string;
+  collection_id?: number;
+  view_count?: number;
+  last_viewed_at?: string;
+  created_at?: string;
+  updated_at?: string;
+  archived?: boolean;
+}
+
+interface Card {
+  id: number;
+  name: string;
+  collection_id?: number;
+  display?: string;
+  query_type?: string;
+  updated_at?: string;
+  archived?: boolean;
+  collection?: { name?: string };
+  "last-edit-info"?: { timestamp?: string };
+}
+
+interface QueryResult {
+  data?: {
+    rows: any[][];
+    cols: Array<{ name: string; display_name: string; base_type: string }>;
+  };
+  status?: string;
+  row_count?: number;
+  running_time?: number;
+  database_id?: number;
+  error?: string;
+  error_type?: string;
+}
+
+/**
+ * Format databases list as a markdown table
+ */
+export function formatDatabases(data: { data?: Database[]; total?: number } | Database[]): string {
+  const databases = Array.isArray(data) ? data : (data.data || []);
+  const total = Array.isArray(data) ? databases.length : (data.total || databases.length);
+
+  if (databases.length === 0) {
+    return "No databases found.";
+  }
+
+  let output = `# Metabase Databases (${total} total)\n\n`;
+  output += "| ID | Name | Engine | Status |\n";
+  output += "|---|---|---|---|\n";
+
+  databases.forEach((db: Database) => {
+    const status = db.initial_sync_status || 'unknown';
+    const flags = [];
+    if (db.is_sample) flags.push('sample');
+    if (db.is_audit) flags.push('audit');
+    const statusStr = flags.length > 0 ? `${status} (${flags.join(', ')})` : status;
+
+    output += `| ${db.id} | ${db.name} | ${db.engine} | ${statusStr} |\n`;
+  });
+
+  return output;
+}
+
+/**
+ * Format dashboards list as a markdown table
+ */
+export function formatDashboards(dashboards: Dashboard[]): string {
+  if (!Array.isArray(dashboards) || dashboards.length === 0) {
+    return "No dashboards found.";
+  }
+
+  let output = `# Metabase Dashboards (${dashboards.length} total)\n\n`;
+  output += "| ID | Name | Collection | Views | Last Viewed | Archived |\n";
+  output += "|---|---|---|---|---|---|\n";
+
+  dashboards.forEach((dash: Dashboard) => {
+    const collectionId = dash.collection_id || 'root';
+    const views = dash.view_count || 0;
+    const lastViewed = dash.last_viewed_at
+      ? new Date(dash.last_viewed_at).toISOString().split('T')[0]
+      : 'never';
+    const archived = dash.archived ? '✓' : '';
+
+    output += `| ${dash.id} | ${dash.name} | ${collectionId} | ${views} | ${lastViewed} | ${archived} |\n`;
+  });
+
+  return output;
+}
+
+/**
+ * Format cards/questions list as a markdown table
+ */
+export function formatCards(cards: Card[]): string {
+  if (!Array.isArray(cards) || cards.length === 0) {
+    return "No cards found.";
+  }
+
+  let output = `# Metabase Cards/Questions (${cards.length} total)\n\n`;
+  output += "| ID | Name | Collection | Type | Last Edited | Archived |\n";
+  output += "|---|---|---|---|---|---|\n";
+
+  cards.forEach((card: Card) => {
+    const collectionId = card.collection_id || 'root';
+    const type = card.display || card.query_type || 'unknown';
+    const lastEdit = card["last-edit-info"]?.timestamp || card.updated_at;
+    const lastEditStr = lastEdit
+      ? new Date(lastEdit).toISOString().split('T')[0]
+      : 'unknown';
+    const archived = card.archived ? '✓' : '';
+
+    output += `| ${card.id} | ${card.name} | ${collectionId} | ${type} | ${lastEditStr} | ${archived} |\n`;
+  });
+
+  return output;
+}
+
+/**
+ * Format query execution results
+ */
+export function formatQueryResult(result: QueryResult, maxRows: number = 50): string {
+  let output = "# Query Execution Result\n\n";
+
+  // Add status information
+  output += "## Status\n\n";
+  output += `- **Status**: ${result.status || 'unknown'}\n`;
+  output += `- **Rows**: ${result.row_count || 0}\n`;
+  output += `- **Execution Time**: ${result.running_time || 0}ms\n`;
+  output += `- **Database ID**: ${result.database_id || 'unknown'}\n\n`;
+
+  // Handle errors
+  if (result.error || result.error_type) {
+    output += "## Error\n\n";
+    output += `**Type**: ${result.error_type || 'unknown'}\n\n`;
+    output += `**Message**: ${result.error || 'No error message'}\n`;
+    return output;
+  }
+
+  // Handle successful results
+  if (!result.data || !result.data.rows || result.data.rows.length === 0) {
+    output += "## Data\n\nNo rows returned.\n";
+    return output;
+  }
+
+  const { rows, cols } = result.data;
+  const displayRows = rows.slice(0, maxRows);
+  const truncated = rows.length > maxRows;
+
+  output += "## Data\n\n";
+
+  // Create column headers
+  const headers = cols.map(col => col.display_name || col.name);
+  output += "| " + headers.join(" | ") + " |\n";
+  output += "|" + headers.map(() => "---").join("|") + "|\n";
+
+  // Add data rows
+  displayRows.forEach((row: any[]) => {
+    const formattedRow = row.map(cell => {
+      if (cell === null || cell === undefined) return 'null';
+      if (typeof cell === 'object') return JSON.stringify(cell);
+      return String(cell);
+    });
+    output += "| " + formattedRow.join(" | ") + " |\n";
+  });
+
+  if (truncated) {
+    const hiddenRows = rows.length - maxRows;
+    output += `\n**⚠️ Results truncated**: Showing first ${maxRows} of ${rows.length} rows (${hiddenRows} rows hidden)\n`;
+    output += `*Use \`max_rows: -1\` parameter to see all rows*\n`;
+  }
+
+  // Add column types
+  output += "\n## Column Types\n\n";
+  cols.forEach(col => {
+    output += `- **${col.display_name || col.name}**: ${col.base_type}\n`;
+  });
+
+  return output;
+}
+
+/**
+ * Format dashboard cards list
+ */
+export function formatDashboardCards(cards: any[], tabs?: any[]): string {
+  if (!Array.isArray(cards) || cards.length === 0) {
+    return "No cards found in this dashboard.";
+  }
+
+  const hasTabs = Array.isArray(tabs) && tabs.length > 0;
+  const tabMap: Record<number, string> = {};
+  if (hasTabs) {
+    tabs.forEach((tab: any) => {
+      tabMap[tab.id] = tab.name || `Tab ${tab.id}`;
+    });
+  }
+
+  let output = `# Dashboard Cards (${cards.length} total)\n\n`;
+  if (hasTabs) {
+    output += "| Dashcard ID | Card ID | Name | Visualization | Size | Tab |\n";
+    output += "|---|---|---|---|---|---|\n";
+  } else {
+    output += "| Dashcard ID | Card ID | Name | Visualization | Size |\n";
+    output += "|---|---|---|---|---|\n";
+  }
+
+  cards.forEach((dashCard: any) => {
+    const card = dashCard.card || {};
+    const dashcardId = dashCard.id || 'unknown';
+    const cardId = card.id || 'unknown';
+    const cardName = card.name || 'Untitled';
+    const vizType = dashCard.visualization_settings?.["card.title"]
+      ? 'custom'
+      : (card.display || 'table');
+    const size = `${dashCard.size_x || 4}×${dashCard.size_y || 4}`;
+
+    if (hasTabs) {
+      const tabName = dashCard.dashboard_tab_id ? (tabMap[dashCard.dashboard_tab_id] || `Tab ${dashCard.dashboard_tab_id}`) : 'None';
+      output += `| ${dashcardId} | ${cardId} | ${cardName} | ${vizType} | ${size} | ${tabName} |\n`;
+    } else {
+      output += `| ${dashcardId} | ${cardId} | ${cardName} | ${vizType} | ${size} |\n`;
+    }
+  });
+
+  if (hasTabs) {
+    output += `\n## Dashboard Tabs\n\n`;
+    output += "| Tab ID | Name | Position |\n";
+    output += "|---|---|---|\n";
+    tabs.forEach((tab: any, index: number) => {
+      output += `| ${tab.id} | ${tab.name || 'Untitled'} | ${tab.position ?? index} |\n`;
+    });
+  }
+
+  return output;
+}
+
+/**
+ * Format card execution result
+ */
+export function formatCardResult(result: QueryResult, maxRows: number = 50): string {
+  // Card execution results have the same structure as query results
+  return formatQueryResult(result, maxRows);
+}
+
+/**
+ * Format generic object response (fallback for CRUD operations)
+ */
+export function formatGenericResponse(operation: string, data: any, baseUrl?: string): string {
+  let output = `# ${operation} Result\n\n`;
+
+  if (typeof data === 'string') {
+    output += data;
+  } else if (data && typeof data === 'object') {
+    output += "## Summary\n\n";
+
+    // Extract key fields
+    if (data.id) output += `- **ID**: ${data.id}\n`;
+    if (data.name) output += `- **Name**: ${data.name}\n`;
+
+    if (baseUrl && data.id) {
+      const normalizedBaseUrl = baseUrl.replace(/\/+$/, '');
+      const op = operation.toLowerCase();
+      if (op.includes('dashboard')) {
+        output += `- **URL**: ${normalizedBaseUrl}/dashboard/${data.id}\n`;
+      } else if (op.includes('card') || op.includes('question')) {
+        output += `- **URL**: ${normalizedBaseUrl}/question/${data.id}\n`;
+      }
+    }
+
+    if (data.created_at) output += `- **Created**: ${new Date(data.created_at).toISOString()}\n`;
+    if (data.updated_at) output += `- **Updated**: ${new Date(data.updated_at).toISOString()}\n`;
+
+    output += "\n*Full JSON response saved to `.last-response.json` in the server's install directory (if response logging is enabled)*\n";
+  } else {
+    output += "Operation completed successfully.\n";
+  }
+
+  return output;
+}
diff --git a/src/index.ts b/src/index.ts
index f78d782..679cdc5 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -27,6 +27,16 @@ import {
 } from "@modelcontextprotocol/sdk/types.js";
 import { z } from "zod";
 import axios, { AxiosInstance } from "axios";
+import {
+  formatDatabases,
+  formatDashboards,
+  formatCards,
+  formatQueryResult,
+  formatDashboardCards,
+  formatCardResult,
+  formatGenericResponse
+} from "./formatters.js";
+import { logResponse } from "./response-logger.js";
 
