From b19d0f1f3e2f1b339776e70adbb50fbde33d3120 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 10 May 2026 16:09:58 +0000
Subject: [PATCH 1/8] docs: add AI provider integration guide and Supported AI
 Providers section

Add a step-by-step guide for AI infrastructure companies to implement
ai.Model and contribute a provider to go-micro. Covers the full
lifecycle: skeleton, tool call handling, tests, registration, and PR
checklist.

Add a "Supported AI Providers" section to the project README that lists
current providers (Anthropic, OpenAI) in a table and links to the
integration guide with a call-to-action for new providers and sponsors.

Streamline the "Adding a New Provider" section in ai/README.md to point
to the new guide instead of duplicating a full code listing.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 5228c35305..34d904ae67 100644
--- a/README.md
+++ b/README.md
@@ -408,7 +408,7 @@ m := ai.New("openai",
 )
 ```
 
-**Want to add your platform?** See the [AI Provider Integration Guide](internal/website/docs/guides/ai-provider-guide.md) for how to implement `ai.Model` and submit a PR. We welcome both code contributions and sponsorships from AI infrastructure companies — reach out via a [GitHub issue](https://github.com/micro/go-micro/issues).
+**Want to add your platform?** See the [AI Provider Integration Guide](internal/website/docs/guides/ai-provider-guide.md) for how to implement `ai.Model` and submit a PR. We welcome both code contributions and sponsorships from AI infrastructure companies — reach out via a [GitHub issue](https://github.com/micro/go-micro/issues) or [Discord](https://discord.gg/jwTYuUVAGh).
 
 ## Adopters
 

From 7016249a01df725fcf6be5f9fede5b6735dc788a Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 12:31:11 +0000
Subject: [PATCH 2/8] fix: remove nonexistent Discord link from README

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 34d904ae67..5228c35305 100644
--- a/README.md
+++ b/README.md
@@ -408,7 +408,7 @@ m := ai.New("openai",
 )
 ```
 
-**Want to add your platform?** See the [AI Provider Integration Guide](internal/website/docs/guides/ai-provider-guide.md) for how to implement `ai.Model` and submit a PR. We welcome both code contributions and sponsorships from AI infrastructure companies — reach out via a [GitHub issue](https://github.com/micro/go-micro/issues) or [Discord](https://discord.gg/jwTYuUVAGh).
+**Want to add your platform?** See the [AI Provider Integration Guide](internal/website/docs/guides/ai-provider-guide.md) for how to implement `ai.Model` and submit a PR. We welcome both code contributions and sponsorships from AI infrastructure companies — reach out via a [GitHub issue](https://github.com/micro/go-micro/issues).
 
 ## Adopters
 

From 6dc849b0eea04232214e5f674ce4f42d8aa7afb4 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 15:22:32 +0000
Subject: [PATCH 3/8] fix(website): set content container width to 800px on
 desktop

Move the 800px max-width from .markdown-body up to .content so
the entire content pane (not just the inner body) is sized
correctly. The container now fills up to 800px beside the sidebar.
---
 internal/website/_layouts/default.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/internal/website/_layouts/default.html b/internal/website/_layouts/default.html
index 80f990b18f..a77edbd1d3 100644
--- a/internal/website/_layouts/default.html
+++ b/internal/website/_layouts/default.html
@@ -36,8 +36,8 @@
     .sidebar li { margin:.35rem 0; }
     .sidebar a { color:#222; display:block; padding:.25rem .4rem; border-radius:4px; }
     .sidebar a:hover { background:#f2f5f8; }
-    .content { flex:1; min-width:0; padding:2rem 2.5rem; }
-    .content .markdown-body { max-width: 800px; }
+    .content { flex:1; min-width:0; max-width: 800px; padding:2rem 2.5rem; }
+    .content .markdown-body { max-width: 100%; }
     pre, code { font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, "Liberation Mono", monospace; }
     pre { background:#f6f8fa; border:1px solid #d0d7de; padding:.9rem 1rem; border-radius:6px; overflow-x:auto; max-width:100%; }
     code { word-wrap: break-word; }

From 9f4690592c7753193e602976804e266a9cfe9ba4 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 16:29:35 +0000
Subject: [PATCH 4/8] feat(ai): wire Atlas Cloud into server and auto-detection

Import atlascloud provider in the micro server so it is available
when running micro run / micro server. Add atlascloud to
AutoDetectProvider so --ai_base_url with an atlascloud domain
selects the right provider automatically.
---
 ai/model.go                | 9 ++++++---
 cmd/micro/server/server.go | 1 +
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/ai/model.go b/ai/model.go
index 9de0201b28..34fb2438a9 100644
--- a/ai/model.go
+++ b/ai/model.go
@@ -111,11 +111,14 @@ func AutoDetectProvider(baseURL string) string {
 	if baseURL == "" {
 		return "openai"
 	}
-	// Simple detection based on URL
-	if strings.Contains(baseURL, "anthropic") {
+	switch {
+	case strings.Contains(baseURL, "anthropic"):
 		return "anthropic"
+	case strings.Contains(baseURL, "atlascloud"):
+		return "atlascloud"
+	default:
+		return "openai"
 	}
-	return "openai"
 }
 
 // DefaultModel is a default model instance
diff --git a/cmd/micro/server/server.go b/cmd/micro/server/server.go
index 4e336d572f..066718f472 100644
--- a/cmd/micro/server/server.go
+++ b/cmd/micro/server/server.go
@@ -30,6 +30,7 @@ import (
 	codecBytes "go-micro.dev/v5/codec/bytes"
 	"go-micro.dev/v5/ai"
 	_ "go-micro.dev/v5/ai/anthropic"
+	_ "go-micro.dev/v5/ai/atlascloud"
 	_ "go-micro.dev/v5/ai/openai"
 	"go-micro.dev/v5/registry"
 	"go-micro.dev/v5/store"

From 4e3f8fe2288473d84e16caa1a014480522f0c02d Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 16:36:38 +0000
Subject: [PATCH 5/8] feat(ai): add Google Gemini provider
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Add ai/gemini implementing ai.Model for Google's Gemini API. Uses
the native generateContent endpoint with system_instruction,
contents/parts, and functionDeclarations — not an OpenAI shim.
Default model gemini-2.5-flash, auth via x-goog-api-key header.

Wire into micro server imports and AutoDetectProvider (matches
googleapis.com and google in base URL).

Update README.md and ai/README.md with provider listing.
---
 README.md                  |   1 +
 ai/README.md               |  14 +++
 ai/gemini/gemini.go        | 226 +++++++++++++++++++++++++++++++++++++
 ai/gemini/gemini_test.go   | 104 +++++++++++++++++
 ai/model.go                |   2 +
 cmd/micro/server/server.go |   1 +
 6 files changed, 348 insertions(+)
 create mode 100644 ai/gemini/gemini.go
 create mode 100644 ai/gemini/gemini_test.go

diff --git a/README.md b/README.md
index 5228c35305..efb5e2febd 100644
--- a/README.md
+++ b/README.md
@@ -396,6 +396,7 @@ Go Micro’s `ai` package gives every provider the same interface: `Init`, `Gene
 | Provider | Import | Default Model |
 |----------|--------|---------------|
 | **Anthropic** | `go-micro.dev/v5/ai/anthropic` | `claude-sonnet-4-20250514` |
+| **Google Gemini** | `go-micro.dev/v5/ai/gemini` | `gemini-2.5-flash` |
 | **OpenAI** | `go-micro.dev/v5/ai/openai` | `gpt-4o` |
 | **Atlas Cloud** | `go-micro.dev/v5/ai/atlascloud` | `llama-3.3-70b` |
 
diff --git a/ai/README.md b/ai/README.md
index 17808c2607..1c890e2073 100644
--- a/ai/README.md
+++ b/ai/README.md
@@ -152,6 +152,20 @@ m := ai.New("openai",
 Default model: `gpt-4o`
 Default base URL: `https://api.openai.com`
 
