429 lines
20 KiB
Markdown
429 lines
20 KiB
Markdown
# Support for MCP server features
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%toc
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## Prompts
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MCP servers can provide LLM prompt templates (called simply
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[_prompts_](https://modelcontextprotocol.io/specification/2025-06-18/server/prompts))
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to clients. Every prompt has a required name which identifies it, and a set of
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named arguments, which are strings.
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**Client-side**: To list the server's prompts, use the
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[`ClientSession.Prompts`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Prompts)
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iterator, or the lower-level
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[`ClientSession.ListPrompts`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.ListPrompts)
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(see [pagination](#pagination) below). Set
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[`ClientOptions.PromptListChangedHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientOptions.PromptListChangedHandler)
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to be notified of changes in the list of prompts.
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Call
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[`ClientSession.GetPrompt`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.GetPrompt)
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to retrieve a prompt by name, providing arguments for expansion.
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**Server-side**: Use
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[`Server.AddPrompt`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#Server.AddPrompt)
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to add a prompt to the server along with its handler.
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The server will have the `prompts` capability if any prompt is added before the
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server is connected to a client, or if
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[`ServerOptions.HasPrompts`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerOptions.HasPrompts)
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is explicitly set. When a prompt is added, any clients already connected to the
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server will be notified via a `notifications/prompts/list_changed`
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notification.
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%include ../../mcp/server_example_test.go prompts -
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## Resources
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In MCP terms, a _resource_ is some data referenced by a URI.
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MCP servers can serve resources to clients.
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They can register resources individually, or register a _resource template_
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that uses a URI pattern to describe a collection of resources.
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**Client-side**:
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Call [`ClientSession.ReadResource`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.ReadResource)
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to read a resource.
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The SDK ensures that a read succeeds only if the URI matches a registered resource exactly,
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or matches the URI pattern of a resource template.
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To list a server's resources and resource templates, use the
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[`ClientSession.Resources`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Resources)
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and
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[`ClientSession.ResourceTemplates`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.ResourceTemplates)
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iterators, or the lower-level `ListXXX` calls (see [pagination](#pagination)).
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Set
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[`ClientOptions.ResourceListChangedHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientOptions.ResourceListChangedHandler)
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to be notified of changes in the lists of resources or resource templates.
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Clients can be notified when the contents of a resource changes by subscribing to the resource's URI.
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Call
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[`ClientSession.Subscribe`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Subscribe)
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to subscribe to a resource
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and
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[`ClientSession.Unsubscribe`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Unsubscribe)
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to unsubscribe.
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Set
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[`ClientOptions.ResourceUpdatedHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientOptions.ResourceUpdatedHandler)
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to be notified of changes to subscribed resources.
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**Server-side**:
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Use
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[`Server.AddResource`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#Server.AddResource)
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or
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[`Server.AddResourceTemplate`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#Server.AddResourceTemplate)
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to add a resource or resource template to the server along with its handler.
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A
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[`ResourceHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ResourceHandler)
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maps a URI to the contents of a resource, which can include text, binary data,
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or both.
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If `AddResource` or `AddResourceTemplate` is called before a server is connected, the server will have the
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`resources` capability.
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The server will have the `resources` capability if any resource or resource template is added before the
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server is connected to a client, or if
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[`ServerOptions.HasResources`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerOptions.HasResources)
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is explicitly set. When a prompt is added, any clients already connected to the
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server will be notified via a `notifications/resources/list_changed`
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notification.
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%include ../../mcp/server_example_test.go resources -
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## Tools
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MCP servers can provide
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[tools](https://modelcontextprotocol.io/specification/2025-06-18/server/tools)
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to allow clients to interact with external systems or functionality. Tools are
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effectively remote function calls, and the Go SDK provides mechanisms to bind
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them to ordinary Go functions.
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**Client-side**: To list the server's tools, use the
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[`ClientSession.Tools`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Tools)
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iterator, or the lower-level
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[`ClientSession.ListTools`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.ListTools)
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(see [pagination](#pagination)). Set
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[`ClientOptions.ToolListChangedHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientOptions.ToolListChangedHandler)
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to be notified of changes in the list of tools.
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To call a tool, use
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[`ClientSession.CallTool`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.CallTool)
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with `CallToolParams` holding the name and arguments of the tool to call.