 // 自定义错误枚举
 enum ErrorCode {
@@ -39,7 +49,7 @@ enum ErrorCode {
 // 自定义错误类
 class McpError extends Error {
   code: ErrorCode;
-  
+
   constructor(code: ErrorCode, message: string) {
     super(message);
     this.code = code;
@@ -51,9 +61,12 @@ class McpError extends Error {
 const METABASE_URL = process.env.METABASE_URL;
 const METABASE_USERNAME = process.env.METABASE_USERNAME;
 const METABASE_PASSWORD = process.env.METABASE_PASSWORD;
+const METABASE_API_KEY = process.env.METABASE_API_KEY;
 
-if (!METABASE_URL || !METABASE_USERNAME || !METABASE_PASSWORD) {
-  throw new Error("METABASE_URL, METABASE_USERNAME, and METABASE_PASSWORD environment variables are required");
+if (!METABASE_URL || (!METABASE_API_KEY && (!METABASE_USERNAME || !METABASE_PASSWORD))) {
+  throw new Error(
+    "Either (METABASE_URL and METABASE_API_KEY) or (METABASE_URL, METABASE_USERNAME, and METABASE_PASSWORD) environment variables are required"
+  );
 }
 
 // 创建自定义 Schema 对象，使用 z.object
@@ -89,11 +102,26 @@ class MetabaseServer {
       headers: {
         "Content-Type": "application/json",
       },
+      timeout: 30000, // 30 second timeout to prevent hanging
     });
 
+    if (METABASE_API_KEY) {
+      this.logInfo('Using Metabase API Key for authentication.');
+      this.axiosInstance.defaults.headers.common['X-API-Key'] = METABASE_API_KEY;
+      this.sessionToken = "api_key_used"; // Indicate API key is in use
+    } else if (METABASE_USERNAME && METABASE_PASSWORD) {
+      this.logInfo('Using Metabase username/password for authentication.');
+      // Existing session token logic will apply
+    } else {
+      // This case should ideally be caught by the initial environment variable check
+      // but as a safeguard:
+      this.logError('Metabase authentication credentials not configured properly.', {});
+      throw new Error("Metabase authentication credentials not provided or incomplete.");
+    }
+
     this.setupResourceHandlers();
     this.setupToolHandlers();
-    
+
     // Enhanced error handling with logging
     this.server.onerror = (error: Error) => {
       this.logError('Server Error', error);
@@ -127,7 +155,7 @@ class MetabaseServer {
   private logError(message: string, error: unknown) {
     const errorObj = error as Error;
     const apiError = error as { response?: { data?: { message?: string } }, message?: string };
-    
+
     const logMessage = {
       timestamp: new Date().toISOString(),
       level: 'error',
@@ -148,11 +176,12 @@ class MetabaseServer {
    * 获取 Metabase 会话令牌
    */
   private async getSessionToken(): Promise<string> {
-    if (this.sessionToken) {
+    if (this.sessionToken) { // Handles both API key ("api_key_used") and actual session tokens
       return this.sessionToken;
     }
 