+### Google Gemini
+
+```go
+m := ai.New("gemini",
+    ai.WithAPIKey("your-key"),
+    ai.WithModel("gemini-2.5-flash"), // default
+)
+```
+
+Default model: `gemini-2.5-flash`
+Default base URL: `https://generativelanguage.googleapis.com`
+
+Google Gemini uses its own API format with `system_instruction`, `contents` (not `messages`), and `functionDeclarations` for tool calling. The provider handles the translation automatically.
+
 ### Atlas Cloud
 
 ```go
diff --git a/ai/gemini/gemini.go b/ai/gemini/gemini.go
new file mode 100644
index 0000000000..f73e0b5d2c
--- /dev/null
+++ b/ai/gemini/gemini.go
@@ -0,0 +1,226 @@
+// Package gemini implements the Google Gemini model provider.
+//
+// Usage:
+//
+//	import _ "go-micro.dev/v5/ai/gemini"
+//
+//	m := ai.New("gemini",
+//	    ai.WithAPIKey("your-api-key"),
+//	)
+package gemini
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+
+	"go-micro.dev/v5/ai"
+)
+
+func init() {
+	ai.Register("gemini", func(opts ...ai.Option) ai.Model {
+		return NewProvider(opts...)
+	})
+}
+
+// Provider implements the ai.Model interface for Google Gemini.
+type Provider struct {
+	opts ai.Options
+}
+
+// NewProvider creates a new Gemini provider.
+func NewProvider(opts ...ai.Option) *Provider {
+	options := ai.NewOptions(opts...)
+
+	if options.Model == "" {
+		options.Model = "gemini-2.5-flash"
+	}
+	if options.BaseURL == "" {
+		options.BaseURL = "https://generativelanguage.googleapis.com"
+	}
+
+	return &Provider{opts: options}
+}
+
+func (p *Provider) Init(opts ...ai.Option) error {
+	for _, o := range opts {
+		o(&p.opts)
+	}
+	return nil
+}
+
+func (p *Provider) Options() ai.Options { return p.opts }
+func (p *Provider) String() string      { return "gemini" }
+
+func (p *Provider) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
+	var tools []map[string]any
+	for _, t := range req.Tools {
+		tools = append(tools, map[string]any{
+			"name":        t.Name,
+			"description": t.Description,
+			"parameters": map[string]any{
+				"type":       "object",
+				"properties": t.Properties,
+			},
+		})
+	}
+
+	contents := []map[string]any{
+		{"role": "user", "parts": []map[string]any{{"text": req.Prompt}}},
+	}
+
+	apiReq := map[string]any{
+		"contents": contents,
+	}
+
+	if req.SystemPrompt != "" {
+		apiReq["system_instruction"] = map[string]any{
+			"parts": []map[string]any{{"text": req.SystemPrompt}},
+		}
+	}
+
+	if len(tools) > 0 {
+		apiReq["tools"] = []map[string]any{
+			{"functionDeclarations": tools},
+		}
+	}
+
+	resp, rawParts, err := p.callAPI(ctx, apiReq)
+	if err != nil {
+		return nil, err
+	}
+
+	if len(resp.ToolCalls) == 0 {
+		return resp, nil
+	}
+
+	if p.opts.ToolHandler != nil {
+		var resultParts []map[string]any
+		for _, tc := range resp.ToolCalls {
+			result, _ := p.opts.ToolHandler(tc.Name, tc.Input)
+			resultParts = append(resultParts, map[string]any{
+				"functionResponse": map[string]any{
+					"name":     tc.Name,
+					"id":       tc.ID,
+					"response": result,
+				},
+			})
+		}
+
+		followUpContents := append(contents,
+			map[string]any{"role": "model", "parts": rawParts},
+			map[string]any{"role": "user", "parts": resultParts},
+		)
+
+		followUpReq := map[string]any{
+			"contents": followUpContents,
+		}
+		if req.SystemPrompt != "" {
+			followUpReq["system_instruction"] = map[string]any{
+				"parts": []map[string]any{{"text": req.SystemPrompt}},
+			}
+		}
+
+		followUpResp, _, err := p.callAPI(ctx, followUpReq)
+		if err == nil && followUpResp.Reply != "" {
+			resp.Answer = followUpResp.Reply
+		}
+	}
+
+	return resp, nil
+}
+
+func (p *Provider) Stream(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (ai.Stream, error) {
+	return nil, fmt.Errorf("streaming not yet implemented for gemini provider")
+}
+
+func (p *Provider) callAPI(ctx context.Context, req map[string]any) (*ai.Response, []map[string]any, error) {
+	reqBody, err := json.Marshal(req)
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to marshal request: %w", err)
+	}
+
+	apiURL := strings.TrimRight(p.opts.BaseURL, "/") +
+		"/v1beta/models/" + p.opts.Model + ":generateContent"
+
+	httpReq, err := http.NewRequestWithContext(ctx, "POST", apiURL, bytes.NewReader(reqBody))
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to create request: %w", err)
+	}
+
+	httpReq.Header.Set("Content-Type", "application/json")
+	httpReq.Header.Set("x-goog-api-key", p.opts.APIKey)
+
+	httpResp, err := http.DefaultClient.Do(httpReq)
+	if err != nil {
+		return nil, nil, fmt.Errorf("API request failed: %w", err)
+	}
+	defer httpResp.Body.Close()
+
+	respBody, _ := io.ReadAll(httpResp.Body)
+	if httpResp.StatusCode != 200 {
+		return nil, nil, fmt.Errorf("API error (%s): %s", httpResp.Status, string(respBody))
+	}
+
+	var geminiResp struct {
+		Candidates []struct {
+			Content struct {
+				Parts []struct {
+					Text         string          `json:"text"`
+					FunctionCall *functionCallPB `json:"functionCall"`
+				} `json:"parts"`
+			} `json:"content"`
+		} `json:"candidates"`
+	}
+
+	if err := json.Unmarshal(respBody, &geminiResp); err != nil {
+		return nil, nil, fmt.Errorf("failed to parse response: %w", err)
+	}
+
+	if len(geminiResp.Candidates) == 0 {
+		return nil, nil, fmt.Errorf("no response from API")
+	}
+
+	parts := geminiResp.Candidates[0].Content.Parts
+	response := &ai.Response{}
+
+	var replyParts []string
+	var rawParts []map[string]any
+
+	for _, part := range parts {
+		if part.Text != "" {
+			replyParts = append(replyParts, part.Text)
+			rawParts = append(rawParts, map[string]any{"text": part.Text})
+		}
+		if part.FunctionCall != nil {
+			response.ToolCalls = append(response.ToolCalls, ai.ToolCall{
+				ID:    part.FunctionCall.ID,
+				Name:  part.FunctionCall.Name,
+				Input: part.FunctionCall.Args,
+			})
+			rawParts = append(rawParts, map[string]any{
+				"functionCall": map[string]any{
+					"id":   part.FunctionCall.ID,
+					"name": part.FunctionCall.Name,
+					"args": part.FunctionCall.Args,
+				},
+			})
+		}
+	}
+
+	if len(replyParts) > 0 {
+		response.Reply = strings.Join(replyParts, "\n")
+	}
+
+	return response, rawParts, nil
+}
+
+type functionCallPB struct {
+	ID   string         `json:"id"`
+	Name string         `json:"name"`
+	Args map[string]any `json:"args"`
+}
diff --git a/ai/gemini/gemini_test.go b/ai/gemini/gemini_test.go
new file mode 100644
index 0000000000..848d35223f
--- /dev/null
+++ b/ai/gemini/gemini_test.go
@@ -0,0 +1,104 @@
+package gemini
+
+import (
+	"context"
+	"testing"
+
+	"go-micro.dev/v5/ai"
+)
+
+func TestProvider_String(t *testing.T) {
+	p := NewProvider()
+	if p.String() != "gemini" {
+		t.Errorf("Expected provider name 'gemini', got '%s'", p.String())
+	}
+}
+
+func TestProvider_Init(t *testing.T) {
+	p := NewProvider()
+
+	err := p.Init(
+		ai.WithModel("gemini-2.0-flash"),
+		ai.WithAPIKey("test-key"),
+		ai.WithBaseURL("https://test.com"),
+	)
+
+	if err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	opts := p.Options()
+	if opts.Model != "gemini-2.0-flash" {
+		t.Errorf("Expected model 'gemini-2.0-flash', got '%s'", opts.Model)
+	}
+	if opts.APIKey != "test-key" {
+		t.Errorf("Expected API key 'test-key', got '%s'", opts.APIKey)
+	}
+	if opts.BaseURL != "https://test.com" {
+		t.Errorf("Expected base URL 'https://test.com', got '%s'", opts.BaseURL)
+	}
+}
+
+func TestProvider_Options(t *testing.T) {
+	p := NewProvider(
+		ai.WithModel("custom-model"),
+		ai.WithAPIKey("my-key"),
+	)
+
+	opts := p.Options()
+	if opts.Model != "custom-model" {
+		t.Errorf("Expected model 'custom-model', got '%s'", opts.Model)
+	}
+	if opts.APIKey != "my-key" {
+		t.Errorf("Expected API key 'my-key', got '%s'", opts.APIKey)
+	}
+}
+
+func TestProvider_Defaults(t *testing.T) {
+	p := NewProvider()
+
+	opts := p.Options()
+	if opts.Model != "gemini-2.5-flash" {
+		t.Errorf("Expected default model 'gemini-2.5-flash', got '%s'", opts.Model)
+	}
+	if opts.BaseURL != "https://generativelanguage.googleapis.com" {
+		t.Errorf("Expected default base URL 'https://generativelanguage.googleapis.com', got '%s'", opts.BaseURL)
+	}
+}
+
+func TestProvider_Generate_NoAPIKey(t *testing.T) {
+	p := NewProvider()
+
+	req := &ai.Request{
+		Prompt:       "Hello",
+		SystemPrompt: "You are helpful",
+	}
+
+	_, err := p.Generate(context.Background(), req)
+	if err == nil {
+		t.Error("Expected error when API key is missing, got nil")
+	}
+}
+
+func TestProvider_Stream_NotImplemented(t *testing.T) {
+	p := NewProvider()
+
+	req := &ai.Request{
+		Prompt: "Hello",
+	}
+
+	_, err := p.Stream(context.Background(), req)
+	if err == nil {
+		t.Error("Expected error for unimplemented streaming, got nil")
+	}
+}
+
+func TestProvider_Registration(t *testing.T) {
+	m := ai.New("gemini", ai.WithAPIKey("test"))
+	if m == nil {
+		t.Fatal("ai.New('gemini') returned nil — provider not registered")
+	}
+	if m.String() != "gemini" {
+		t.Errorf("Expected 'gemini', got '%s'", m.String())
+	}
+}
diff --git a/ai/model.go b/ai/model.go
index 34fb2438a9..ce7fad5ce2 100644
--- a/ai/model.go
+++ b/ai/model.go
@@ -116,6 +116,8 @@ func AutoDetectProvider(baseURL string) string {
 		return "anthropic"
 	case strings.Contains(baseURL, "atlascloud"):
 		return "atlascloud"
+	case strings.Contains(baseURL, "googleapis.com"), strings.Contains(baseURL, "google"):
+		return "gemini"
 	default:
 		return "openai"
 	}
diff --git a/cmd/micro/server/server.go b/cmd/micro/server/server.go
index 066718f472..b5594a9db6 100644
--- a/cmd/micro/server/server.go
+++ b/cmd/micro/server/server.go
@@ -31,6 +31,7 @@ import (
 	"go-micro.dev/v5/ai"
 	_ "go-micro.dev/v5/ai/anthropic"
 	_ "go-micro.dev/v5/ai/atlascloud"
+	_ "go-micro.dev/v5/ai/gemini"
 	_ "go-micro.dev/v5/ai/openai"
 	"go-micro.dev/v5/registry"
 	"go-micro.dev/v5/store"

From 651ba92286d7eabd12fa523ff0b22d6deda58963 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 16:43:28 +0000
Subject: [PATCH 6/8] feat(ai): add Groq, Mistral, and Together AI providers

Add three new OpenAI-compatible providers:

- ai/groq: ultra-fast inference, default model llama-3.3-70b-versatile
- ai/mistral: Mistral AI, default model mistral-large-latest
- ai/together: Together AI, default model Llama-3.3-70B-Instruct-Turbo

All three are wired into the micro server imports and
AutoDetectProvider. README and ai/README updated with the full
provider table.
---
 README.md                    |   3 +
 ai/README.md                 |  42 ++++++++
 ai/groq/groq.go              | 194 +++++++++++++++++++++++++++++++++++
 ai/groq/groq_test.go         |  56 ++++++++++
 ai/mistral/mistral.go        | 194 +++++++++++++++++++++++++++++++++++
 ai/mistral/mistral_test.go   |  56 ++++++++++
 ai/model.go                  |   6 ++
 ai/together/together.go      | 194 +++++++++++++++++++++++++++++++++++
 ai/together/together_test.go |  56 ++++++++++
 cmd/micro/server/server.go   |   3 +
 10 files changed, 804 insertions(+)
 create mode 100644 ai/groq/groq.go
 create mode 100644 ai/groq/groq_test.go
 create mode 100644 ai/mistral/mistral.go
 create mode 100644 ai/mistral/mistral_test.go
 create mode 100644 ai/together/together.go
 create mode 100644 ai/together/together_test.go

diff --git a/README.md b/README.md
index efb5e2febd..297957fe14 100644
--- a/README.md
+++ b/README.md
@@ -397,7 +397,10 @@ Go Micro’s `ai` package gives every provider the same interface: `Init`, `Gene
 |----------|--------|---------------|
 | **Anthropic** | `go-micro.dev/v5/ai/anthropic` | `claude-sonnet-4-20250514` |
 | **Google Gemini** | `go-micro.dev/v5/ai/gemini` | `gemini-2.5-flash` |
+| **Groq** | `go-micro.dev/v5/ai/groq` | `llama-3.3-70b-versatile` |
+| **Mistral** | `go-micro.dev/v5/ai/mistral` | `mistral-large-latest` |
 | **OpenAI** | `go-micro.dev/v5/ai/openai` | `gpt-4o` |
+| **Together AI** | `go-micro.dev/v5/ai/together` | `Llama-3.3-70B-Instruct-Turbo` |
 | **Atlas Cloud** | `go-micro.dev/v5/ai/atlascloud` | `llama-3.3-70b` |
 
 Any provider that exposes an OpenAI-compatible API can also be used directly:
diff --git a/ai/README.md b/ai/README.md
index 1c890e2073..3137e75ca6 100644
--- a/ai/README.md
+++ b/ai/README.md
@@ -166,6 +166,48 @@ Default base URL: `https://generativelanguage.googleapis.com`
 
 Google Gemini uses its own API format with `system_instruction`, `contents` (not `messages`), and `functionDeclarations` for tool calling. The provider handles the translation automatically.
 
+### Groq
+
+```go
+m := ai.New("groq",
+    ai.WithAPIKey("your-key"),
+    ai.WithModel("llama-3.3-70b-versatile"), // default
+)
+```
+
+Default model: `llama-3.3-70b-versatile`
+Default base URL: `https://api.groq.com/openai`
+
+Groq provides ultra-fast inference for open-weight models via an OpenAI-compatible endpoint.
+
+### Mistral
+
+```go
+m := ai.New("mistral",
+    ai.WithAPIKey("your-key"),
+    ai.WithModel("mistral-large-latest"), // default
+)
+```
+
+Default model: `mistral-large-latest`
+Default base URL: `https://api.mistral.ai`
+
+Mistral AI is a European AI company offering high-performance models via an OpenAI-compatible endpoint.
+
+### Together AI
+
+```go
+m := ai.New("together",
+    ai.WithAPIKey("your-key"),
+    ai.WithModel("meta-llama/Llama-3.3-70B-Instruct-Turbo"), // default
+)
+```
+
+Default model: `meta-llama/Llama-3.3-70B-Instruct-Turbo`
+Default base URL: `https://api.together.xyz`
+
+Together AI provides fast inference for open-weight models via an OpenAI-compatible endpoint.
+
 ### Atlas Cloud
 