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```go
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res, err := session.CallTool(ctx, &mcp.CallToolParams{
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Name: "my_tool",
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Arguments: map[string]any{"name": "user"},
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})
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```
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Arguments may be any value that can be marshaled to JSON.
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**Server-side**: the basic API for adding a tool is symmetrical with the API
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for prompts or resources:
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[`Server.AddTool`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#Server.AddTool)
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adds a
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[`Tool`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#Tool) to
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the server along with its
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[`ToolHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ToolHandler)
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to handle it. The server will have the `tools` capability if any tool is added
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before the server is connected to a client, or if
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[`ServerOptions.HasTools`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerOptions.HasPrompts)
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is explicitly set. When a tool is added, any clients already connected to the
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server will be notified via a `notifications/tools/list_changed` notification.
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However, the `Server.AddTool` API leaves it to the user to implement the tool
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handler correctly according to the spec, providing very little out of the box.
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In order to implement a tool, the user must do all of the following:
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- Provide a tool input and output schema.
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- Validate the tool arguments against its input schema.
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- Unmarshal the input schema into a Go value
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- Execute the tool logic.
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- Marshal the tool's structured output (if any) to JSON, and store it in the
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result's `StructuredOutput` field as well as the unstructured `Content` field.
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- Validate that output JSON against the tool's output schema.
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- If any tool errors occurred, pack them into the unstructured content and set
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`IsError` to `true.`
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For this reason, the SDK provides a generic
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[`AddTool`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#AddTool)
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function that handles this for you. It can bind a tool to any function with the
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following shape:
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```go
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func(_ context.Context, request *CallToolRequest, input In) (result *CallToolResult, output Out, _ error)
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```
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This is like a `ToolHandler`, but with an extra arbitrary `In` input parameter,
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and `Out` output parameter.
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Such a function can then be bound to the server using `AddTool`:
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```go
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mcp.AddTool(server, &mcp.Tool{Name: "my_tool"}, handler)
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```
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This does the following automatically:
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- If `Tool.InputSchema` is unset, the input schema is inferred from the `In`
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type, which must be a struct or map.
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- If `Tool.OutputSchema` is unset and the `Out` type is not `any`, the output
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schema is inferred from the `Out` type. Per SEP-2106, `Out` may be any Go
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type whose inferred schema is a valid JSON Schema (struct, map, slice,
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primitive, etc.).
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- Optional `jsonschema` struct tags provide argument and output descriptions.
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- Tool arguments are validated against the input schema.
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- Tool arguments are marshaled into the `In` value.
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- Tool output (the `Out` value) is marshaled into the result's
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`StructuredOutput`, as well as the unstructured `Content`.
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- Output is validated against the tool's output schema.
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- If an ordinary error is returned, it is stored int the `CallToolResult` and
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`IsError` is set to `true`.
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In fact, under ordinary circumstances, the user can ignore `CallToolRequest`
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and `CallToolResult`.
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For a more realistic example, consider a tool that retrieves the weather:
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%include ../../mcp/tool_example_test.go weathertool -
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In this case, we want to customize part of the inferred schema, though we can
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still infer the rest. Since we want to control the inference ourselves, we set
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the `Tool.InputSchema` explicitly:
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%include ../../mcp/tool_example_test.go customschemas -
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_See [mcp/tool_example_test.go](https://github.com/modelcontextprotocol/go-sdk/blob/main/mcp/tool_example_test.go) for the full
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example, or [examples/server/toolschemas](https://github.com/modelcontextprotocol/go-sdk/blob/main/examples/server/toolschemas/main.go)
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for more examples of customizing tool schemas._
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**Stateless server deployments:** Some deployments create a new
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[`Server`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#Server)
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for each incoming request, re-registering tools every time. To avoid repeated
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schema generation, create a
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[`SchemaCache`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#SchemaCache)
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and share it across server instances:
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```go
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var schemaCache = mcp.NewSchemaCache() // create once at startup
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func handleRequest(w http.ResponseWriter, r *http.Request) {
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s := mcp.NewServer(impl, &mcp.ServerOptions{SchemaCache: schemaCache})
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mcp.AddTool(s, myTool, myHandler)
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// ...