-    this.logInfo('Authenticating with Metabase...');
+    // This part should only be reached if using username/password and sessionToken is null
+    this.logInfo('Authenticating with Metabase using username/password...');
     try {
       const response = await this.axiosInstance.post('/api/session', {
         username: METABASE_USERNAME,
@@ -160,10 +189,10 @@ class MetabaseServer {
       });
 
       this.sessionToken = response.data.id;
-      
+
       // 设置默认请求头
       this.axiosInstance.defaults.headers.common['X-Metabase-Session'] = this.sessionToken;
-      
+
       this.logInfo('Successfully authenticated with Metabase');
       return this.sessionToken as string;
     } catch (error) {
@@ -181,12 +210,14 @@ class MetabaseServer {
   private setupResourceHandlers() {
     this.server.setRequestHandler(ListResourcesRequestSchema, async (request) => {
       this.logInfo('Listing resources...', { requestStructure: JSON.stringify(request) });
-      await this.getSessionToken();
+      if (!METABASE_API_KEY) {
+        await this.getSessionToken();
+      }
 
       try {
         // 获取仪表板列表
         const dashboardsResponse = await this.axiosInstance.get('/api/dashboard');
-        
+
         this.logInfo('Successfully listed resources', { count: dashboardsResponse.data.length });
         // 将仪表板作为资源返回
         return {
@@ -235,7 +266,9 @@ class MetabaseServer {
     // 读取资源
     this.server.setRequestHandler(ReadResourceRequestSchema, async (request) => {
       this.logInfo('Reading resource...', { requestStructure: JSON.stringify(request) });
-      await this.getSessionToken();
+      if (!METABASE_API_KEY) {
+        await this.getSessionToken();
+      }
 