 ```go
diff --git a/ai/groq/groq.go b/ai/groq/groq.go
new file mode 100644
index 0000000000..02009b1e04
--- /dev/null
+++ b/ai/groq/groq.go
@@ -0,0 +1,194 @@
+// Package groq implements the Groq model provider.
+//
+// Groq provides ultra-fast inference for open-weight models via an
+// OpenAI-compatible chat completions endpoint.
+//
+// Usage:
+//
+//	import _ "go-micro.dev/v5/ai/groq"
+//
+//	m := ai.New("groq",
+//	    ai.WithAPIKey("your-api-key"),
+//	)
+package groq
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+
+	"go-micro.dev/v5/ai"
+)
+
+func init() {
+	ai.Register("groq", func(opts ...ai.Option) ai.Model {
+		return NewProvider(opts...)
+	})
+}
+
+type Provider struct {
+	opts ai.Options
+}
+
+func NewProvider(opts ...ai.Option) *Provider {
+	options := ai.NewOptions(opts...)
+	if options.Model == "" {
+		options.Model = "llama-3.3-70b-versatile"
+	}
+	if options.BaseURL == "" {
+		options.BaseURL = "https://api.groq.com/openai"
+	}
+	return &Provider{opts: options}
+}
+
+func (p *Provider) Init(opts ...ai.Option) error {
+	for _, o := range opts {
+		o(&p.opts)
+	}
+	return nil
+}
+
+func (p *Provider) Options() ai.Options { return p.opts }
+func (p *Provider) String() string      { return "groq" }
+
+func (p *Provider) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
+	var tools []map[string]any
+	for _, t := range req.Tools {
+		tools = append(tools, map[string]any{
+			"type": "function",
+			"function": map[string]any{
+				"name":        t.Name,
+				"description": t.Description,
+				"parameters": map[string]any{
+					"type":       "object",
+					"properties": t.Properties,
+				},
+			},
+		})
+	}
+
+	messages := []map[string]any{
+		{"role": "system", "content": req.SystemPrompt},
+		{"role": "user", "content": req.Prompt},
+	}
+
+	apiReq := map[string]any{
+		"model":    p.opts.Model,
+		"messages": messages,
+	}
+	if len(tools) > 0 {
+		apiReq["tools"] = tools
+	}
+
+	resp, rawMessage, err := p.callAPI(ctx, apiReq)
+	if err != nil {
+		return nil, err
+	}
+	if len(resp.ToolCalls) == 0 {
+		return resp, nil
+	}
+
+	if p.opts.ToolHandler != nil {
+		followUpMessages := append(messages, map[string]any{
+			"role":       "assistant",
+			"content":    rawMessage["content"],
+			"tool_calls": rawMessage["tool_calls"],
+		})
+		for _, tc := range resp.ToolCalls {
+			_, content := p.opts.ToolHandler(tc.Name, tc.Input)
+			followUpMessages = append(followUpMessages, map[string]any{
+				"role":         "tool",
+				"tool_call_id": tc.ID,
+				"content":      content,
+			})
+		}
+		followUpResp, _, err := p.callAPI(ctx, map[string]any{
+			"model":    p.opts.Model,
+			"messages": followUpMessages,
+		})
+		if err == nil && followUpResp.Reply != "" {
+			resp.Answer = followUpResp.Reply
+		}
+	}
+
+	return resp, nil
+}
+
+func (p *Provider) Stream(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (ai.Stream, error) {
+	return nil, fmt.Errorf("streaming not yet implemented for groq provider")
+}
+
+func (p *Provider) callAPI(ctx context.Context, req map[string]any) (*ai.Response, map[string]any, error) {
+	reqBody, err := json.Marshal(req)
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to marshal request: %w", err)
+	}
+
+	apiURL := strings.TrimRight(p.opts.BaseURL, "/") + "/v1/chat/completions"
+	httpReq, err := http.NewRequestWithContext(ctx, "POST", apiURL, bytes.NewReader(reqBody))
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to create request: %w", err)
+	}
+
+	httpReq.Header.Set("Content-Type", "application/json")
+	httpReq.Header.Set("Authorization", "Bearer "+p.opts.APIKey)
+
+	httpResp, err := http.DefaultClient.Do(httpReq)
+	if err != nil {
+		return nil, nil, fmt.Errorf("API request failed: %w", err)
+	}
+	defer httpResp.Body.Close()
+
+	respBody, _ := io.ReadAll(httpResp.Body)
+	if httpResp.StatusCode != 200 {
+		return nil, nil, fmt.Errorf("API error (%s): %s", httpResp.Status, string(respBody))
+	}
+
+	var chatResp struct {
+		Choices []struct {
+			Message struct {
+				Content   string `json:"content"`
+				ToolCalls []struct {
+					ID       string `json:"id"`
+					Function struct {
+						Name      string `json:"name"`
+						Arguments string `json:"arguments"`
+					} `json:"function"`
+				} `json:"tool_calls"`
+			} `json:"message"`
+		} `json:"choices"`
+	}
+
+	if err := json.Unmarshal(respBody, &chatResp); err != nil {
+		return nil, nil, fmt.Errorf("failed to parse response: %w", err)
+	}
+	if len(chatResp.Choices) == 0 {
+		return nil, nil, fmt.Errorf("no response from API")
+	}
+
+	choice := chatResp.Choices[0]
+	response := &ai.Response{Reply: choice.Message.Content}
+
+	for _, tc := range choice.Message.ToolCalls {
+		var input map[string]any
+		if err := json.Unmarshal([]byte(tc.Function.Arguments), &input); err != nil {
+			input = map[string]any{}
+		}
+		response.ToolCalls = append(response.ToolCalls, ai.ToolCall{
+			ID:    tc.ID,
+			Name:  tc.Function.Name,
+			Input: input,
+		})
+	}
+
+	rawMessage := map[string]any{
+		"content":    choice.Message.Content,
+		"tool_calls": choice.Message.ToolCalls,
+	}
+
+	return response, rawMessage, nil
+}
diff --git a/ai/groq/groq_test.go b/ai/groq/groq_test.go
new file mode 100644
index 0000000000..0885ebf97c
--- /dev/null
+++ b/ai/groq/groq_test.go
@@ -0,0 +1,56 @@
+package groq
+
+import (
+	"context"
+	"testing"
+
+	"go-micro.dev/v5/ai"
+)
+
+func TestProvider_String(t *testing.T) {
+	if NewProvider().String() != "groq" {
+		t.Errorf("got %q", NewProvider().String())
+	}
+}
+
+func TestProvider_Defaults(t *testing.T) {
+	opts := NewProvider().Options()
+	if opts.Model != "llama-3.3-70b-versatile" {
+		t.Errorf("default model = %q", opts.Model)
+	}
+	if opts.BaseURL != "https://api.groq.com/openai" {
+		t.Errorf("default base URL = %q", opts.BaseURL)
+	}
+}
+
+func TestProvider_Init(t *testing.T) {
+	p := NewProvider()
+	if err := p.Init(ai.WithModel("m"), ai.WithAPIKey("k")); err != nil {
+		t.Fatal(err)
+	}
+	if p.Options().Model != "m" || p.Options().APIKey != "k" {
+		t.Error("Init did not apply options")
+	}
+}
+
+func TestProvider_Generate_NoAPIKey(t *testing.T) {
+	if _, err := NewProvider().Generate(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
+		t.Error("expected error without API key")
+	}
+}
+
+func TestProvider_Stream_NotImplemented(t *testing.T) {
+	if _, err := NewProvider().Stream(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
+		t.Error("expected error")
+	}
+}
+
+func TestProvider_Registration(t *testing.T) {
+	m := ai.New("groq", ai.WithAPIKey("test"))
+	if m == nil {
+		t.Fatal("provider not registered")
+	}
+	if m.String() != "groq" {
+		t.Errorf("got %q", m.String())
+	}
+}
diff --git a/ai/mistral/mistral.go b/ai/mistral/mistral.go
new file mode 100644
index 0000000000..c85d95e725
--- /dev/null
+++ b/ai/mistral/mistral.go
@@ -0,0 +1,194 @@
+// Package mistral implements the Mistral AI model provider.
+//
+// Mistral AI is a European AI company offering high-performance models
+// via an OpenAI-compatible chat completions endpoint.
+//
+// Usage:
+//
+//	import _ "go-micro.dev/v5/ai/mistral"
+//
+//	m := ai.New("mistral",
+//	    ai.WithAPIKey("your-api-key"),
+//	)
+package mistral
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+
+	"go-micro.dev/v5/ai"
+)
+
+func init() {
+	ai.Register("mistral", func(opts ...ai.Option) ai.Model {
+		return NewProvider(opts...)
+	})
+}
+
+type Provider struct {
+	opts ai.Options
+}
+
+func NewProvider(opts ...ai.Option) *Provider {
+	options := ai.NewOptions(opts...)
+	if options.Model == "" {
+		options.Model = "mistral-large-latest"
+	}
+	if options.BaseURL == "" {
+		options.BaseURL = "https://api.mistral.ai"
+	}
+	return &Provider{opts: options}
+}
+
+func (p *Provider) Init(opts ...ai.Option) error {
+	for _, o := range opts {
+		o(&p.opts)
+	}
+	return nil
+}
+
+func (p *Provider) Options() ai.Options { return p.opts }
+func (p *Provider) String() string      { return "mistral" }
+
+func (p *Provider) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
+	var tools []map[string]any
+	for _, t := range req.Tools {
+		tools = append(tools, map[string]any{
+			"type": "function",
+			"function": map[string]any{
+				"name":        t.Name,
+				"description": t.Description,
+				"parameters": map[string]any{
+					"type":       "object",
+					"properties": t.Properties,
+				},
+			},
+		})
+	}
+
+	messages := []map[string]any{
+		{"role": "system", "content": req.SystemPrompt},
+		{"role": "user", "content": req.Prompt},
+	}
+
+	apiReq := map[string]any{
+		"model":    p.opts.Model,
+		"messages": messages,
+	}
+	if len(tools) > 0 {
+		apiReq["tools"] = tools
+	}
+
+	resp, rawMessage, err := p.callAPI(ctx, apiReq)
+	if err != nil {
+		return nil, err
+	}
+	if len(resp.ToolCalls) == 0 {
+		return resp, nil
+	}
+
+	if p.opts.ToolHandler != nil {
+		followUpMessages := append(messages, map[string]any{
+			"role":       "assistant",
+			"content":    rawMessage["content"],
+			"tool_calls": rawMessage["tool_calls"],
+		})
+		for _, tc := range resp.ToolCalls {
+			_, content := p.opts.ToolHandler(tc.Name, tc.Input)
+			followUpMessages = append(followUpMessages, map[string]any{
+				"role":         "tool",
+				"tool_call_id": tc.ID,
+				"content":      content,
+			})
+		}
+		followUpResp, _, err := p.callAPI(ctx, map[string]any{
+			"model":    p.opts.Model,
+			"messages": followUpMessages,
+		})
+		if err == nil && followUpResp.Reply != "" {
+			resp.Answer = followUpResp.Reply
+		}
+	}
+
+	return resp, nil
+}
+
+func (p *Provider) Stream(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (ai.Stream, error) {
+	return nil, fmt.Errorf("streaming not yet implemented for mistral provider")
+}
+
+func (p *Provider) callAPI(ctx context.Context, req map[string]any) (*ai.Response, map[string]any, error) {
+	reqBody, err := json.Marshal(req)
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to marshal request: %w", err)
+	}
+
+	apiURL := strings.TrimRight(p.opts.BaseURL, "/") + "/v1/chat/completions"
+	httpReq, err := http.NewRequestWithContext(ctx, "POST", apiURL, bytes.NewReader(reqBody))
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to create request: %w", err)
+	}
+
+	httpReq.Header.Set("Content-Type", "application/json")
+	httpReq.Header.Set("Authorization", "Bearer "+p.opts.APIKey)
+
+	httpResp, err := http.DefaultClient.Do(httpReq)
+	if err != nil {
+		return nil, nil, fmt.Errorf("API request failed: %w", err)
+	}
+	defer httpResp.Body.Close()
+
+	respBody, _ := io.ReadAll(httpResp.Body)
+	if httpResp.StatusCode != 200 {
+		return nil, nil, fmt.Errorf("API error (%s): %s", httpResp.Status, string(respBody))
