firebase · apascal07 · Sep 29, 2025 · Sep 25, 2025 · Sep 25, 2025 · Sep 25, 2025
diff --git a/go/plugins/googlegenai/gemini.go b/go/plugins/googlegenai/gemini.go
@@ -480,10 +480,10 @@ func toGeminiSchema(originalSchema map[string]any, genkitSchema map[string]any)
 		return nil, fmt.Errorf("schema type %q not allowed", genkitSchema["type"])
 	}
 	if v, ok := genkitSchema["required"]; ok {
-		schema.Required = castToStringArray(v.([]any))
+		schema.Required = castToStringArray(v)
 	}
 	if v, ok := genkitSchema["propertyOrdering"]; ok {
-		schema.PropertyOrdering = castToStringArray(v.([]any))
+		schema.PropertyOrdering = castToStringArray(v)
 	}
 	if v, ok := genkitSchema["description"]; ok {
 		schema.Description = v.(string)
@@ -495,35 +495,27 @@ func toGeminiSchema(originalSchema map[string]any, genkitSchema map[string]any)
 		schema.Title = v.(string)
 	}
 	if v, ok := genkitSchema["minItems"]; ok {
-		i, err := strconv.ParseInt(v.(string), 10, 64)
-		if err != nil {
-			return nil, err
+		if i64, ok := castToInt64(v); ok {
+			schema.MinItems = genai.Ptr(i64)
 		}
-		schema.MinItems = genai.Ptr(i)
 	}
 	if v, ok := genkitSchema["maxItems"]; ok {
-		i, err := strconv.ParseInt(v.(string), 10, 64)
-		if err != nil {
-			return nil, err
+		if i64, ok := castToInt64(v); ok {
+			schema.MaxItems = genai.Ptr(i64)
 		}
-		schema.MaxItems = genai.Ptr(i)
 	}
 	if v, ok := genkitSchema["maximum"]; ok {
-		i, err := strconv.ParseFloat(v.(string), 64)
-		if err != nil {
-			return nil, err
+		if f64, ok := castToFloat64(v); ok {
+			schema.Maximum = genai.Ptr(f64)
 		}
-		schema.Maximum = genai.Ptr(i)
 	}
 	if v, ok := genkitSchema["minimum"]; ok {
-		i, err := strconv.ParseFloat(v.(string), 64)
-		if err != nil {
-			return nil, err
+		if f64, ok := castToFloat64(v); ok {
+			schema.Minimum = genai.Ptr(f64)
 		}
-		schema.Minimum = genai.Ptr(i)
 	}
 	if v, ok := genkitSchema["enum"]; ok {
-		schema.Enum = castToStringArray(v.([]any))
+		schema.Enum = castToStringArray(v)
 	}
 	if v, ok := genkitSchema["items"]; ok {
 		items, err := toGeminiSchema(originalSchema, v.(map[string]any))
@@ -556,13 +548,73 @@ func resolveRef(originalSchema map[string]any, ref string) map[string]any {
 	return defs[name].(map[string]any)
 }
 
-func castToStringArray(i []any) []string {
-	// Is there a better way to do this??
-	var r []string
-	for _, v := range i {
-		r = append(r, v.(string))
+// castToStringArray converts either []any or []string to []string, filtering non-strings.
+// This handles enum values from JSON Schema which may come as either type depending on unmarshaling.
+// Filter out non-string types from if v is []any type.
+func castToStringArray(v any) []string {
+	switch a := v.(type) {
+	case []string:
+		// Return a shallow copy to avoid aliasing
+		out := make([]string, 0, len(a))
+		for _, s := range a {
+			if s != "" {
+				out = append(out, s)
+			}
+		}
+		return out
+	case []any:
+		var out []string
+		for _, it := range a {
+			if s, ok := it.(string); ok && s != "" {
+				out = append(out, s)
+			}
+		}
+		return out
+	default:
+		return nil
 	}
-	return r
+}
+
+// castToInt64 converts v to int64 when possible.
+func castToInt64(v any) (int64, bool) {
+	switch t := v.(type) {
+	case int:
+		return int64(t), true
+	case int64:
+		return t, true
+	case float64:
+		return int64(t), true
+	case string:
+		if i, err := strconv.ParseInt(t, 10, 64); err == nil {
+			return i, true
+		}
+	case json.Number:
+		if i, err := t.Int64(); err == nil {
+			return i, true
+		}
+	}
+	return 0, false
+}
+
+// castToFloat64 converts v to float64 when possible.