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}
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```
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## Multi Round-Trip Requests
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[SEP-2322](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2322)
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defines a new pattern for server-to-client requests (sampling, elicitation,
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roots). Instead of issuing a fresh JSON-RPC request mid-flight, the server
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returns an `InputRequiredResult` from its in-flight handler — the
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`InputRequests` field of `CallToolResult`, `GetPromptResult`, or
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`ReadResourceResult` carries the requests for additional information. The
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client responds by retrying the original call with `InputResponses` set.
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The SDK supports this pattern from both sides without requiring callers to
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choose:
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- **Returning input requests from a handler.** Set `InputRequests` on the
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result you return.
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Leave `Content` / `StructuredContent` empty — returning
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both at once is a server bug and the SDK returns `-32603 InternalError`.
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- **Calling the legacy APIs.** `ServerSession.Elicit`,
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`ServerSession.CreateMessage(WithTools)`, and `ServerSession.ListRoots`
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remain available and work for both new and legacy clients.
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### Talking to legacy clients
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The server installs `serverMultiRoundTripMiddleware` automatically. For
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clients on a protocol version earlier than `2026-07-28`, the middleware
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intercepts any `InputRequiredResult` your handler returns, fulfils each
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input request itself by calling the legacy server-initiated APIs
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(`Elicit`, `CreateMessage`, `ListRoots`), and re-invokes your handler
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exactly once with the responses already populated. This means a handler
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written in the MRTR style works against both old and new clients without
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code changes.
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### Example
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The following example shows a "greet" tool whose handler asks the user
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for their name via elicitation before producing the final greeting. The
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handler runs twice — once to issue the elicitation, once to consume the
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response — but the client call site sees a single `CallTool` returning the
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final result, because the SDK's MRTR middleware handles the round trip on
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either side of the wire (depending on the negotiated protocol version).
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%include ../../mcp/server_example_test.go mrtr -
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## Cacheable list results
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[SEP-2549](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2549)
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adds `ttlMs` and `cacheScope` fields to the results of `tools/list`,
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`prompts/list`, `resources/list`, `resources/templates/list`, and
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`resources/read`. Both fields complement existing list
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results: clients use `ttlMs` as a freshness hint to reduce polling,
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and `cacheScope` (`"public"` or `"private"`) controls whether shared
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intermediaries may cache the response.
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**Server-side defaults.** After paginating, the SDK sets `CacheScope = "public"`
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and leaves `TTLMs = 0` (which the client cache treats as "immediately
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stale"). A handler that wants its responses cached must set `TTLMs`
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explicitly on the returned result.
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```go
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mcp.AddTool(server, &mcp.Tool{Name: "expensive"}, func(...) (*mcp.CallToolResult, any, error) {
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// ...
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})
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// Override the default for tools/list:
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server.AddSendingMiddleware(func(next mcp.MethodHandler) mcp.MethodHandler {
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return func(ctx context.Context, method string, req mcp.Request) (mcp.Result, error) {
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res, err := next(ctx, method, req)
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if lr, ok := res.(*mcp.ListToolsResult); ok {
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lr.TTLMs = 30_000 // 30s cache freshness hint
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}
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return res, err
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}
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})
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```
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## Utilities
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### Completion
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To support the
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[completion](https://modelcontextprotocol.io/specification/2025-06-18/server/utilities/completion)
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capability, the server needs a completion handler.
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**Client-side**: completion is called using the
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[`ClientSession.Complete`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Complete)
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method.
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**Server-side**: completion is enabled by setting
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[`ServerOptions.CompletionHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerOptions.CompletionHandler).
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If this field is set to a non-nil value, the server will advertise the
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`completions` server capability, and use this handler to respond to completion
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requests.
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%include ../../examples/server/completion/main.go completionhandler -
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### Logging
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> **Note:** The logging feature is deprecated as of protocol version
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> 2026-07-28
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> ([SEP-2577](https://modelcontextprotocol.io/seps/2577-deprecate-roots-sampling-and-logging)).
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> It remains fully functional during the deprecation window (at least twelve
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> months). The SDK continues to support logging for compatibility. Servers
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> should migrate to stderr logging (for STDIO transports) or OpenTelemetry.
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MCP servers can send logging messages to MCP clients.
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(This form of logging is distinct from server-side logging, where the
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server produces logs that remain server-side, for use by server maintainers.)