       const uri = request.params?.uri;
       let match;
@@ -245,7 +278,7 @@ class MetabaseServer {
         if ((match = uri.match(/^metabase:\/\/dashboard\/(\d+)$/))) {
           const dashboardId = match[1];
           const response = await this.axiosInstance.get(`/api/dashboard/${dashboardId}`);
-          
+
           return {
             contents: [{
               uri: request.params?.uri,
@@ -254,12 +287,12 @@ class MetabaseServer {
             }]
           };
         }
-        
+
         // 处理问题/卡片资源
         else if ((match = uri.match(/^metabase:\/\/card\/(\d+)$/))) {
           const cardId = match[1];
           const response = await this.axiosInstance.get(`/api/card/${cardId}`);
-          
+
           return {
             contents: [{
               uri: request.params?.uri,
@@ -268,12 +301,12 @@ class MetabaseServer {
             }]
           };
         }
-        
+
         // 处理数据库资源
         else if ((match = uri.match(/^metabase:\/\/database\/(\d+)$/))) {
           const databaseId = match[1];
           const response = await this.axiosInstance.get(`/api/database/${databaseId}`);
-          
+
           return {
             contents: [{
               uri: request.params?.uri,
@@ -282,7 +315,7 @@ class MetabaseServer {
             }]
           };
         }
-        
+
         else {
           throw new McpError(
             ErrorCode.InvalidRequest,
@@ -305,6 +338,7 @@ class MetabaseServer {
    * 设置工具处理程序
    */
   private setupToolHandlers() {
+    // No session token needed for listing tools, as it's static data
     this.server.setRequestHandler(ListToolsRequestSchema, async () => {
       return {
         tools: [
@@ -321,7 +355,12 @@ class MetabaseServer {
             description: "List all questions/cards in Metabase",
             inputSchema: {
               type: "object",
-              properties: {}
+              properties: {
+                f: {
+                  type: "string",
+                  description: "Optional filter function, possible values: archived, table, database, using_model, bookmarked, using_segment, all, mine"
+                }
+              }
             }
           },
           {
@@ -332,6 +371,20 @@ class MetabaseServer {
               properties: {}
             }
           },
+          {
+            name: "get_card",
+            description: "Get a single Metabase question/card by ID with full details including dataset_query with template-tags configuration for variables/filters. Use this to inspect a card before updating it.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                card_id: {
+                  type: "number",
+                  description: "ID of the card/question to retrieve"
+                }
+              },
+              required: ["card_id"]
+            }
+          },
           {
             name: "execute_card",
             description: "Execute a Metabase question/card and get results",
@@ -343,8 +396,15 @@ class MetabaseServer {
                   description: "ID of the card/question to execute"
                 },
                 parameters: {
-                  type: "object",
-                  description: "Optional parameters for the query"
+                  description: "Optional parameters for the query. Metabase expects an array; a single object will be wrapped.",
+                  oneOf: [
+                    { type: "array", items: { type: "object" } },
+                    { type: "object" }
+                  ]
+                },
+                max_rows: {
+                  type: "number",
+                  description: "Maximum number of rows to display in output (default: 50, use -1 for all rows)"
                 }
               },
               required: ["card_id"]
@@ -384,10 +444,414 @@ class MetabaseServer {
                   items: {
                     type: "object"
                   }
+                },
+                max_rows: {
+                  type: "number",
+                  description: "Maximum number of rows to display in output (default: 50, use -1 for all rows)"
                 }
               },
               required: ["database_id", "query"]
             }
+          },
+          {
+            name: "create_card",
+            description: "Create a new Metabase question (card).",
+            inputSchema: {
+              type: "object",
+              properties: {
+                name: { type: "string", description: "Name of the card" },
+                dataset_query: { type: "object", description: "The query for the card (e.g., MBQL or native query)" },
+                display: { type: "string", description: "Display type (e.g., 'table', 'line', 'bar')" },
+                visualization_settings: { type: "object", description: "Settings for the visualization" },
+                collection_id: { type: "number", description: "Optional ID of the collection to save the card in" },
+                description: { type: "string", description: "Optional description for the card" }
+              },
+              required: ["name", "dataset_query", "display", "visualization_settings"]
+            }
+          },
+          {
+            name: "update_card",
+            description: "Update an existing Metabase question (card). For native SQL queries with template variables (like dropdown filters), use dataset_query.native.template-tags to configure each variable. Each template-tag can have: name, display-name, type (text/number/dimension), dimension (for field filters), widget-type (category, string/=, number/=, etc.), and default value.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                card_id: { type: "number", description: "ID of the card to update" },
+                name: { type: "string", description: "New name for the card" },
+                dataset_query: {
+                  type: "object",
+                  description: "Query configuration. For native SQL: {type: 'native', database: <id>, native: {query: 'SELECT...', template-tags: {...}}}. Template-tags example: {'semester': {id: 'uuid', name: 'semester', display-name: 'Semester', type: 'dimension', dimension: ['field', <field_id>, null], widget-type: 'category'}}",
+                  properties: {
+                    type: { type: "string", description: "'native' for SQL queries, 'query' for MBQL" },
+                    database: { type: "number", description: "Database ID" },
+                    native: {
+                      type: "object",
+                      description: "Native SQL query configuration",
+                      properties: {
+                        query: { type: "string", description: "SQL query with {{variable}} placeholders" },
+                        "template-tags": {
+                          type: "object",
+                          description: "Variable configurations keyed by variable name. Each has: id, name, display-name, type (text/number/dimension), dimension (for field filters as ['field', field_id, null]), widget-type (category/string/=/number/=)"
+                        }
+                      }
+                    }
+                  }
+                },
+                display: { type: "string", description: "New display type" },
+                visualization_settings: { type: "object", description: "New visualization settings" },
+                collection_id: { type: "number", description: "New collection ID" },
+                description: { type: "string", description: "New description" },
+                archived: { type: "boolean", description: "Set to true to archive the card" },
+                type: { type: "string", description: "Card type: 'question' or 'model'" }
+              },
+              required: ["card_id"]
+            }
+          },
+          {
+            name: "delete_card",
+            description: "Delete a Metabase question (card).",
+            inputSchema: {
+              type: "object",
+              properties: {
+                card_id: { type: "number", description: "ID of the card to delete" },
+                hard_delete: { type: "boolean", description: "Set to true for hard delete, false (default) for archive", default: false }
+              },
+              required: ["card_id"]
+            }
+          },
+          {
+            name: "create_dashboard",
+            description: "Create a new Metabase dashboard.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                name: { type: "string", description: "Name of the dashboard" },
+                description: { type: "string", description: "Optional description for the dashboard" },
+                parameters: { type: "array", description: "Optional parameters for the dashboard", items: { type: "object" } },
+                collection_id: { type: "number", description: "Optional ID of the collection to save the dashboard in" }
+              },
+              required: ["name"]
+            }
+          },
+          {
+            name: "update_dashboard",
+            description: "Update an existing Metabase dashboard.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard to update" },
+                name: { type: "string", description: "New name for the dashboard" },
+                description: { type: "string", description: "New description for the dashboard" },
+                parameters: { type: "array", description: "New parameters for the dashboard", items: { type: "object" } },
+                collection_id: { type: "number", description: "New collection ID" },
+                archived: { type: "boolean", description: "Set to true to archive the dashboard" }
+              },
+              required: ["dashboard_id"]
+            }
+          },
+          {
+            name: "delete_dashboard",
+            description: "Delete a Metabase dashboard.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard to delete" },
+                hard_delete: { type: "boolean", description: "Set to true for hard delete, false (default) for archive", default: false }
+              },
+              required: ["dashboard_id"]
+            }
+          },
+          {
+            name: "add_card_to_dashboard",
+            description: "Add a card/question to a dashboard.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard" },
+                card_id: { type: "number", description: "ID of the card to add" },
+                size_x: { type: "number", description: "Width of the card (default: 4)", default: 4 },
+                size_y: { type: "number", description: "Height of the card (default: 3)", default: 3 },
+                row: { type: "number", description: "Row position (default: 0)", default: 0 },
+                col: { type: "number", description: "Column position (default: 0)", default: 0 },
+                dashboard_tab_id: { type: "number", description: "ID of the dashboard tab. Required for tabbed dashboards. Use get_dashboard_cards to find tab IDs." }
+              },
+              required: ["dashboard_id", "card_id"]
+            }
+          },
+          {
+            name: "list_collections",
