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For example, to use MCP's example [filesystem server](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem):\n\n```ts\nimport { genkit } from 'genkit';\nimport { mcpClient } from 'genkitx-mcp';\n\n// the filesystem server requires one or more allowed directories\nconst ALLOWED_DIRS = ['/Users/yourusername/Desktop'];\n\nconst filesystemClient = mcpClient({\n  name: 'filesystem',\n  serverProcess: {\n    command: 'npx',\n    args: ['-y', '@modelcontextprotocol/server-everything', ...ALLOWED_DIRS],\n  },\n});\n\nconst ai = genkit({\n  plugins: [\n    filesystemClient /* ... other plugins such as model providers ...*/,\n  ],\n});\n```\n\nMost MCP servers are built to run as spawned processes on the same machine using the `stdio` transport. When you supply the `serverProcess` option, you are specifying the command, arguments, and environment variables for spawning the server as a subprocess.\n\n### mcpClient() Options\n\n- **`name`**: (required) The name for this client, which namespaces its tools and prompts.\n- **`version`**: (optional) The client's version number. Defaults to \"1.0.0\".\n- You must supply one of:\n  - **`serverProcess`**: Parameters for launching a local server process using the stdio MCP transport.\n    - **`command`**: Shell command path for launching the MCP server. Can be e.g. `npx` or `uvx` to download and run the server from a package manager.\n    - **`args`**: (optional) Array of string arguments to pass to the command.\n    - **`env`**: (optional) Key value object of environment variables to pass to the command.\n  - **`serverUrl`**: The URL of a remote server to connect to using the SSE MCP transport.\n  - **`serverWebsocketUrl`: The URL of a remote server to connect to using the WebSocket MCP transport.\n  - **`transport`**: An existing MCP transport object for connecting to the server.\n- **`rawToolResponses`**: (optional) A boolean flag. If `true`, tool responses are returned in their raw MCP format; otherwise, they are processed for Genkit compatibility.\n\n### Using MCP Actions\n\nThe Genkit MCP client automatically discovers available tools and prompts and registers them with Genkit making them available anywhere other tools and prompts can be used. To access resources, special `list_resources` and `read_resource` tools are registered that will access resources for the server.\n\nAll MCP actions are namespaced under the name you supply, so a client called `filesystem` will register tools such as `filesystem/read_file`.\n\n### Tool Responses\n\nMCP tools return a `content` array as opposed to a structured response like most Genkit tools. The Genkit MCP plugin attempts to parse and coerce returned content:\n\n1. If content is text and valid JSON, the JSON is parsed and returned.\n2. If content is text and not valid JSON, the text is returned.\n3. If content has a single non-text part, it is returned.\n4. If content has multiple/mixed parts, the full content response is returned.\n\n## MCP Server\n\nYou can also expose all of the tools and prompts from a Genkit instance as an MCP server:\n\n```ts\nimport { genkit, z } from 'genkit';\nimport { mcpServer } from 'genkitx-mcp';\n\nconst ai = genkit({});\n\nai.defineTool(\n  {\n    name: 'add',\n    description: 'add two numbers together',\n    inputSchema: z.object({ a: z.number(), b: z.number() }),\n    outputSchema: z.number(),\n  },\n  async ({ a, b }) => {\n    return a + b;\n  }\n);\n\nai.definePrompt(\n  {\n    name: \"happy\",\n    description: \"everybody together now\",\n    input: {\n      schema: z.object({\n        action: z.string().default(\"clap your hands\").optional(),\n      }),\n    },\n  },\n  `If you're happy and you know it, {{action}}.`\n);\n\nmcpServer(ai, { name: 'example_server', version: '0.0.1' }).start();\n```\n\nThe above will start up an MCP server with the stdio transport that exposes a tool called `add` and a prompt called `happy`. To start the server with a different transport, use `mcpServer(...).start(otherTransport)`.\n\n### Known Limitations\n\n- MCP prompts are only able to take string parameters, so inputs to schemas must be objects with only string property values.\n- MCP prompts only support `user` and `model` messages. `system` messages are not supported.\n- MCP prompts only support a single \"type\" within a message so you can't mix media and text in the same message.\n\n### Testing your MCP server\n\nYou can test your MCP server using the official inspector. For example, if your server code compiled into `dist/index.js`, you could run:\n\n    npx @modelcontextprotocol/inspector dist/index.js\n\nOnce you start the inspector, you can list prompts and actions and test them out manually.\n","readmeFilename":"README.md"}