+	}
+
+	var chatResp struct {
+		Choices []struct {
+			Message struct {
+				Content   string `json:"content"`
+				ToolCalls []struct {
+					ID       string `json:"id"`
+					Function struct {
+						Name      string `json:"name"`
+						Arguments string `json:"arguments"`
+					} `json:"function"`
+				} `json:"tool_calls"`
+			} `json:"message"`
+		} `json:"choices"`
+	}
+
+	if err := json.Unmarshal(respBody, &chatResp); err != nil {
+		return nil, nil, fmt.Errorf("failed to parse response: %w", err)
+	}
+	if len(chatResp.Choices) == 0 {
+		return nil, nil, fmt.Errorf("no response from API")
+	}
+
+	choice := chatResp.Choices[0]
+	response := &ai.Response{Reply: choice.Message.Content}
+
+	for _, tc := range choice.Message.ToolCalls {
+		var input map[string]any
+		if err := json.Unmarshal([]byte(tc.Function.Arguments), &input); err != nil {
+			input = map[string]any{}
+		}
+		response.ToolCalls = append(response.ToolCalls, ai.ToolCall{
+			ID:    tc.ID,
+			Name:  tc.Function.Name,
+			Input: input,
+		})
+	}
+
+	rawMessage := map[string]any{
+		"content":    choice.Message.Content,
+		"tool_calls": choice.Message.ToolCalls,
+	}
+
+	return response, rawMessage, nil
+}
diff --git a/ai/mistral/mistral_test.go b/ai/mistral/mistral_test.go
new file mode 100644
index 0000000000..338f03ba50
--- /dev/null
+++ b/ai/mistral/mistral_test.go
@@ -0,0 +1,56 @@
+package mistral
+
+import (
+	"context"
+	"testing"
+
+	"go-micro.dev/v5/ai"
+)
+
+func TestProvider_String(t *testing.T) {
+	if NewProvider().String() != "mistral" {
+		t.Errorf("got %q", NewProvider().String())
+	}
+}
+
+func TestProvider_Defaults(t *testing.T) {
+	opts := NewProvider().Options()
+	if opts.Model != "mistral-large-latest" {
+		t.Errorf("default model = %q", opts.Model)
+	}
+	if opts.BaseURL != "https://api.mistral.ai" {
+		t.Errorf("default base URL = %q", opts.BaseURL)
+	}
+}
+
+func TestProvider_Init(t *testing.T) {
+	p := NewProvider()
+	if err := p.Init(ai.WithModel("m"), ai.WithAPIKey("k")); err != nil {
+		t.Fatal(err)
+	}
+	if p.Options().Model != "m" || p.Options().APIKey != "k" {
+		t.Error("Init did not apply options")
+	}
+}
+
+func TestProvider_Generate_NoAPIKey(t *testing.T) {
+	if _, err := NewProvider().Generate(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
+		t.Error("expected error without API key")
+	}
+}
+
+func TestProvider_Stream_NotImplemented(t *testing.T) {
+	if _, err := NewProvider().Stream(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
+		t.Error("expected error")
+	}
+}
+
+func TestProvider_Registration(t *testing.T) {
+	m := ai.New("mistral", ai.WithAPIKey("test"))
+	if m == nil {
+		t.Fatal("provider not registered")
+	}
+	if m.String() != "mistral" {
+		t.Errorf("got %q", m.String())
+	}
+}
diff --git a/ai/model.go b/ai/model.go
index ce7fad5ce2..08c56a046d 100644
--- a/ai/model.go
+++ b/ai/model.go
@@ -118,6 +118,12 @@ func AutoDetectProvider(baseURL string) string {
 		return "atlascloud"
 	case strings.Contains(baseURL, "googleapis.com"), strings.Contains(baseURL, "google"):
 		return "gemini"
+	case strings.Contains(baseURL, "groq"):
+		return "groq"
+	case strings.Contains(baseURL, "mistral"):
+		return "mistral"
+	case strings.Contains(baseURL, "together"):
+		return "together"
 	default:
 		return "openai"
 	}
diff --git a/ai/together/together.go b/ai/together/together.go
new file mode 100644
index 0000000000..11e5b677e4
--- /dev/null
+++ b/ai/together/together.go
@@ -0,0 +1,194 @@
+// Package together implements the Together AI model provider.
+//
+// Together AI provides fast inference for open-weight models via an
+// OpenAI-compatible chat completions endpoint.
+//
+// Usage:
+//
+//	import _ "go-micro.dev/v5/ai/together"
+//
+//	m := ai.New("together",
+//	    ai.WithAPIKey("your-api-key"),
+//	)
+package together
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strings"
+
+	"go-micro.dev/v5/ai"
+)
+
+func init() {
+	ai.Register("together", func(opts ...ai.Option) ai.Model {
+		return NewProvider(opts...)
+	})
+}
+
+type Provider struct {
+	opts ai.Options
+}
+
+func NewProvider(opts ...ai.Option) *Provider {
+	options := ai.NewOptions(opts...)
+	if options.Model == "" {
+		options.Model = "meta-llama/Llama-3.3-70B-Instruct-Turbo"
+	}
+	if options.BaseURL == "" {
+		options.BaseURL = "https://api.together.xyz"
+	}
+	return &Provider{opts: options}
+}
+
+func (p *Provider) Init(opts ...ai.Option) error {
+	for _, o := range opts {
+		o(&p.opts)
+	}
+	return nil
+}
+
+func (p *Provider) Options() ai.Options { return p.opts }
+func (p *Provider) String() string      { return "together" }
+
+func (p *Provider) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
+	var tools []map[string]any
+	for _, t := range req.Tools {
+		tools = append(tools, map[string]any{
+			"type": "function",
+			"function": map[string]any{
+				"name":        t.Name,
+				"description": t.Description,
+				"parameters": map[string]any{
+					"type":       "object",
+					"properties": t.Properties,
+				},
+			},
+		})
+	}
+
+	messages := []map[string]any{
+		{"role": "system", "content": req.SystemPrompt},
+		{"role": "user", "content": req.Prompt},
+	}
+
+	apiReq := map[string]any{
+		"model":    p.opts.Model,
+		"messages": messages,
+	}
+	if len(tools) > 0 {
+		apiReq["tools"] = tools
+	}
+
+	resp, rawMessage, err := p.callAPI(ctx, apiReq)
+	if err != nil {
+		return nil, err
+	}
+	if len(resp.ToolCalls) == 0 {
+		return resp, nil
+	}
+
+	if p.opts.ToolHandler != nil {
+		followUpMessages := append(messages, map[string]any{
+			"role":       "assistant",
+			"content":    rawMessage["content"],
+			"tool_calls": rawMessage["tool_calls"],
+		})
+		for _, tc := range resp.ToolCalls {
+			_, content := p.opts.ToolHandler(tc.Name, tc.Input)
+			followUpMessages = append(followUpMessages, map[string]any{
+				"role":         "tool",
+				"tool_call_id": tc.ID,
+				"content":      content,
+			})
+		}
+		followUpResp, _, err := p.callAPI(ctx, map[string]any{
+			"model":    p.opts.Model,
+			"messages": followUpMessages,
+		})
+		if err == nil && followUpResp.Reply != "" {
+			resp.Answer = followUpResp.Reply
+		}
+	}
+
+	return resp, nil
+}
+
+func (p *Provider) Stream(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (ai.Stream, error) {
+	return nil, fmt.Errorf("streaming not yet implemented for together provider")
+}
+
+func (p *Provider) callAPI(ctx context.Context, req map[string]any) (*ai.Response, map[string]any, error) {
+	reqBody, err := json.Marshal(req)
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to marshal request: %w", err)
+	}
+
+	apiURL := strings.TrimRight(p.opts.BaseURL, "/") + "/v1/chat/completions"
+	httpReq, err := http.NewRequestWithContext(ctx, "POST", apiURL, bytes.NewReader(reqBody))
+	if err != nil {
+		return nil, nil, fmt.Errorf("failed to create request: %w", err)
+	}
+
+	httpReq.Header.Set("Content-Type", "application/json")
+	httpReq.Header.Set("Authorization", "Bearer "+p.opts.APIKey)
+
+	httpResp, err := http.DefaultClient.Do(httpReq)
+	if err != nil {
+		return nil, nil, fmt.Errorf("API request failed: %w", err)
+	}
+	defer httpResp.Body.Close()
+
+	respBody, _ := io.ReadAll(httpResp.Body)
+	if httpResp.StatusCode != 200 {
+		return nil, nil, fmt.Errorf("API error (%s): %s", httpResp.Status, string(respBody))
+	}
+
+	var chatResp struct {
+		Choices []struct {
+			Message struct {
+				Content   string `json:"content"`
+				ToolCalls []struct {
+					ID       string `json:"id"`
+					Function struct {
+						Name      string `json:"name"`
+						Arguments string `json:"arguments"`
+					} `json:"function"`
+				} `json:"tool_calls"`
+			} `json:"message"`
+		} `json:"choices"`
+	}
+
+	if err := json.Unmarshal(respBody, &chatResp); err != nil {
+		return nil, nil, fmt.Errorf("failed to parse response: %w", err)
+	}
+	if len(chatResp.Choices) == 0 {
+		return nil, nil, fmt.Errorf("no response from API")
+	}
+
+	choice := chatResp.Choices[0]
+	response := &ai.Response{Reply: choice.Message.Content}
+
+	for _, tc := range choice.Message.ToolCalls {
+		var input map[string]any
+		if err := json.Unmarshal([]byte(tc.Function.Arguments), &input); err != nil {
+			input = map[string]any{}
+		}
+		response.ToolCalls = append(response.ToolCalls, ai.ToolCall{
+			ID:    tc.ID,
+			Name:  tc.Function.Name,
+			Input: input,
+		})
+	}
+
+	rawMessage := map[string]any{
+		"content":    choice.Message.Content,
+		"tool_calls": choice.Message.ToolCalls,
+	}
+
+	return response, rawMessage, nil
+}
diff --git a/ai/together/together_test.go b/ai/together/together_test.go
new file mode 100644
index 0000000000..c406baae83
--- /dev/null
+++ b/ai/together/together_test.go
@@ -0,0 +1,56 @@
+package together
+
+import (
+	"context"
+	"testing"
+
+	"go-micro.dev/v5/ai"
+)
+
+func TestProvider_String(t *testing.T) {
+	if NewProvider().String() != "together" {
+		t.Errorf("got %q", NewProvider().String())
+	}
+}
+
+func TestProvider_Defaults(t *testing.T) {
+	opts := NewProvider().Options()
+	if opts.Model != "meta-llama/Llama-3.3-70B-Instruct-Turbo" {
+		t.Errorf("default model = %q", opts.Model)
+	}
+	if opts.BaseURL != "https://api.together.xyz" {
+		t.Errorf("default base URL = %q", opts.BaseURL)
+	}
+}
+
+func TestProvider_Init(t *testing.T) {
+	p := NewProvider()
+	if err := p.Init(ai.WithModel("m"), ai.WithAPIKey("k")); err != nil {
+		t.Fatal(err)
+	}
+	if p.Options().Model != "m" || p.Options().APIKey != "k" {
+		t.Error("Init did not apply options")
+	}
+}
+
+func TestProvider_Generate_NoAPIKey(t *testing.T) {
+	if _, err := NewProvider().Generate(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
+		t.Error("expected error without API key")
+	}
+}
+
+func TestProvider_Stream_NotImplemented(t *testing.T) {
+	if _, err := NewProvider().Stream(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
+		t.Error("expected error")
+	}
+}
+
+func TestProvider_Registration(t *testing.T) {
+	m := ai.New("together", ai.WithAPIKey("test"))
+	if m == nil {
+		t.Fatal("provider not registered")
+	}
+	if m.String() != "together" {
+		t.Errorf("got %q", m.String())
+	}
+}
diff --git a/cmd/micro/server/server.go b/cmd/micro/server/server.go
index b5594a9db6..ba63f03a02 100644
--- a/cmd/micro/server/server.go
+++ b/cmd/micro/server/server.go
@@ -32,7 +32,10 @@ import (
 	_ "go-micro.dev/v5/ai/anthropic"
 	_ "go-micro.dev/v5/ai/atlascloud"
 	_ "go-micro.dev/v5/ai/gemini"
+	_ "go-micro.dev/v5/ai/groq"
+	_ "go-micro.dev/v5/ai/mistral"
 	_ "go-micro.dev/v5/ai/openai"
+	_ "go-micro.dev/v5/ai/together"
 	"go-micro.dev/v5/registry"
 	"go-micro.dev/v5/store"
 	"golang.org/x/crypto/bcrypt"

