Add example for MCP servers embedded inside a CLI tool and update example validator count. ## Motivation and Context Document how to model CLI-embedded MCP servers using existing packages/arguments, per discussion [#274](https://github.com/modelcontextprotocol/registry/discussions/274). No schema changes. ## How Has This Been Tested? - Ran validators: schemas valid; 11/11 examples pass. - Scripts: ./tools/validate-schemas.sh, ./tools/validate-examples.sh ## Breaking Changes None. ## Types of changes - [ ] Bug fix (non-breaking change which fixes an issue) - [ ] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to change) - [x] Documentation update ## Checklist - [x] I have read the [MCP Documentation](https://modelcontextprotocol.io) - [x] My code follows the repository's style guidelines - [x] New and existing tests pass locally - [ ] I have added appropriate error handling - [x] I have added or updated documentation as needed ## Additional context Startup reference: [Agentic integrations - Snyk MCP Server](https://docs.snyk.io/integrations/developer-guardrails-for-agentic-workflows) --------- Co-authored-by: Adam Jones <adamj@anthropic.com> Co-authored-by: adam jones <adamj+git@anthropic.com>
211 lines
6.2 KiB
Go
211 lines
6.2 KiB
Go
// validate-examples validates JSON examples in docs/server-json/examples.md
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// against both schema.json and registry-schema.json.
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//
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// For more information, see docs/server-json/README.md
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package main
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import (
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"bytes"
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"encoding/json"
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"fmt"
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"log"
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"os"
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"path/filepath"
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"regexp"
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"strings"
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"github.com/modelcontextprotocol/registry/internal/validators"
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apiv0 "github.com/modelcontextprotocol/registry/pkg/api/v0"
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jsonschema "github.com/santhosh-tekuri/jsonschema/v5"
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)
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const (
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// expectedExampleCount is the number of JSON examples we expect to find in examples.md
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// IMPORTANT: Only change this count if you have intentionally added or removed examples
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// from the examples.md file. This check prevents accidental formatting changes from
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// causing examples to be skipped during validation.
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expectedExampleCount = 12
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)
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func main() {
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log.SetFlags(0) // Remove timestamp from logs
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if err := runValidation(); err != nil {
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log.Fatalf("Error: %v", err)
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}
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}
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func runValidation() error {
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basePath := filepath.Join("docs", "server-json")
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examplesPath := filepath.Join(basePath, "examples.md")
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schemaPath := filepath.Join(basePath, "server.schema.json")
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registrySchemaPath := filepath.Join(basePath, "registry-schema.json")
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examples, err := extractExamples(examplesPath)
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if err != nil {
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return fmt.Errorf("failed to extract examples: %w", err)
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}
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log.Printf("Found %d examples in examples.md\n", len(examples))
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if len(examples) != expectedExampleCount {
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return fmt.Errorf("expected %d examples but found %d - if this is intentional, update expectedExampleCount in %s",
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expectedExampleCount, len(examples), "tools/validate-examples/main.go")
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}
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log.Println()
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baseSchema, err := compileSchema(schemaPath)
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if err != nil {
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return fmt.Errorf("failed to compile server.schema.json: %w", err)
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}
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registrySchema, err := compileSchema(registrySchemaPath)
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if err != nil {
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return fmt.Errorf("failed to compile registry-schema.json: %w", err)
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}
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validatedCount := 0
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for i, example := range examples {
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log.Printf("Example %d:", i+1)
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if validateExample(example, baseSchema, registrySchema) {
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validatedCount++
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}
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log.Println()
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}
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if validatedCount != expectedExampleCount {
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return fmt.Errorf("validation failed: expected %d examples to pass all validations but only %d did",
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expectedExampleCount, validatedCount)
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}
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log.Printf("Successfully validated all %d examples!", validatedCount)
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return nil
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}
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func validateExample(ex example, baseSchema, registrySchema *jsonschema.Schema) bool {
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var data any
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if err := json.Unmarshal([]byte(ex.content), &data); err != nil {
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log.Printf(" ❌ Invalid JSON: %v", err)
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return false
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}
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// Extract server portion if this is a PublishRequest format
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serverData := data
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publishRequestValid := true
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if dataMap, ok := data.(map[string]any); ok {
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if server, exists := dataMap["server"]; exists {