+func castToFloat64(v any) (float64, bool) {
+	switch t := v.(type) {
+	case float64:
+		return t, true
+	case int:
+		return float64(t), true
+	case int64:
+		return float64(t), true
+	case string:
+		if f, err := strconv.ParseFloat(t, 64); err == nil {
+			return f, true
+		}
+	case json.Number:
+		if f, err := t.Float64(); err == nil {
+			return f, true
+		}
+	}
+	return 0, false
 }
 
 func toGeminiToolChoice(toolChoice ai.ToolChoice, tools []*ai.ToolDefinition) (*genai.ToolConfig, error) {
@@ -598,6 +650,12 @@ func toGeminiToolChoice(toolChoice ai.ToolChoice, tools []*ai.ToolDefinition) (*
 // translateCandidate translates from a genai.GenerateContentResponse to an ai.ModelResponse.
 func translateCandidate(cand *genai.Candidate) *ai.ModelResponse {
 	m := &ai.ModelResponse{}
+	// Guard against nil candidate or nil content to avoid panics
+	if cand == nil || cand.Content == nil {
+		m.FinishReason = ai.FinishReasonUnknown
+		m.Message = &ai.Message{Role: ai.RoleModel}
+		return m
+	}
 	switch cand.FinishReason {
 	case genai.FinishReasonStop:
 		m.FinishReason = ai.FinishReasonStop
@@ -674,7 +732,7 @@ func translateCandidate(cand *genai.Candidate) *ai.ModelResponse {
 // Translate from a genai.GenerateContentResponse to a ai.ModelResponse.
 func translateResponse(resp *genai.GenerateContentResponse) *ai.ModelResponse {
 	var r *ai.ModelResponse
-	if len(resp.Candidates) > 0 {
+	if resp != nil && len(resp.Candidates) > 0 {
 		r = translateCandidate(resp.Candidates[0])
 	} else {
 		r = &ai.ModelResponse{}
@@ -684,12 +742,14 @@ func translateResponse(resp *genai.GenerateContentResponse) *ai.ModelResponse {
 		r.Usage = &ai.GenerationUsage{}
 	}
 
-	if u := resp.UsageMetadata; u != nil {
-		r.Usage.InputTokens = int(u.PromptTokenCount)
-		r.Usage.OutputTokens = int(u.CandidatesTokenCount)
-		r.Usage.TotalTokens = int(u.TotalTokenCount)
-		r.Usage.CachedContentTokens = int(u.CachedContentTokenCount)
-		r.Usage.ThoughtsTokens = int(u.ThoughtsTokenCount)
+	if resp != nil {
+		if u := resp.UsageMetadata; u != nil {
+			r.Usage.InputTokens = int(u.PromptTokenCount)
+			r.Usage.OutputTokens = int(u.CandidatesTokenCount)
+			r.Usage.TotalTokens = int(u.TotalTokenCount)
+			r.Usage.CachedContentTokens = int(u.CachedContentTokenCount)
+			r.Usage.ThoughtsTokens = int(u.ThoughtsTokenCount)
+		}
 	}
 	return r
 }

diff --git a/go/samples/mcp-git-pr-explainer/README.md b/go/samples/mcp-git-pr-explainer/README.md
@@ -0,0 +1,35 @@
+# GitHub PR Explainer (Genkit + MCP)
+
+This sample summarizes a GitHub pull request by calling GitHub tools via an MCP server and asking a model to produce a concise explanation (TL;DR, what changed, why).
+
+## Prerequisites
+
+- Install the GitHub MCP server and ensure the binary is on your PATH, or set an explicit command via `GITHUB_MCP_CMD`.
+  - Official repo: https://github.com/github/github-mcp-server
+  - Build from source (no Docker): https://github.com/github/github-mcp-server?tab=readme-ov-file#build-from-source
+
+- Point to the built MCP server:
+
+```bash
+export GITHUB_MCP_CMD=/absolute/path/to/github-mcp-server
+```
+
+- Export a GitHub Personal Access Token with repo read access:
+
+```bash
+export GITHUB_PERSONAL_ACCESS_TOKEN=your_token_here
+```
+
+- Export a Google AI API key (required by the model plugin):
+
+```bash
+export GOOGLE_API_KEY=your_gemini_api_key
+```
+
+## Run
+
+From this directory:
+
+```bash
+go run . -repo owner/name -pr 1234
+```
diff --git a/go/samples/mcp-git-pr-explainer/go.mod b/go/samples/mcp-git-pr-explainer/go.mod
@@ -0,0 +1,51 @@
+module mcp-git-changelog
+
+go 1.25.0
+
+replace github.com/firebase/genkit/go => ../../
+
+require github.com/firebase/genkit/go v0.0.0-00010101000000-000000000000
+
+require (
+	cloud.google.com/go v0.120.0 // indirect
+	cloud.google.com/go/auth v0.16.2 // indirect
+	cloud.google.com/go/compute/metadata v0.7.0 // indirect
+	github.com/bahlo/generic-list-go v0.2.0 // indirect
+	github.com/buger/jsonparser v1.1.1 // indirect
+	github.com/felixge/httpsnoop v1.0.4 // indirect
+	github.com/go-logr/logr v1.4.3 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/goccy/go-yaml v1.17.1 // indirect
+	github.com/google/dotprompt/go v0.0.0-20250611200215-bb73406b05ca // indirect
+	github.com/google/go-cmp v0.7.0 // indirect
+	github.com/google/s2a-go v0.1.9 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.6 // indirect
+	github.com/googleapis/gax-go/v2 v2.14.2 // indirect
+	github.com/gorilla/websocket v1.5.3 // indirect
+	github.com/invopop/jsonschema v0.13.0 // indirect
+	github.com/mailru/easyjson v0.9.0 // indirect
+	github.com/mark3labs/mcp-go v0.29.0 // indirect
+	github.com/mbleigh/raymond v0.0.0-20250414171441-6b3a58ab9e0a // indirect
+	github.com/spf13/cast v1.7.1 // indirect