From 69d69ec2f203022e91bbaf1f19c415c98aeafc9a Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 16:50:00 +0000
Subject: [PATCH 7/8] feat(ai): add ai/tools helper and 'micro chat'
 interactive agent
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Extract the registry-discovery + RPC-execution loop from the web
agent playground into a reusable ai/tools package:

- tools.New(reg) creates a Set bound to a registry
- Set.Discover() walks the registry and returns []ai.Tool with
  LLM-safe (underscored) names, remembering the mapping back to
  the original dotted form
- Set.Handler(client) returns an ai.ToolHandler that resolves
  the safe name and issues the RPC

Add cmd/micro/chat — an interactive 'micro chat' REPL that uses
ai/tools to let users talk to their services through any
registered AI provider. Supports --prompt for single-shot use,
auto-detects the provider from --base_url, and falls back to the
provider's conventional env var (ANTHROPIC_API_KEY, etc).

Update README with the new command and the programmatic example.
---
 README.md              |  28 ++++++
 ai/tools/tools.go      | 197 +++++++++++++++++++++++++++++++++++++++
 ai/tools/tools_test.go | 123 ++++++++++++++++++++++++
 cmd/micro/chat/chat.go | 206 +++++++++++++++++++++++++++++++++++++++++
 cmd/micro/main.go      |   1 +
 5 files changed, 555 insertions(+)
 create mode 100644 ai/tools/tools.go
 create mode 100644 ai/tools/tools_test.go
 create mode 100644 cmd/micro/chat/chat.go

diff --git a/README.md b/README.md
index 297957fe14..41fe6a0964 100644
--- a/README.md
+++ b/README.md
@@ -149,6 +149,34 @@ micro run
 
 Use `micro mcp serve` for local AI tools like Claude Code, or connect any MCP-compatible agent to the HTTP endpoint.
 
+### micro chat
+
+For an interactive terminal session that lets you talk to your services through an LLM:
+
+```bash
+ANTHROPIC_API_KEY=sk-ant-... micro chat --provider anthropic
+> list all users
+> create an order for product 42
+```
+
+`micro chat` discovers every service in the registry, exposes each endpoint as a tool, and lets the model orchestrate calls. The same building blocks (`ai/tools`) work from your own services:
+
+```go
+import "go-micro.dev/v5/ai/tools"
+
+set := tools.New(service.Registry())
+discovered, _ := set.Discover()
+
+m := ai.New("anthropic",
+    ai.WithAPIKey(key),
+    ai.WithToolHandler(set.Handler(service.Client())),
+)
+resp, _ := m.Generate(ctx, &ai.Request{
+    Prompt: userInput,
+    Tools:  discovered,
+})
+```
+
 See the [MCP guide](https://go-micro.dev/docs/mcp.html) for authentication, scopes, and advanced usage.
 