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// This is a PublishRequest format - validate only expected properties exist
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for key := range dataMap {
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if key != "server" && key != "x-publisher" {
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log.Printf(" Invalid PublishRequest property: ❌ %s (only 'server' and optional 'x-publisher' are allowed)", key)
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publishRequestValid = false
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}
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}
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serverData = server
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}
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}
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baseValid := validateAgainstSchema(serverData, baseSchema, "server.schema.json")
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registryValid := validateAgainstSchema(serverData, registrySchema, "registry-schema.json")
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goValidatorValid := validateWithObjectValidator(serverData)
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// Only count as validated if all validations passed
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return publishRequestValid && baseValid && registryValid && goValidatorValid
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}
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func validateAgainstSchema(data any, schema *jsonschema.Schema, schemaName string) bool {
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if err := schema.Validate(data); err != nil {
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log.Printf(" Validating against %s: ❌", schemaName)
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log.Printf(" Error: %v", err)
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return false
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}
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log.Printf(" Validating against %s: ✅", schemaName)
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return true
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}
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func validateWithObjectValidator(serverData any) bool {
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var serverDetail apiv0.ServerJSON
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serverDataBytes, err := json.Marshal(serverData)
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if err != nil {
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log.Printf(" Validating with Go Validator: ❌")
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log.Printf(" Error marshaling server data: %v", err)
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return false
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}
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if err := json.Unmarshal(serverDataBytes, &serverDetail); err != nil {
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log.Printf(" Validating with Go Validator: ❌")
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log.Printf(" Error unmarshaling to ServerDetail: %v", err)
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return false
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}
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if err := validators.ValidateServerJSON(&serverDetail); err != nil {
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log.Printf(" Validating with Go Validator: ❌")
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log.Printf(" Error: %v", err)
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return false
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}
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log.Printf(" Validating with Go Validator: ✅")
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return true
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}
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type example struct {
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content string
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line int
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}
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func extractExamples(path string) ([]example, error) {
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data, err := os.ReadFile(path)
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if err != nil {
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return nil, err
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}
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content := string(data)
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// Regex to match JSON code blocks in markdown
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// Captures everything between ```json and ```
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re := regexp.MustCompile("(?s)```json\n(.*?)\n```")
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matches := re.FindAllStringSubmatchIndex(content, -1)
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var examples []example
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for _, match := range matches {
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if len(match) < 4 {
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// should never happen
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return nil, fmt.Errorf("invalid match - expected at least 4 indices but got %d", len(match))
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}
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start, end := match[2], match[3]
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// line numbers start at 1
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line := 1 + strings.Count(content[:start], "\n")
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examples = append(examples, example{
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content: content[start:end],
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line: line,
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})
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}
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return examples, nil
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}
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func compileSchema(path string) (*jsonschema.Schema, error) {
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compiler := jsonschema.NewCompiler()
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compiler.Draft = jsonschema.Draft7
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// For registry-schema.json, we need to register the base schema it references
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if strings.Contains(path, "registry-schema.json") {
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basePath := filepath.Join(filepath.Dir(path), "server.schema.json")
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baseData, err := os.ReadFile(basePath)
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if err != nil {
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return nil, fmt.Errorf("failed to read base schema: %w", err)
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}
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// Add the base schema to the compiler with the expected URL
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if err := compiler.AddResource("https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json", bytes.NewReader(baseData)); err != nil {
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return nil, fmt.Errorf("failed to add base schema resource: %w", err)
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}
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}
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return compiler.Compile(path)
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}
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