ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
npx ecc-install --profile fullThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
npx ecc-install --profile fullFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
npx n8nAn open-source AI agent that brings the power of Gemini directly into your terminal.
npx @google/gemini-cli4780 GitHub stars recorded
Several third party Go MCP SDKs inspired the development and design of this official SDK, and continue to be viable alternatives, notably mcp-go, originally authored by Ed Zynda. We are grateful to Ed as well as the other contributors to mcp-go, and to authors and contributors of other SDKs such as mcp-golang and go-mcp. Thanks to their work, there is a thriving ecosystem of Go MCP clients and servers.
To get started creating an MCP server, create an mcp.Server instance, add
features to it, and then run it over an mcp.Transport. For example, this
server adds a single simple tool, and then connects it to clients over
stdin/stdout:
package main
import (
"context"
"log"
"github.com/modelcontextprotocol/go-sdk/mcp"
)
type Input struct {
Name string `json:"name" jsonschema:"the name of the person to greet"`
}
type Output struct {
Greeting string `json:"greeting" jsonschema:"the greeting to tell to the user"`
}
func SayHi(ctx context.Context, req *mcp.CallToolRequest, input Input) (
*mcp.CallToolResult,
Output,
error,
) {
return nil, Output{Greeting: "Hi " + input.Name}, nil
}
func main() {
// Create a server with a single tool.
server := mcp.NewServer(&mcp.Implementation{Name: "greeter", Version: "v1.0.0"}, nil)
mcp.AddTool(server, &mcp.Tool{Name: "greet", Description: "say hi"}, SayHi)
// Run the server over stdin/stdout, until the client disconnects.
if err := server.Run(context.Background(), &mcp.StdioTransport{}); err != nil {
log.Fatal(err)
}
}
To communicate with that server, create an mcp.Client and connect it to the
corresponding server, by running the server command and communicating over its
stdin/stdout:
package main
import (
"context"
"log"
"os/exec"
"github.com/modelcontextprotocol/go-sdk/mcp"
)
func main() {
ctx := context.Background()
// Create a new client, with no features.
client := mcp.NewClient(&mcp.Implementation{Name: "mcp-client", Version: "v1.0.0"}, nil)
// Connect to a server over stdin/stdout.
transport := &mcp.CommandTransport{Command: exec.Command("myserver")}
session, err := client.Connect(ctx, transport, nil)
if err != nil {
log.Fatal(err)
}
defer session.Close()
// Call a tool on the server.
params := &mcp.CallToolParams{
Name: "greet",
Arguments: map[string]any{"name": "you"},
}
res, err := session.CallTool(ctx, params)
if err != nil {
log.Fatalf("CallTool failed: %v", err)
}
if res.IsError {
log.Fatal("tool failed")
}
for _, c := range res.Content {
log.Print(c.(*mcp.TextContent).Text)
}
}
The examples/ directory contains more example clients and
servers.