 ## Multi-Service Binaries
diff --git a/ai/tools/tools.go b/ai/tools/tools.go
new file mode 100644
index 0000000000..fadcfbea92
--- /dev/null
+++ b/ai/tools/tools.go
@@ -0,0 +1,197 @@
+// Package tools turns go-micro services into ai.Tool definitions and
+// provides an ai.ToolHandler that executes tool calls by issuing RPCs
+// to the corresponding service.
+//
+// This is the building block that lets any go-micro service reason
+// about and call other services through an LLM:
+//
+//	m := ai.New("anthropic",
+//	    ai.WithAPIKey(key),
+//	    ai.WithToolHandler(tools.Handler(service.Client())),
+//	)
+//	resp, _ := m.Generate(ctx, &ai.Request{
+//	    Prompt: userInput,
+//	    Tools:  tools.FromRegistry(service.Registry()),
+//	})
+package tools
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"strings"
+	"sync"
+
+	"go-micro.dev/v5/ai"
+	"go-micro.dev/v5/client"
+	codecBytes "go-micro.dev/v5/codec/bytes"
+	"go-micro.dev/v5/registry"
+)
+
+// nameMap holds the mapping between LLM-safe tool names (no dots) and the
+// original `service.Endpoint` names used by the registry/client. Many
+// providers reject dots in tool names, so we substitute underscores when
+// presenting the tool and restore the original when executing.
+type nameMap struct {
+	mu sync.RWMutex
+	m  map[string]string
+}
+
+func (n *nameMap) put(safe, original string) {
+	n.mu.Lock()
+	n.m[safe] = original
+	n.mu.Unlock()
+}
+
+func (n *nameMap) get(safe string) (string, bool) {
+	n.mu.RLock()
+	v, ok := n.m[safe]
+	n.mu.RUnlock()
+	return v, ok
+}
+
+// Set is the shared discovery state between FromRegistry and Handler.
+// Use New, then Discover + Handler together when you want the handler
+// to recognise LLM-safe tool names that were emitted by Discover.
+//
+// FromRegistry+Handler are convenience wrappers that create their own
+// internal Set; Set is exposed for callers that want to control the
+// lifecycle (e.g. cache the tool list and reuse it across turns).
+type Set struct {
+	registry registry.Registry
+	names    *nameMap
+}
+
+// New creates an empty Set bound to the given registry. Call Discover
+// to populate it. The registry is only used by Discover; Handler does
+// not need it.
+func New(reg registry.Registry) *Set {
+	return &Set{
+		registry: reg,
+		names:    &nameMap{m: map[string]string{}},
+	}
+}
+
+// Discover walks the registry and returns one ai.Tool per service
+// endpoint. The returned tools have LLM-safe names (dots replaced with
+// underscores); the Set remembers the mapping so Handler can route
+// calls back to the right service.
+func (s *Set) Discover() ([]ai.Tool, error) {
+	services, err := s.registry.ListServices()
+	if err != nil {
+		return nil, err
+	}
+
+	var tools []ai.Tool
+	for _, svc := range services {
+		full, err := s.registry.GetService(svc.Name)
+		if err != nil || len(full) == 0 {
+			continue
+		}
+		for _, ep := range full[0].Endpoints {
+			original := fmt.Sprintf("%s.%s", svc.Name, ep.Name)
+			safe := strings.ReplaceAll(original, ".", "_")
+			s.names.put(safe, original)
+
+			desc := fmt.Sprintf("Call %s on %s service", ep.Name, svc.Name)
+			if ep.Metadata != nil {
+				if d, ok := ep.Metadata["description"]; ok && d != "" {
+					desc = d
+				}
+			}
+
+			props := map[string]any{}
+			if ep.Request != nil {
+				for _, field := range ep.Request.Values {
+					props[field.Name] = map[string]any{
+						"type":        jsonType(field.Type),
+						"description": fmt.Sprintf("%s (%s)", field.Name, field.Type),
+					}
+				}
+			}
+
+			tools = append(tools, ai.Tool{
+				Name:         safe,
+				OriginalName: original,
+				Description:  desc,
+				Properties:   props,
+			})
+		}
+	}
+
+	return tools, nil
+}
+
+// Handler returns an ai.ToolHandler that executes tool calls against
+// the given client. Tool names may be the LLM-safe form (with
+// underscores) emitted by Discover or the original dotted form; both
+// resolve to the same RPC.
+func (s *Set) Handler(c client.Client) ai.ToolHandler {
+	if c == nil {
+		c = client.DefaultClient
+	}
+	return func(name string, input map[string]any) (any, string) {
+		if orig, ok := s.names.get(name); ok {
+			name = orig
+		}
+		parts := strings.SplitN(name, ".", 2)
+		if len(parts) != 2 {
+			return errResult("invalid tool name: " + name)
+		}
+
+		inputBytes, err := json.Marshal(input)
+		if err != nil {
+			return errResult("failed to marshal input: " + err.Error())
+		}
+
+		req := c.NewRequest(parts[0], parts[1], &codecBytes.Frame{Data: inputBytes})
+		var rsp codecBytes.Frame
+		if err := c.Call(context.Background(), req, &rsp); err != nil {
+			return errResult(err.Error())
+		}
+
+		var result any
+		if err := json.Unmarshal(rsp.Data, &result); err != nil {
+			result = string(rsp.Data)
+		}
+		return result, string(rsp.Data)
+	}
+}
+
+// FromRegistry is a convenience that builds a one-shot Set, discovers
+// tools, and returns just the tool list. Use NewSet directly if you
+// need to also wire up Handler against the same name mapping.
+func FromRegistry(reg registry.Registry) ([]ai.Tool, error) {
+	return New(reg).Discover()
+}
+
+// Handler is a convenience that returns an ai.ToolHandler bound to the
+// given client. It only resolves dotted "service.Endpoint" names — it
+// has no awareness of any LLM-safe name mapping. For full round-tripping
+// of underscored names emitted by FromRegistry, construct a Set with
+// New and call Set.Handler.
+func Handler(c client.Client) ai.ToolHandler {
+	return (&Set{names: &nameMap{m: map[string]string{}}}).Handler(c)
+}
+
+func errResult(msg string) (any, string) {
+	encoded, _ := json.Marshal(map[string]string{"error": msg})
+	return map[string]string{"error": msg}, string(encoded)
+}
+
+// jsonType maps Go types to JSON schema types. Anything that isn't a
+// recognised primitive becomes "object".
+func jsonType(goType string) string {
+	switch goType {
+	case "string":
+		return "string"
+	case "int", "int32", "int64", "uint", "uint32", "uint64":
+		return "integer"
+	case "float32", "float64":
+		return "number"
+	case "bool":
+		return "boolean"
+	default:
+		return "object"
+	}
+}
diff --git a/ai/tools/tools_test.go b/ai/tools/tools_test.go
new file mode 100644
index 0000000000..a3f37d9c80
--- /dev/null
+++ b/ai/tools/tools_test.go
@@ -0,0 +1,123 @@
+package tools
+
+import (
+	"testing"
+
+	"go-micro.dev/v5/registry"
+)
+
+func TestJSONType(t *testing.T) {
+	cases := map[string]string{
+		"string":  "string",
+		"int":     "integer",
+		"int64":   "integer",
+		"float64": "number",
+		"bool":    "boolean",
+		"User":    "object",
+		"":        "object",
+	}
+	for in, want := range cases {
+		if got := jsonType(in); got != want {
+			t.Errorf("jsonType(%q) = %q, want %q", in, got, want)
+		}
+	}
+}
+
+func TestFromRegistry_Empty(t *testing.T) {
+	reg := registry.NewMemoryRegistry()
+	tools, err := FromRegistry(reg)
+	if err != nil {
+		t.Fatalf("FromRegistry: %v", err)
+	}
+	if len(tools) != 0 {
+		t.Errorf("expected 0 tools, got %d", len(tools))
+	}
+}
+
+func TestFromRegistry_DiscoversEndpoints(t *testing.T) {
+	reg := registry.NewMemoryRegistry()
+	svc := &registry.Service{
+		Name:    "users",
+		Version: "1.0.0",
+		Nodes: []*registry.Node{
+			{Id: "users-1", Address: "127.0.0.1:9000"},
+		},
+		Endpoints: []*registry.Endpoint{
+			{
+				Name: "Users.Get",
+				Metadata: map[string]string{
+					"description": "Fetch a user by ID",
+				},
+				Request: &registry.Value{
+					Name: "GetRequest",
+					Type: "GetRequest",
+					Values: []*registry.Value{
+						{Name: "id", Type: "string"},
+						{Name: "expand", Type: "bool"},
+					},
+				},
+			},
+		},
+	}
+	if err := reg.Register(svc); err != nil {
+		t.Fatalf("Register: %v", err)
+	}
+
+	tools, err := FromRegistry(reg)
+	if err != nil {
+		t.Fatalf("FromRegistry: %v", err)
+	}
+	if len(tools) != 1 {
+		t.Fatalf("expected 1 tool, got %d", len(tools))
+	}
+
+	tool := tools[0]
+	if tool.Name != "users_Users_Get" {
