1. Installation
go get github.com/jonwraymond/toolops@latest
2. Observability Middleware
import (
"context"
"log"
"github.com/jonwraymond/toolops/observe"
)
obs, err := observe.NewObserver(context.Background(), observe.Config{
ServiceName: "metatools-mcp",
Tracing: observe.TracingConfig{Enabled: true, Exporter: "otlp"},
Metrics: observe.MetricsConfig{Enabled: true, Exporter: "prometheus"},
Logging: observe.LoggingConfig{Enabled: true, Level: "info"},
})
if err != nil {
log.Fatal(err)
}
defer obs.Shutdown(context.Background())
mw, _ := observe.MiddlewareFromObserver(obs)
wrapped := mw.Wrap(func(ctx context.Context, tool observe.ToolMeta, input any) (any, error) {
return map[string]any{"ok": true}, nil
})
_, _ = wrapped(context.Background(), observe.ToolMeta{Name: "echo"}, map[string]any{"msg": "hi"})
3. Caching with Policies
import (
"context"
"github.com/jonwraymond/toolops/cache"
)
policy := cache.DefaultPolicy()
c := cache.NewMemoryCache(policy)
keyer := cache.NewDefaultKeyer()
mw := cache.NewCacheMiddleware(c, keyer, policy, nil)
_, _ = mw.Execute(context.Background(), "github:list_issues", map[string]any{"repo": "toolops"}, []string{"issues"},
func(ctx context.Context, toolID string, input any) ([]byte, error) {
return []byte("{\"ok\":true}"), nil
})
4. Authentication + Authorization
import (
"context"
"github.com/jonwraymond/toolops/auth"
)
authenticator := auth.NewAPIKeyAuthenticator(auth.APIKeyConfig{
Header: "X-API-Key",
Keys: map[string]string{"dev-key": "developer"},
})
authorizer := auth.NewSimpleRBACAuthorizer(auth.RBACConfig{
DefaultRole: "reader",
Roles: map[string]auth.RoleConfig{
"reader": {AllowedTools: []string{"github:*"}, AllowedActions: []string{"list"}},
},
})
req := &auth.AuthRequest{Headers: map[string][]string{"X-API-Key": {"dev-key"}}}
result, _ := authenticator.Authenticate(context.Background(), req)
if result != nil && result.Identity != nil {
_ = authorizer.Authorize(context.Background(), &auth.AuthzRequest{
Subject: result.Identity,
Resource: "tool:github:list_issues",
Action: "list",
})
}
5. Health Checks
import (
"context"
"github.com/jonwraymond/toolops/health"
)
agg := health.NewAggregator()
agg.Register("memory", health.NewMemoryChecker(health.MemoryCheckerConfig{
WarningThreshold: 0.80,
CriticalThreshold: 0.95,
}))
results := agg.CheckAll(context.Background())
overall := agg.OverallStatus(results)
_ = overall
6. Resilience Patterns
import (
"context"
"time"
"github.com/jonwraymond/toolops/resilience"
)
executor := resilience.NewExecutor(
resilience.WithRetry(resilience.NewRetry(resilience.RetryConfig{
MaxAttempts: 3,
})),
resilience.WithTimeout(2*time.Second),
)
_ = executor.Execute(context.Background(), func(ctx context.Context) error {
return nil
})
Next Steps
- Combine
observe + cache + resilience in a middleware chain. - Use
auth + health to harden MCP endpoints. - Review the Examples page for runnable snippets.