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**Server-side**:
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The minimum log level is part of the server state.
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For stateful sessions, there is no default log level: no log messages will be sent
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until the client calls `SetLevel` (see below).
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For stateful sessions, the level defaults to "info".
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[`ServerSession.Log`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerSession.Log) is the low-level way for servers to log to clients.
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It sends a logging notification to the client if the level of the message
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is at least the minimum log level.
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For a simpler API, use [`NewLoggingHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#NewLoggingHandler) to obtain a [`slog.Handler`](https://pkg.go.dev/log/slog#Handler).
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By setting [`LoggingHandlerOptions.MinInterval`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#LoggingHandlerOptions.MinInterval), the handler can be rate-limited
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to avoid spamming clients with too many messages.
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Servers always report the logging capability.
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**Client-side**:
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Set [`ClientOptions.LoggingMessageHandler`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientOptions.LoggingMessageHandler) to receive log messages.
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Call [`ClientSession.SetLevel`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.SetLevel) to change the log level for a session.
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%include ../../mcp/server_example_test.go logging -
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## Capabilities
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Server capabilities are advertised to clients during the initialization
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handshake. By default, the SDK advertises only the `logging` capability.
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Additional capabilities are automatically added when features are registered
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(e.g., adding a tool adds the `tools` capability).
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### Capability inference
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When features such as tools, prompts, or resources are added to the server
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(e.g., via `Server.AddTool`), their capability is automatically inferred, with
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default value `{listChanged:true}`. Similarly, if the
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`ServerOptions.SubscribeHandler` or `ServerOptions.CompletionHandler` are set,
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the corresponding capability is added.
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### Explicit capabilities
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To explicitly declare capabilities, or to override the [default inferred
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capability](#capability-inference), set
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[`ServerOptions.Capabilities`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerOptions.Capabilities).
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This sets the default server capabilities, before any capabilities are added
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based on configured handlers. If a capability is already present as a field in
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`Capabilities`, adding a feature or handler will not change its configuration.
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This allows you to:
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- **Disable default capabilities**: Pass an empty `&ServerCapabilities{}` to
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disable all defaults, including logging.
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- **Disable listChanged notifications**: Set `ListChanged: false` on a
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capability to prevent the server from sending list-changed notifications
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when features are added or removed.
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- **Pre-declare capabilities**: Declare capabilities before features are
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registered, useful for servers that load features dynamically.
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```go
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// Disable listChanged notifications for tools
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server := mcp.NewServer(impl, &mcp.ServerOptions{
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Capabilities: &mcp.ServerCapabilities{
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Logging: &mcp.LoggingCapabilities{},
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Tools: &mcp.ToolCapabilities{ListChanged: false},
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},
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})
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```
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**Deprecated**: The `HasPrompts`, `HasResources`, and `HasTools` fields on
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`ServerOptions` are deprecated. Use `Capabilities` instead.
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### Extensions
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[SEP-2133](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2133)
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adds an `extensions` map to `ServerCapabilities` so that optional
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capabilities outside the core protocol can be declared on the wire. Keys
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are namespaced as `"{vendor-prefix}/{extension-name}"`; values are
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per-extension settings objects.
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### Pagination
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Server-side feature lists may be
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[paginated](https://modelcontextprotocol.io/specification/2025-06-18/server/utilities/pagination),
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using cursors. The SDK supports this by default.
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**Client-side**: The `ClientSession` provides methods returning
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[iterators](https://go.dev/blog/range-functions) for each feature type.
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These iterators are an `iter.Seq2[Feature, error]`, where the error value
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indicates whether page retrieval failed.
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- [`ClientSession.Prompts`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Prompts)
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iterates prompts.
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- [`ClientSession.Resource`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Resource)
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iterates resources.
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- [`ClientSession.ResourceTemplates`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.ResourceTemplates)
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iterates resource templates.
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|
- [`ClientSession.Tools`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ClientSession.Tools)
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|
iterates tools.
|
|
|
|
The `ClientSession` also exposes `ListXXX` methods for fine-grained control
|
|
over pagination.
|
|
|
|
**Server-side**: pagination is on by default, so in general nothing is required
|
|
server-side. However, you may use
|
|
[`ServerOptions.PageSize`](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk/mcp#ServerOptions.PageSize)
|
|
to customize the page size.
|