+		t.Errorf("safe name = %q, want users_Users_Get", tool.Name)
+	}
+	if tool.OriginalName != "users.Users.Get" {
+		t.Errorf("original = %q", tool.OriginalName)
+	}
+	if tool.Description != "Fetch a user by ID" {
+		t.Errorf("description = %q", tool.Description)
+	}
+
+	id, ok := tool.Properties["id"].(map[string]any)
+	if !ok {
+		t.Fatal("missing id property")
+	}
+	if id["type"] != "string" {
+		t.Errorf("id type = %v", id["type"])
+	}
+	expand, ok := tool.Properties["expand"].(map[string]any)
+	if !ok {
+		t.Fatal("missing expand property")
+	}
+	if expand["type"] != "boolean" {
+		t.Errorf("expand type = %v", expand["type"])
+	}
+}
+
+func TestSet_HandlerResolvesSafeName(t *testing.T) {
+	s := New(registry.NewMemoryRegistry())
+	s.names.put("users_Users_Get", "users.Users.Get")
+
+	resolved, ok := s.names.get("users_Users_Get")
+	if !ok || resolved != "users.Users.Get" {
+		t.Errorf("name map lookup = (%q, %v)", resolved, ok)
+	}
+}
+
+func TestSet_HandlerInvalidName(t *testing.T) {
+	s := New(registry.NewMemoryRegistry())
+	h := s.Handler(nil)
+
+	// "foo" has no dot, no mapping entry — should error cleanly.
+	result, content := h("foo", map[string]any{})
+	if result == nil {
+		t.Fatal("expected error result")
+	}
+	if content == "" {
+		t.Error("expected non-empty content")
+	}
+}
diff --git a/cmd/micro/chat/chat.go b/cmd/micro/chat/chat.go
new file mode 100644
index 0000000000..3e905d26a8
--- /dev/null
+++ b/cmd/micro/chat/chat.go
@@ -0,0 +1,206 @@
+// Package chat implements the 'micro chat' interactive agent command.
+//
+// micro chat opens a terminal REPL where you can talk to your services
+// through an LLM. It discovers all services from the registry, exposes
+// each endpoint as a tool, and lets the model orchestrate calls in
+// response to natural-language prompts.
+package chat
+
+import (
+	"bufio"
+	"context"
+	"encoding/json"
+	"fmt"
+	"os"
+	"strings"
+
+	"github.com/urfave/cli/v2"
+	"go-micro.dev/v5/ai"
+	"go-micro.dev/v5/ai/tools"
+	"go-micro.dev/v5/client"
+	"go-micro.dev/v5/cmd"
+	"go-micro.dev/v5/registry"
+
+	// Side-effect imports register the AI providers.
+	_ "go-micro.dev/v5/ai/anthropic"
+	_ "go-micro.dev/v5/ai/atlascloud"
+	_ "go-micro.dev/v5/ai/gemini"
+	_ "go-micro.dev/v5/ai/groq"
+	_ "go-micro.dev/v5/ai/mistral"
+	_ "go-micro.dev/v5/ai/openai"
+	_ "go-micro.dev/v5/ai/together"
+)
+
+const systemPrompt = "You are an agent that helps users interact with microservices. " +
+	"Use the available tools to fulfill user requests. " +
+	"When you call a tool, explain what you are doing."
+
+func init() {
+	cmd.Register(&cli.Command{
+		Name:  "chat",
+		Usage: "Interactive AI chat that orchestrates your services",
+		Description: `Start an interactive chat session that uses an LLM to call your services.
+
+micro chat discovers every service in the registry, exposes each endpoint as a
+tool, and lets you ask natural-language questions like "list all users" or
+"create an order for product 42". The model decides which tool to call and
+issues RPCs to the right service.
+
+Examples:
+  # Chat with Anthropic Claude (uses ANTHROPIC_API_KEY)
+  ANTHROPIC_API_KEY=sk-ant-... micro chat --provider anthropic
+
+  # Use a single prompt and exit
+  micro chat --provider openai --prompt "list all users"
+
+  # Use a custom provider via base URL (auto-detected)
+  micro chat --api_key $KEY --base_url https://api.groq.com/openai
+
+Environment variables:
+  MICRO_AI_PROVIDER      Provider name (anthropic, openai, gemini, groq, ...)
+  MICRO_AI_API_KEY       API key for the provider
+  MICRO_AI_MODEL         Model name override
+  MICRO_AI_BASE_URL      Base URL override
+  ANTHROPIC_API_KEY      Fallback API key for the anthropic provider
+  OPENAI_API_KEY         Fallback API key for the openai provider
+  GEMINI_API_KEY         Fallback API key for the gemini provider`,
+		Flags: []cli.Flag{
+			&cli.StringFlag{Name: "provider", Usage: "AI provider (anthropic, openai, gemini, groq, mistral, together, atlascloud)", EnvVars: []string{"MICRO_AI_PROVIDER"}},
+			&cli.StringFlag{Name: "api_key", Usage: "API key for the provider", EnvVars: []string{"MICRO_AI_API_KEY"}},
+			&cli.StringFlag{Name: "model", Usage: "Model name (uses provider default if unset)", EnvVars: []string{"MICRO_AI_MODEL"}},
+			&cli.StringFlag{Name: "base_url", Usage: "Override the provider's base URL", EnvVars: []string{"MICRO_AI_BASE_URL"}},
+			&cli.StringFlag{Name: "prompt", Usage: "Send a single prompt and exit (non-interactive)"},
+		},
+		Action: run,
+	})
+}
+
+func run(c *cli.Context) error {
+	provider := c.String("provider")
+	apiKey := c.String("api_key")
+	model := c.String("model")
+	baseURL := c.String("base_url")
+	singlePrompt := c.String("prompt")
+
+	if provider == "" {
+		provider = ai.AutoDetectProvider(baseURL)
+	}
+	if apiKey == "" {
+		apiKey = fallbackAPIKey(provider)
+	}
+	if apiKey == "" {
+		return fmt.Errorf("no API key configured; set --api_key or %s", envVarForProvider(provider))
+	}
+
+	// Discover tools and wire up a handler that routes to the right RPC.
+	reg := registry.DefaultRegistry
+	cli := client.DefaultClient
+
+	toolSet := tools.New(reg)
+	discovered, err := toolSet.Discover()
+	if err != nil {
+		return fmt.Errorf("discover tools: %w", err)
+	}
+
+	opts := []ai.Option{
+		ai.WithAPIKey(apiKey),
+		ai.WithToolHandler(toolSet.Handler(cli)),
+	}
+	if model != "" {
+		opts = append(opts, ai.WithModel(model))
+	}
+	if baseURL != "" {
+		opts = append(opts, ai.WithBaseURL(baseURL))
+	}
+
+	m := ai.New(provider, opts...)
+	if m == nil {
+		return fmt.Errorf("unknown provider: %s", provider)
+	}
+
+	if singlePrompt != "" {
+		return ask(c.Context, m, discovered, singlePrompt)
+	}
+
+	fmt.Printf("micro chat — provider=%s, model=%s, %d tools discovered\n",
+		provider, m.Options().Model, len(discovered))
+	fmt.Println("Type a prompt and press enter. Ctrl-D or 'exit' to quit.")
+	fmt.Println()
+
+	scanner := bufio.NewScanner(os.Stdin)
+	scanner.Buffer(make([]byte, 0, 4096), 1024*1024)
+	for {
+		fmt.Print("> ")
+		if !scanner.Scan() {
+			fmt.Println()
+			return nil
+		}
+		line := strings.TrimSpace(scanner.Text())
+		if line == "" {
+			continue
+		}
+		if line == "exit" || line == "quit" {
+			return nil
+		}
+		if err := ask(c.Context, m, discovered, line); err != nil {
+			fmt.Printf("error: %v\n", err)
+		}
+		fmt.Println()
+	}
+}
+
+func ask(ctx context.Context, m ai.Model, toolList []ai.Tool, prompt string) error {
+	resp, err := m.Generate(ctx, &ai.Request{
+		Prompt:       prompt,
+		SystemPrompt: systemPrompt,
+		Tools:        toolList,
+	})
+	if err != nil {
+		return err
+	}
+
+	if resp.Reply != "" {
+		fmt.Println(resp.Reply)
+	}
+	for _, tc := range resp.ToolCalls {
+		args, _ := json.Marshal(tc.Input)
+		fmt.Printf("  → called %s(%s)\n", tc.Name, args)
+	}
+	if resp.Answer != "" {
+		fmt.Println()
+		fmt.Println(resp.Answer)
+	}
+	return nil
+}
+
+// fallbackAPIKey returns the provider-specific environment variable when
+// neither --api_key nor MICRO_AI_API_KEY is set. This lets users keep
+// existing ANTHROPIC_API_KEY / OPENAI_API_KEY / GEMINI_API_KEY vars
+// without re-exporting them.
+func fallbackAPIKey(provider string) string {
+	if v := os.Getenv(envVarForProvider(provider)); v != "" {
+		return v
+	}
+	return ""
+}
+
+func envVarForProvider(provider string) string {
+	switch provider {
+	case "anthropic":
+		return "ANTHROPIC_API_KEY"
+	case "openai":
+		return "OPENAI_API_KEY"
+	case "gemini":
+		return "GEMINI_API_KEY"
+	case "groq":
+		return "GROQ_API_KEY"
+	case "mistral":
+		return "MISTRAL_API_KEY"
+	case "together":
+		return "TOGETHER_API_KEY"
+	case "atlascloud":
+		return "ATLASCLOUD_API_KEY"
+	default:
+		return "MICRO_AI_API_KEY"
+	}
+}
diff --git a/cmd/micro/main.go b/cmd/micro/main.go
index 968709f286..1342ad0e9b 100644
--- a/cmd/micro/main.go
+++ b/cmd/micro/main.go
@@ -4,6 +4,7 @@ import (
 	"embed"
 	"go-micro.dev/v5/cmd"
 