+            description: "List all collections in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                namespace: { type: "string", description: "Optional namespace filter" }
+              }
+            }
+          },
+          {
+            name: "create_collection",
+            description: "Create a new collection in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                name: { type: "string", description: "Name of the collection" },
+                description: { type: "string", description: "Optional description" },
+                color: { type: "string", description: "Optional color (hex code like #509EE3)" },
+                parent_id: { type: "number", description: "Optional parent collection ID for nesting" }
+              },
+              required: ["name"]
+            }
+          },
+          {
+            name: "update_collection",
+            description: "Update a collection in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                collection_id: { type: "number", description: "ID of the collection to update" },
+                name: { type: "string", description: "New name for the collection" },
+                description: { type: "string", description: "New description" },
+                color: { type: "string", description: "New color (hex code)" },
+                archived: { type: "boolean", description: "Set to true to archive" }
+              },
+              required: ["collection_id"]
+            }
+          },
+          {
+            name: "list_permission_groups",
+            description: "List all permission groups in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {}
+            }
+          },
+          {
+            name: "create_permission_group",
+            description: "Create a new permission group in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                name: { type: "string", description: "Name of the permission group" }
+              },
+              required: ["name"]
+            }
+          },
+          {
+            name: "delete_permission_group",
+            description: "Delete a permission group in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                group_id: { type: "number", description: "ID of the group to delete" }
+              },
+              required: ["group_id"]
+            }
+          },
+          {
+            name: "get_collection_permissions",
+            description: "Get the collection permissions graph showing which groups have access to which collections.",
+            inputSchema: {
+              type: "object",
+              properties: {}
+            }
+          },
+          {
+            name: "update_collection_permissions",
+            description: "Update collection permissions for a group. Sets the permission level for a group on a collection.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                group_id: { type: "number", description: "ID of the permission group" },
+                collection_id: { type: "number", description: "ID of the collection (use 'root' for root collection)" },
+                permission: { type: "string", description: "Permission level: 'read', 'write', or 'none'" }
+              },
+              required: ["group_id", "collection_id", "permission"]
+            }
+          },
+          {
+            name: "add_user_to_group",
+            description: "Add a user to a permission group.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                group_id: { type: "number", description: "ID of the permission group" },
+                user_id: { type: "number", description: "ID of the user to add" }
+              },
+              required: ["group_id", "user_id"]
+            }
+          },
+          {
+            name: "list_users",
+            description: "List all users in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {}
+            }
+          },
+          {
+            name: "create_user",
+            description: "Create a new user in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                first_name: { type: "string", description: "User's first name" },
+                last_name: { type: "string", description: "User's last name" },
+                email: { type: "string", description: "User's email address (used as login)" },
+                password: { type: "string", description: "User's password (optional - if not provided, user will need to reset)" },
+                group_ids: { type: "array", items: { type: "number" }, description: "Optional array of permission group IDs to add the user to" }
+              },
+              required: ["first_name", "last_name", "email"]
+            }
+          },
+          {
+            name: "update_user",
+            description: "Update an existing user in Metabase.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                user_id: { type: "number", description: "ID of the user to update" },
+                first_name: { type: "string", description: "New first name" },
+                last_name: { type: "string", description: "New last name" },
+                email: { type: "string", description: "New email address" },
+                is_superuser: { type: "boolean", description: "Whether the user should be an admin" },
+                login_attributes: { type: "object", description: "Custom login attributes for the user" }
+              },
+              required: ["user_id"]
+            }
+          },
+          {
+            name: "disable_user",
+            description: "Disable (deactivate) a user in Metabase. This prevents them from logging in but preserves their data.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                user_id: { type: "number", description: "ID of the user to disable" }
+              },
+              required: ["user_id"]
+            }
+          },
+          {
+            name: "remove_user_from_group",
+            description: "Remove a user from a permission group.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                membership_id: { type: "number", description: "ID of the membership to remove (get this from the user's group_ids or list_permission_groups)" }
+              },
+              required: ["membership_id"]
+            }
+          },
+          {
+            name: "get_user",
+            description: "Get details about a specific user including their group memberships.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                user_id: { type: "number", description: "ID of the user to retrieve" }
+              },
+              required: ["user_id"]
+            }
+          },
+          {
+            name: "get_dashboard",
+            description: "Get full dashboard details including cards and parameters.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard" }
+              },
+              required: ["dashboard_id"]
+            }
+          },
+          {
+            name: "list_dashboard_tabs",
+            description: "List all tabs of a dashboard. Returns tab IDs, names, and positions.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard" }
+              },
+              required: ["dashboard_id"]
+            }
+          },
+          {
+            name: "update_dashboard_cards",
+            description: "Update dashboard cards including their parameter mappings. Use this to connect dashboard filters to card variables.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard" },
+                cards: {
+                  type: "array",
+                  description: "Array of card configurations with parameter_mappings",
+                  items: {
+                    type: "object",
+                    properties: {
+                      id: { type: "number", description: "Dashcard ID (not card_id)" },
+                      card_id: { type: "number", description: "Card/Question ID" },
+                      row: { type: "number", description: "Row position" },
+                      col: { type: "number", description: "Column position" },
+                      size_x: { type: "number", description: "Width" },
+                      size_y: { type: "number", description: "Height" },
+                      dashboard_tab_id: { type: "number", description: "ID of the dashboard tab this card belongs to. Required for tabbed dashboards." },
+                      parameter_mappings: {
+                        type: "array",
+                        description: "Parameter mappings connecting dashboard filters to card variables",
+                        items: {
+                          type: "object",
+                          properties: {
+                            parameter_id: { type: "string", description: "Dashboard parameter ID" },
+                            card_id: { type: "number", description: "Card ID" },
+                            target: { type: "array", description: "Target specification, e.g. ['variable', ['template-tag', 'semester']]", items: {} }
+                          }
+                        }
+                      }
+                    }
+                  }
+                }
+              },
+              required: ["dashboard_id", "cards"]
+            }
+          },
+          {
+            name: "remove_card_from_dashboard",
+            description: "Remove a card from a dashboard.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard" },
+                dashcard_id: { type: "number", description: "ID of the dashcard (not the card_id)" }
+              },
+              required: ["dashboard_id", "dashcard_id"]
+            }
+          },
+          {
+            name: "add_dashboard_filter",
+            description: "Add or update a filter parameter on a dashboard.",
+            inputSchema: {
+              type: "object",
+              properties: {
+                dashboard_id: { type: "number", description: "ID of the dashboard" },
+                parameters: {
+                  type: "array",
+                  description: "Array of dashboard parameters/filters",
+                  items: {
+                    type: "object",
+                    properties: {
+                      id: { type: "string", description: "Unique parameter ID" },
+                      name: { type: "string", description: "Display name for the filter" },
+                      slug: { type: "string", description: "URL slug for the parameter" },
+                      type: { type: "string", description: "Parameter type, e.g. 'number/=', 'string/=', 'category'" },
+                      values_source_type: { type: "string", description: "Source for dropdown values: 'static-list', 'card', or null" },
+                      values_source_config: {
+                        type: "object",
+                        description: "Configuration for value source. For 'card': {card_id, value_field, label_field}. For 'static-list': {values: [[value, label], ...]}"
+                      }
+                    }
+                  }
+                }
+              },
+              required: ["dashboard_id", "parameters"]
+            }
           }
         ]
       };
@@ -395,41 +859,54 @@ class MetabaseServer {
 