+	github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
+	github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
+	github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
+	github.com/xeipuuv/gojsonschema v1.2.0 // indirect
+	github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
+	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect
+	go.opentelemetry.io/otel v1.36.0 // indirect
+	go.opentelemetry.io/otel/metric v1.36.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.36.0 // indirect
+	go.opentelemetry.io/otel/trace v1.36.0 // indirect
+	golang.org/x/crypto v0.40.0 // indirect
+	golang.org/x/net v0.41.0 // indirect
+	golang.org/x/sys v0.34.0 // indirect
+	golang.org/x/text v0.27.0 // indirect
+	google.golang.org/genai v1.24.0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250603155806-513f23925822 // indirect
+	google.golang.org/grpc v1.73.0 // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)
diff --git a/go/samples/mcp-git-pr-explainer/go.sum b/go/samples/mcp-git-pr-explainer/go.sum
@@ -0,0 +1,113 @@
+cloud.google.com/go v0.120.0 h1:wc6bgG9DHyKqF5/vQvX1CiZrtHnxJjBlKUyF9nP6meA=
+cloud.google.com/go v0.120.0/go.mod h1:/beW32s8/pGRuj4IILWQNd4uuebeT4dkOhKmkfit64Q=
+cloud.google.com/go/auth v0.16.2 h1:QvBAGFPLrDeoiNjyfVunhQ10HKNYuOwZ5noee0M5df4=
+cloud.google.com/go/auth v0.16.2/go.mod h1:sRBas2Y1fB1vZTdurouM0AzuYQBMZinrUYL8EufhtEA=
+cloud.google.com/go/compute/metadata v0.7.0 h1:PBWF+iiAerVNe8UCHxdOt6eHLVc3ydFeOCw78U8ytSU=
+cloud.google.com/go/compute/metadata v0.7.0/go.mod h1:j5MvL9PprKL39t166CoB1uVHfQMs4tFQZZcKwksXUjo=
+github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk=
+github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg=
+github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs=
+github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
+github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
+github.com/frankban/quicktest v1.14.6 h1:7Xjx+VpznH+oBnejlPUj8oUpdxnVs4f8XU8WnHkI4W8=
+github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0=
+github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
+github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
+github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
+github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
+github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
+github.com/goccy/go-yaml v1.17.1 h1:LI34wktB2xEE3ONG/2Ar54+/HJVBriAGJ55PHls4YuY=
+github.com/goccy/go-yaml v1.17.1/go.mod h1:XBurs7gK8ATbW4ZPGKgcbrY1Br56PdM69F7LkFRi1kA=
+github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
+github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
+github.com/google/dotprompt/go v0.0.0-20250611200215-bb73406b05ca h1:LuQ8KS5N04c37jyaq6jelLdNi0GfI6QJb8lpnYaDW9Y=
+github.com/google/dotprompt/go v0.0.0-20250611200215-bb73406b05ca/go.mod h1:dnIk+MSMnipm9uZyPIgptq7I39aDxyjBiaev/OG0W0Y=
+github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
+github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
+github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
+github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
+github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
+github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
+github.com/googleapis/enterprise-certificate-proxy v0.3.6 h1:GW/XbdyBFQ8Qe+YAmFU9uHLo7OnF5tL52HFAgMmyrf4=
+github.com/googleapis/enterprise-certificate-proxy v0.3.6/go.mod h1:MkHOF77EYAE7qfSuSS9PU6g4Nt4e11cnsDUowfwewLA=
+github.com/googleapis/gax-go/v2 v2.14.2 h1:eBLnkZ9635krYIPD+ag1USrOAI0Nr0QYF3+/3GqO0k0=
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+github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
+github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
+github.com/invopop/jsonschema v0.13.0 h1:KvpoAJWEjR3uD9Kbm2HWJmqsEaHt8lBUpd0qHcIi21E=
+github.com/invopop/jsonschema v0.13.0/go.mod h1:ffZ5Km5SWWRAIN6wbDXItl95euhFz2uON45H2qjYt+0=
+github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
+github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
+github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
+github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+github.com/mailru/easyjson v0.9.0 h1:PrnmzHw7262yW8sTBwxi1PdJA3Iw/EKBa8psRf7d9a4=
+github.com/mailru/easyjson v0.9.0/go.mod h1:1+xMtQp2MRNVL/V1bOzuP3aP8VNwRW55fQUto+XFtTU=
+github.com/mark3labs/mcp-go v0.29.0 h1:sH1NBcumKskhxqYzhXfGc201D7P76TVXiT0fGVhabeI=
+github.com/mark3labs/mcp-go v0.29.0/go.mod h1:rXqOudj/djTORU/ThxYx8fqEVj/5pvTuuebQ2RC7uk4=
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+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
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+github.com/rogpeppe/go-internal v1.13.1 h1:KvO1DLK/DRN07sQ1LQKScxyZJuNnedQ5/wKSR38lUII=
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