     this.server.setRequestHandler(CallToolRequestSchema, async (request) => {
       this.logInfo('Calling tool...', { requestStructure: JSON.stringify(request) });
-      await this.getSessionToken();
+      if (!METABASE_API_KEY) {
+        await this.getSessionToken();
+      }
 
       try {
         switch (request.params?.name) {
           case "list_dashboards": {
             const response = await this.axiosInstance.get('/api/dashboard');
+            await logResponse('list_dashboards', request.params?.arguments, response.data);
             return {
               content: [{
                 type: "text",
-                text: JSON.stringify(response.data, null, 2)
+                text: formatDashboards(response.data)
               }]
             };
           }
 
           case "list_cards": {
-            const response = await this.axiosInstance.get('/api/card');
+            const VALID_CARD_FILTERS = ["archived", "table", "database", "using_model", "bookmarked", "using_segment", "all", "mine"];
+            const f = String(request.params?.arguments?.f || "all");
+            if (!VALID_CARD_FILTERS.includes(f)) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                `Invalid filter "${f}". Must be one of: ${VALID_CARD_FILTERS.join(", ")}`
+              );
+            }
+            const response = await this.axiosInstance.get(`/api/card?f=${encodeURIComponent(f)}`);
+            await logResponse('list_cards', request.params?.arguments, response.data);
             return {
               content: [{
                 type: "text",
-                text: JSON.stringify(response.data, null, 2)
+                text: formatCards(response.data)
               }]
             };
           }
 
           case "list_databases": {
             const response = await this.axiosInstance.get('/api/database');
+            await logResponse('list_databases', request.params?.arguments, response.data);
             return {
               content: [{
                 type: "text",
-                text: JSON.stringify(response.data, null, 2)
+                text: formatDatabases(response.data)
               }]
             };
           }
 
-          case "execute_card": {
+          case "get_card": {
             const cardId = request.params?.arguments?.card_id;
             if (!cardId) {
               throw new McpError(
@@ -437,10 +914,7 @@ class MetabaseServer {
                 "Card ID is required"
               );
             }
-
-            const parameters = request.params?.arguments?.parameters || {};
-            const response = await this.axiosInstance.post(`/api/card/${cardId}/query`, { parameters });
-            
+            const response = await this.axiosInstance.get(`/api/card/${cardId}`);
             return {
               content: [{
                 type: "text",
@@ -449,44 +923,91 @@ class MetabaseServer {
             };
           }
 
-          case "get_dashboard_cards": {
-            const dashboardId = request.params?.arguments?.dashboard_id;
-            if (!dashboardId) {
-              throw new McpError(
-                ErrorCode.InvalidParams,
+          case "execute_card": {
+            const cardId = request.params?.arguments?.card_id;
+            if (!cardId) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Card ID is required"
+              );
+            }
+
+            const rawParameters = request.params?.arguments?.parameters;
+            let parameters: any[];
+            if (rawParameters === undefined || rawParameters === null) {
+              parameters = [];
+            } else if (Array.isArray(rawParameters)) {
+              parameters = rawParameters;
+            } else if (typeof rawParameters === "object" && Object.keys(rawParameters).length === 0) {
+              parameters = [];
+            } else {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "parameters must be an array of parameter objects"
+              );
+            }
+            const maxRows = typeof request.params?.arguments?.max_rows === 'number'
+              ? request.params.arguments.max_rows
+              : 50;
+            const response = await this.axiosInstance.post(`/api/card/${cardId}/query`, { parameters });
+            await logResponse('execute_card', request.params?.arguments, response.data);
+
+            return {
+              content: [{
+                type: "text",
+                text: formatCardResult(response.data, maxRows === -1 ? Infinity : maxRows)
+              }]
+            };
+          }
+
+          case "get_dashboard_cards": {
+            const dashboardId = request.params?.arguments?.dashboard_id;
+            if (!dashboardId) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
                 "Dashboard ID is required"
               );
             }
 
             const response = await this.axiosInstance.get(`/api/dashboard/${dashboardId}`);
-            
+            const dashcards =
+              response.data?.ordered_cards ??
+              response.data?.dashcards ??
+              response.data?.cards ??
+              [];
+            const tabs = response.data?.tabs ?? [];
+            await logResponse('get_dashboard_cards', request.params?.arguments, dashcards);
+
             return {
               content: [{
                 type: "text",
-                text: JSON.stringify(response.data.cards, null, 2)
+                text: formatDashboardCards(dashcards, tabs)
               }]
             };
           }
-          
+
           case "execute_query": {
             const databaseId = request.params?.arguments?.database_id;
             const query = request.params?.arguments?.query;
             const nativeParameters = request.params?.arguments?.native_parameters || [];
-            
+            const maxRows = typeof request.params?.arguments?.max_rows === 'number'
+              ? request.params.arguments.max_rows
+              : 50;
+
             if (!databaseId) {
               throw new McpError(
                 ErrorCode.InvalidParams,
                 "Database ID is required"
               );
             }
-            
+
             if (!query) {
               throw new McpError(
                 ErrorCode.InvalidParams,
                 "SQL query is required"
               );
             }
-            
+
             // 构建查询请求体
             const queryData = {
               type: "native",
@@ -497,9 +1018,494 @@ class MetabaseServer {
               parameters: nativeParameters,
               database: databaseId
             };
-            
+
             const response = await this.axiosInstance.post('/api/dataset', queryData);
-            
+            await logResponse('execute_query', request.params?.arguments, response.data);
+
+            return {
+              content: [{
+                type: "text",
+                text: formatQueryResult(response.data, maxRows === -1 ? Infinity : maxRows)
+              }]
+            };
+          }
+
+          case "create_card": {
+            const { name, dataset_query, display, visualization_settings, collection_id, description } = request.params?.arguments || {};
+            if (!name || !dataset_query || !display || !visualization_settings) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Missing required fields for create_card: name, dataset_query, display, visualization_settings"
+              );
+            }
+            const createCardBody: any = {
+              name,
+              dataset_query,
+              display,
+              visualization_settings,
+            };
+            if (collection_id !== undefined) createCardBody.collection_id = collection_id;
+            if (description !== undefined) createCardBody.description = description;
+
+            const response = await this.axiosInstance.post('/api/card', createCardBody);
+            await logResponse('create_card', request.params?.arguments, response.data);
+
+            return {
+              content: [{
+                type: "text",
+                text: formatGenericResponse('Create Card', response.data, METABASE_URL)
+              }]
+            };
+          }
+
+          case "update_card": {
+            const { card_id, ...updateFields } = request.params?.arguments || {};
+            if (!card_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Card ID is required for update_card"
+              );
+            }
+            if (Object.keys(updateFields).length === 0) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "No fields provided for update_card"
+              );
+            }
+            const response = await this.axiosInstance.put(`/api/card/${card_id}`, updateFields);
+            await logResponse('update_card', request.params?.arguments, response.data);
+
+            return {
+              content: [{
+                type: "text",
+                text: formatGenericResponse('Update Card', response.data, METABASE_URL)
+              }]
+            };
+          }
+
+          case "delete_card": {
+            const { card_id, hard_delete = false } = request.params?.arguments || {};
+            if (!card_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Card ID is required for delete_card"
+              );
+            }
+
+            if (hard_delete) {
+              await this.axiosInstance.delete(`/api/card/${card_id}`);
+              await logResponse('delete_card', request.params?.arguments, { card_id, deleted: true });
+              return {
+                content: [{
+                  type: "text",
+                  text: `Card ${card_id} permanently deleted.`
+                }]
+              };
+            } else {
+              // Soft delete (archive)
+              const response = await this.axiosInstance.put(`/api/card/${card_id}`, { archived: true });
+              await logResponse('delete_card', request.params?.arguments, response.data);
+              return {
+                content: [{
+                  type: "text",
+                  text: formatGenericResponse('Archive Card', response.data, METABASE_URL)
+                }]
+              };
+            }
+          }
+
+          case "create_dashboard": {
+            const { name, description, parameters, collection_id } = request.params?.arguments || {};
+            if (!name) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Missing required field for create_dashboard: name"
+              );
+            }
+            const createDashboardBody: any = { name };
+            if (description !== undefined) createDashboardBody.description = description;
+            if (parameters !== undefined) createDashboardBody.parameters = parameters;
+            if (collection_id !== undefined) createDashboardBody.collection_id = collection_id;
+
+            const response = await this.axiosInstance.post('/api/dashboard', createDashboardBody);
+            await logResponse('create_dashboard', request.params?.arguments, response.data);
+
+            return {
+              content: [{
+                type: "text",
+                text: formatGenericResponse('Create Dashboard', response.data, METABASE_URL)
+              }]
+            };
+          }
+
+          case "update_dashboard": {
+            const { dashboard_id, ...updateFields } = request.params?.arguments || {};
+            if (!dashboard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Dashboard ID is required for update_dashboard"
+              );
+            }
+            if (Object.keys(updateFields).length === 0) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "No fields provided for update_dashboard"
+              );
+            }
+            const response = await this.axiosInstance.put(`/api/dashboard/${dashboard_id}`, updateFields);
+            await logResponse('update_dashboard', request.params?.arguments, response.data);
+
+            return {
+              content: [{
+                type: "text",
+                text: formatGenericResponse('Update Dashboard', response.data, METABASE_URL)
+              }]
+            };
+          }
+
+          case "delete_dashboard": {
+            const { dashboard_id, hard_delete = false } = request.params?.arguments || {};
+            if (!dashboard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Dashboard ID is required for delete_dashboard"
+              );
+            }
+
+            if (hard_delete) {
+              await this.axiosInstance.delete(`/api/dashboard/${dashboard_id}`);
+              await logResponse('delete_dashboard', request.params?.arguments, { dashboard_id, deleted: true });
+              return {
+                content: [{
+                  type: "text",
+                  text: `Dashboard ${dashboard_id} permanently deleted.`
+                }]
+              };
+            } else {
+              // Soft delete (archive)
+              const response = await this.axiosInstance.put(`/api/dashboard/${dashboard_id}`, { archived: true });
+              await logResponse('delete_dashboard', request.params?.arguments, response.data);
+              return {
+                content: [{
+                  type: "text",
+                  text: formatGenericResponse('Archive Dashboard', response.data, METABASE_URL)
+                }]
+              };
+            }
+          }
+
+          case "add_card_to_dashboard": {
+            const { dashboard_id, card_id, size_x = 4, size_y = 3, row = 0, col = 0, dashboard_tab_id } = request.params?.arguments || {};
+            if (!dashboard_id || !card_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Both dashboard_id and card_id are required"
+              );
+            }
+            // Since Metabase 0.47+, POST /dashboard/:id/cards was removed.
+            // Must use PUT /dashboard/:id with dashcards array. Negative ID = new card.
+            // First get existing dashboard to preserve existing cards
+            const dashboardResponse = await this.axiosInstance.get(`/api/dashboard/${dashboard_id}`);
+            const existingDashcards =
+              dashboardResponse.data?.ordered_cards ??
+              dashboardResponse.data?.dashcards ??
+              dashboardResponse.data?.cards ??
+              [];
+            const dashTabs = dashboardResponse.data.tabs || [];
+
+            // Resolve tab ID: use provided value, or auto-select first tab for tabbed dashboards
+            let resolvedTabId = dashboard_tab_id ?? null;
+            let tabNote = '';
+            if (dashTabs.length > 0 && resolvedTabId === null) {
+              resolvedTabId = dashTabs[0].id;
+              tabNote = `\n\n**Note**: No dashboard_tab_id was provided. Card was automatically added to the first tab "${dashTabs[0].name || 'Tab ' + dashTabs[0].id}" (ID: ${resolvedTabId}).`;
+            }
+
+            // Add new card with negative ID (signals creation)
+            const newDashcard: any = {
+              id: -1,
+              card_id: card_id,
+              size_x,
+              size_y,
+              row,
+              col,
+              parameter_mappings: []
+            };
+            if (resolvedTabId !== null) {
+              newDashcard.dashboard_tab_id = resolvedTabId;
+            }
+
+            const putBody: any = {
+              dashcards: [...existingDashcards, newDashcard]
+            };
+            if (dashTabs.length > 0) {
+              putBody.tabs = dashTabs;
+            }
+
+            const response = await this.axiosInstance.put(`/api/dashboard/${dashboard_id}`, putBody);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2) + tabNote
+              }]
+            };
+          }
+
+          case "list_collections": {
+            const namespace = request.params?.arguments?.namespace;
+            const url = namespace ? `/api/collection?namespace=${namespace}` : '/api/collection';
+            const response = await this.axiosInstance.get(url);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "create_collection": {
+            const { name, description, color, parent_id } = request.params?.arguments || {};
+            if (!name) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Collection name is required"
+              );
+            }
+            const collectionData: any = { name };
+            if (description) collectionData.description = description;
+            if (color) collectionData.color = color;
+            if (parent_id) collectionData.parent_id = parent_id;
+
+            const response = await this.axiosInstance.post('/api/collection', collectionData);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "update_collection": {
+            const { collection_id, ...updateFields } = request.params?.arguments || {};
+            if (!collection_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Collection ID is required"
+              );
+            }
+            const response = await this.axiosInstance.put(`/api/collection/${collection_id}`, updateFields);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "list_permission_groups": {
+            this.logInfo('Fetching permission groups...');
+            const response = await this.axiosInstance.get('/api/permissions/group');
+            this.logInfo('Permission groups response', { status: response.status, data: response.data });
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data || [], null, 2)
+              }]
+            };
+          }
+
+          case "create_permission_group": {
+            const { name } = request.params?.arguments || {};
+            if (!name) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Group name is required"
+              );
+            }
+            const response = await this.axiosInstance.post('/api/permissions/group', { name });
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "delete_permission_group": {
+            const { group_id } = request.params?.arguments || {};
+            if (!group_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Group ID is required"
+              );
+            }
+            await this.axiosInstance.delete(`/api/permissions/group/${group_id}`);
+            return {
+              content: [{
+                type: "text",
+                text: `Permission group ${group_id} deleted successfully.`
+              }]
+            };
+          }
+
+          case "get_collection_permissions": {
+            const response = await this.axiosInstance.get('/api/collection/graph');
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "update_collection_permissions": {
+            const { group_id, collection_id, permission } = request.params?.arguments || {};
+            if (!group_id || collection_id === undefined || !permission) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "group_id, collection_id, and permission are all required"
+              );
+            }
+            // First get current graph
+            const graphResponse = await this.axiosInstance.get('/api/collection/graph');
+            const graph = graphResponse.data as { groups: Record<string, Record<string, string>>, revision: number };
+
+            // Update the specific permission
+            const collKey = collection_id === 0 ? 'root' : String(collection_id);
+            const groupKey = String(group_id);
+            if (!graph.groups[groupKey]) {
+              graph.groups[groupKey] = {};
+            }
+            graph.groups[groupKey][collKey] = permission as string;
+
+            // PUT the updated graph
+            const response = await this.axiosInstance.put('/api/collection/graph', graph);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "add_user_to_group": {
+            const { group_id, user_id } = request.params?.arguments || {};
+            if (!group_id || !user_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Both group_id and user_id are required"
+              );
+            }
+            const response = await this.axiosInstance.post('/api/permissions/membership', {
+              group_id,
+              user_id
+            });
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "list_users": {
+            const response = await this.axiosInstance.get('/api/user');
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "create_user": {
+            const { first_name, last_name, email, password, group_ids } = request.params?.arguments || {};
+            if (!first_name || !last_name || !email) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "first_name, last_name, and email are required"
+              );
+            }
+            const userData: any = { first_name, last_name, email };
+            if (password) userData.password = password;
+            if (group_ids) userData.group_ids = group_ids;
+
+            const response = await this.axiosInstance.post('/api/user', userData);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "update_user": {
+            const { user_id, ...updateFields } = request.params?.arguments || {};
+            if (!user_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "user_id is required"
+              );
+            }
+            if (Object.keys(updateFields).length === 0) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "No fields provided for update"
+              );
+            }
+            const response = await this.axiosInstance.put(`/api/user/${user_id}`, updateFields);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "disable_user": {
+            const { user_id } = request.params?.arguments || {};
+            if (!user_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "user_id is required"
+              );
+            }
+            // Metabase uses DELETE on /api/user/:id to deactivate (not permanently delete)
+            await this.axiosInstance.delete(`/api/user/${user_id}`);
+            return {
+              content: [{
+                type: "text",
+                text: `User ${user_id} has been disabled/deactivated.`
+              }]
+            };
+          }
+
+          case "remove_user_from_group": {
+            const { membership_id } = request.params?.arguments || {};
+            if (!membership_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "membership_id is required"
+              );
+            }
+            await this.axiosInstance.delete(`/api/permissions/membership/${membership_id}`);
+            return {
+              content: [{
+                type: "text",
+                text: `Membership ${membership_id} removed successfully.`
+              }]
+            };
+          }
+
+          case "get_user": {
+            const { user_id } = request.params?.arguments || {};
+            if (!user_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "user_id is required"
+              );
+            }
+            const response = await this.axiosInstance.get(`/api/user/${user_id}`);
             return {
               content: [{
                 type: "text",
@@ -507,7 +1513,164 @@ class MetabaseServer {
               }]
             };
           }
-          
+
+          case "get_dashboard": {
+            const { dashboard_id } = request.params?.arguments || {};
+            if (!dashboard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Dashboard ID is required"
+              );
+            }
+            const response = await this.axiosInstance.get(`/api/dashboard/${dashboard_id}`);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "list_dashboard_tabs": {
+            const { dashboard_id } = request.params?.arguments || {};
+            if (!dashboard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Dashboard ID is required"
+              );
+            }
+            const response = await this.axiosInstance.get(`/api/dashboard/${dashboard_id}`);
+            const tabs = response.data?.tabs ?? [];
+            await logResponse('list_dashboard_tabs', request.params?.arguments, tabs);
+
+            if (!Array.isArray(tabs) || tabs.length === 0) {
+              return {
+                content: [{
+                  type: "text",
+                  text: "This dashboard has no tabs."
+                }]
+              };
+            }
+
+            let output = `# Dashboard Tabs (${tabs.length} total)\n\n`;
+            output += "| Tab ID | Name | Position |\n";
+            output += "|---|---|---|\n";
+            tabs.forEach((tab: any, index: number) => {
+              output += `| ${tab.id} | ${tab.name || 'Untitled'} | ${tab.position ?? index} |\n`;
+            });
+
+            return {
+              content: [{
+                type: "text",
+                text: output
+              }]
+            };
+          }
+
+          case "update_dashboard_cards": {
+            const { dashboard_id, cards } = request.params?.arguments || {};
+            if (!dashboard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Dashboard ID is required"
+              );
+            }
+            if (!cards || !Array.isArray(cards)) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Cards array is required"
+              );
+            }
+            // Fetch existing dashboard to get tabs
+            const dashboardResponse = await this.axiosInstance.get(`/api/dashboard/${dashboard_id}`);
+            const dashTabs = dashboardResponse.data?.tabs ?? [];
+
+            const putBody: any = {
+              dashcards: cards
+            };
+            if (dashTabs.length > 0) {
+              putBody.tabs = dashTabs;
+            }
+
+            const response = await this.axiosInstance.put(`/api/dashboard/${dashboard_id}`, putBody);
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
+          case "remove_card_from_dashboard": {
+            const { dashboard_id, dashcard_id } = request.params?.arguments || {};
+            if (!dashboard_id || !dashcard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Both dashboard_id and dashcard_id are required"
+              );
+            }
+            // Since Metabase 0.47+, DELETE endpoint was removed.
+            // Must use PUT with dashcards array, omitting the card to delete.
+            const dashboardResponse = await this.axiosInstance.get(`/api/dashboard/${dashboard_id}`);
+            const existingDashcards =
+              dashboardResponse.data?.ordered_cards ??
+              dashboardResponse.data?.dashcards ??
+              dashboardResponse.data?.cards ??
+              [];
+            const dashTabs = dashboardResponse.data.tabs || [];
+            const filteredDashcards = existingDashcards.filter((dc: any) => dc.id !== dashcard_id);
+
+            if (filteredDashcards.length === existingDashcards.length) {
+              return {
+                content: [{
+                  type: "text",
+                  text: `Dashcard ${dashcard_id} not found on dashboard ${dashboard_id}`
+                }],
+                isError: true
+              };
+            }
+
+            const putBody: any = {
+              dashcards: filteredDashcards
+            };
+            if (dashTabs.length > 0) {
+              putBody.tabs = dashTabs;
+            }
+
+            await this.axiosInstance.put(`/api/dashboard/${dashboard_id}`, putBody);
+            return {
+              content: [{
+                type: "text",
+                text: `Dashcard ${dashcard_id} removed from dashboard ${dashboard_id}`
+              }]
+            };
+          }
+
+          case "add_dashboard_filter": {
+            const { dashboard_id, parameters } = request.params?.arguments || {};
+            if (!dashboard_id) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Dashboard ID is required"
+              );
+            }
+            if (!parameters || !Array.isArray(parameters)) {
+              throw new McpError(
+                ErrorCode.InvalidParams,
+                "Parameters array is required"
+              );
+            }
+            const response = await this.axiosInstance.put(`/api/dashboard/${dashboard_id}`, {
+              parameters
+            });
+            return {
+              content: [{
+                type: "text",
+                text: JSON.stringify(response.data, null, 2)
+              }]
+            };
+          }
+
           default:
             return {
               content: [
diff --git a/src/response-logger.ts b/src/response-logger.ts
new file mode 100644
index 0000000..117f6c2
--- /dev/null
+++ b/src/response-logger.ts
@@ -0,0 +1,56 @@
+/**
+ * Response logger for Metabase MCP server
+ * Saves full JSON responses for inspection and debugging
+ */
+
+import * as fs from 'fs';
+import * as path from 'path';
+import { fileURLToPath } from 'url';
+
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = path.dirname(__filename);
+
+const RESPONSE_LOG_PATH = path.join(__dirname, '..', '.last-response.json');
+
+interface LoggedResponse {
+  timestamp: string;
+  tool: string;
+  request: any;
+  response: any;
+}
+
+/**
+ * Log full response to .last-response.json, for local inspection/debugging.
+ * Off by default since requests/responses can contain sensitive data (e.g.
+ * raw SQL text, query results) — set METABASE_MCP_LOG_RESPONSES=true to enable.
+ */
+export async function logResponse(
+  toolName: string,
+  requestParams: any,
+  responseData: any
+): Promise<void> {
+  if (process.env.METABASE_MCP_LOG_RESPONSES !== 'true') {
+    return;
+  }
+
+  try {
+    const logEntry: LoggedResponse = {
+      timestamp: new Date().toISOString(),
+      tool: toolName,
+      request: requestParams || {},
+      response: responseData
+    };
+
+    const jsonData = JSON.stringify(logEntry, null, 2);
+
+    // Write asynchronously but don't await to avoid blocking the response
+    fs.writeFile(RESPONSE_LOG_PATH, jsonData, 'utf8', (err) => {
+      if (err) {
+        console.error('Failed to write response log:', err);
+      }
+    });
+  } catch (error) {
+    // Log error but don't throw - response logging should never block the main operation
+    console.error('Error in logResponse:', error);
+  }
+}
diff --git a/test/formatters.test.js b/test/formatters.test.js
new file mode 100644
index 0000000..30bf1e3
--- /dev/null
+++ b/test/formatters.test.js
@@ -0,0 +1,29 @@
+import test from 'node:test';
+import assert from 'node:assert/strict';
+
+import { formatGenericResponse } from '../build/formatters.js';
+
+test('adds question URL for card operations', () => {
+  const result = formatGenericResponse('Create Card', { id: 42, name: 'Revenue' }, 'https://mb.example.com');
+
+  assert.match(result, /\*\*URL\*\*: https:\/\/mb\.example\.com\/question\/42/);
+});
+
+test('adds dashboard URL for dashboard operations', () => {
+  const result = formatGenericResponse('Update Dashboard', { id: 7, name: 'Overview' }, 'https://mb.example.com');
+
+  assert.match(result, /\*\*URL\*\*: https:\/\/mb\.example\.com\/dashboard\/7/);
+});
+
+test('normalizes trailing slash in base URL', () => {
+  const result = formatGenericResponse('Create Card', { id: 99, name: 'Users' }, 'https://mb.example.com/');
+
+  assert.doesNotMatch(result, /\/\/question\/99/);
+  assert.match(result, /\*\*URL\*\*: https:\/\/mb\.example\.com\/question\/99/);
+});
+
+test('does not add URL when id is missing', () => {
+  const result = formatGenericResponse('Create Card', { name: 'No ID' }, 'https://mb.example.com');
+
+  assert.doesNotMatch(result, /\*\*URL\*\*:/);
+});