+	_ "go-micro.dev/v5/cmd/micro/chat"
 	_ "go-micro.dev/v5/cmd/micro/cli"
 	_ "go-micro.dev/v5/cmd/micro/cli/build"
 	_ "go-micro.dev/v5/cmd/micro/cli/deploy"

From 5d37a7e1a020266c99809c4c79b4b77f444456dd Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 24 May 2026 17:06:22 +0000
Subject: [PATCH 8/8] feat(examples): add gRPC interop example
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Add examples/grpc-interop showing that any standard gRPC client can
call a go-micro service — no go-micro SDK required on the client
side. Includes:

- proto/greeter.proto with generated Go, gRPC, and micro stubs
- server/ using go-micro gRPC transport
- client/ using stock google.golang.org/grpc (no go-micro imports)
- README with Python example and explanation of how routing works

Addresses the confusion from issue #2818 where users didn't know
that go-micro gRPC services are callable by any gRPC client.
---
 README.md                                     |   1 +
 examples/grpc-interop/README.md               |  66 +++
 examples/grpc-interop/client/main.go          |  43 ++
 examples/grpc-interop/go.mod                  |  72 ++++
 examples/grpc-interop/go.sum                  | 387 ++++++++++++++++++
 examples/grpc-interop/proto/greeter.pb.go     | 173 ++++++++
 .../grpc-interop/proto/greeter.pb.micro.go    |  79 ++++
 examples/grpc-interop/proto/greeter.proto     |  17 +
 .../grpc-interop/proto/greeter_grpc.pb.go     | 121 ++++++
 examples/grpc-interop/server/main.go          |  53 +++
 10 files changed, 1012 insertions(+)
 create mode 100644 examples/grpc-interop/README.md
 create mode 100644 examples/grpc-interop/client/main.go
 create mode 100644 examples/grpc-interop/go.mod
 create mode 100644 examples/grpc-interop/go.sum
 create mode 100644 examples/grpc-interop/proto/greeter.pb.go
 create mode 100644 examples/grpc-interop/proto/greeter.pb.micro.go
 create mode 100644 examples/grpc-interop/proto/greeter.proto
 create mode 100644 examples/grpc-interop/proto/greeter_grpc.pb.go
 create mode 100644 examples/grpc-interop/server/main.go

diff --git a/README.md b/README.md
index 41fe6a0964..702b33b09a 100644
--- a/README.md
+++ b/README.md
@@ -275,6 +275,7 @@ Every service gets `Client()`, `Server()`, and `Model()` — call services, hand
 
 Check out [/examples](examples/) for runnable code:
 - [hello-world](examples/hello-world/) - Basic RPC service
+- [grpc-interop](examples/grpc-interop/) - Call go-micro from any gRPC client
 - [web-service](examples/web-service/) - HTTP REST API
 - [multi-service](examples/multi-service/) - Multiple services in one binary
 - [mcp](examples/mcp/) - MCP integration with AI agents
diff --git a/examples/grpc-interop/README.md b/examples/grpc-interop/README.md
new file mode 100644
index 0000000000..504168ee7c
--- /dev/null
+++ b/examples/grpc-interop/README.md
@@ -0,0 +1,66 @@
+# gRPC Interop Example
+
+This example shows that **any standard gRPC client** can call a go-micro service — no go-micro SDK required on the client side.
+
+The server is a normal go-micro service using the gRPC transport. The client is a plain `google.golang.org/grpc` client with no go-micro imports.
+
+## How it works
+
+go-micro's gRPC server uses a [`grpc.UnknownServiceHandler`](https://pkg.go.dev/google.golang.org/grpc#UnknownServiceHandler) that catches all incoming requests and routes them by parsing the standard gRPC method path (`/package.Service/Method`). This means any language with gRPC support (Python, Java, Rust, etc.) can call go-micro services using generated protobuf stubs.
+
+## Running
+
+Start the server:
+
+```bash
+cd examples/grpc-interop
+go run ./server/
+```
+
+In another terminal, call it with the standard gRPC client:
+
+```bash
+cd examples/grpc-interop
+go run ./client/ --name Alice
+# Response: Hello Alice
+```
+
+## Calling from other languages
+
+Generate stubs from `proto/greeter.proto` in your language of choice and point them at `localhost:50051`. For example, with Python:
+
+```bash
+pip install grpcio-tools
+python -m grpc_tools.protoc -Iproto --python_out=. --grpc_python_out=. proto/greeter.proto
+```
+
+```python
+import grpc
+import greeter_pb2
+import greeter_pb2_grpc
+
+channel = grpc.insecure_channel("localhost:50051")
+stub = greeter_pb2_grpc.GreeterStub(channel)
+
+response = stub.Hello(greeter_pb2.HelloRequest(name="Alice"))
+print(response.message)  # Hello Alice
+```
+
+## Key points
+
+- The go-micro server registers handlers via `pb.RegisterGreeterHandler()`
+- The standard gRPC client uses stubs generated by `protoc-gen-go-grpc`
+- Both share the same `.proto` file — that's the contract
+- The server uses protobuf encoding on the wire, same as any gRPC service
+- Service discovery (mDNS, consul, etc.) is only needed for go-micro-to-go-micro calls; direct gRPC clients connect by address
+
+## Regenerating proto stubs
+
+```bash
+protoc --go_out=. --go_opt=paths=source_relative \
+       --go-grpc_out=. --go-grpc_opt=paths=source_relative \
+       --micro_out=. --micro_opt=paths=source_relative \
+       proto/greeter.proto
+```
+
+Requires `protoc-gen-go`, `protoc-gen-go-grpc`, and `protoc-gen-micro`.
diff --git a/examples/grpc-interop/client/main.go b/examples/grpc-interop/client/main.go
new file mode 100644
index 0000000000..bdd4df8388
--- /dev/null
+++ b/examples/grpc-interop/client/main.go
@@ -0,0 +1,43 @@
+// client calls the go-micro Greeter service using a standard gRPC
+// client — no go-micro SDK. This proves any language with gRPC support
+// can call go-micro services.
+package main
+
+import (
+	"context"
+	"flag"
+	"fmt"
+	"log"
+	"time"
+
+	pb "example/proto"
+
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/credentials/insecure"
+)
+
+func main() {
+	addr := flag.String("addr", "localhost:50051", "server address")
+	name := flag.String("name", "World", "name to greet")
+	flag.Parse()
+
+	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
+	defer cancel()
+
+	conn, err := grpc.NewClient(*addr,
+		grpc.WithTransportCredentials(insecure.NewCredentials()),
+	)
+	if err != nil {
+		log.Fatalf("connect: %v", err)
+	}
+	defer conn.Close()
+
+	client := pb.NewGreeterClient(conn)
+
+	resp, err := client.Hello(ctx, &pb.HelloRequest{Name: *name})
+	if err != nil {
+		log.Fatalf("Hello: %v", err)
+	}
+
+	fmt.Printf("Response: %s\n", resp.Message)
+}
diff --git a/examples/grpc-interop/go.mod b/examples/grpc-interop/go.mod
new file mode 100644
index 0000000000..a8648105fa
--- /dev/null
+++ b/examples/grpc-interop/go.mod
@@ -0,0 +1,72 @@
+module example
+
+go 1.24
+
+require (
+	go-micro.dev/v5 v5.16.0
+	google.golang.org/grpc v1.71.1
+	google.golang.org/protobuf v1.36.6
+)
+
+require (
+	dario.cat/mergo v1.0.2 // indirect
+	github.com/armon/go-metrics v0.4.1 // indirect
+	github.com/bitly/go-simplejson v0.5.0 // indirect
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/coreos/go-semver v0.3.0 // indirect
+	github.com/coreos/go-systemd/v22 v22.3.2 // indirect
+	github.com/cornelk/hashmap v1.0.8 // indirect
+	github.com/cpuguy83/go-md2man/v2 v2.0.5 // indirect
+	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
+	github.com/fatih/color v1.16.0 // indirect
+	github.com/fsnotify/fsnotify v1.6.0 // indirect
+	github.com/go-redis/redis/v8 v8.11.5 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/golang/protobuf v1.5.4 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/hashicorp/consul/api v1.32.1 // indirect
+	github.com/hashicorp/errwrap v1.1.0 // indirect
+	github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
+	github.com/hashicorp/go-hclog v1.5.0 // indirect
+	github.com/hashicorp/go-immutable-radix v1.3.1 // indirect
+	github.com/hashicorp/go-multierror v1.1.1 // indirect
+	github.com/hashicorp/go-rootcerts v1.0.2 // indirect
+	github.com/hashicorp/golang-lru v1.0.2 // indirect
+	github.com/hashicorp/serf v0.10.1 // indirect
+	github.com/klauspost/compress v1.18.0 // indirect
+	github.com/lib/pq v1.10.9 // indirect
+	github.com/mattn/go-colorable v0.1.13 // indirect
+	github.com/mattn/go-isatty v0.0.20 // indirect
+	github.com/miekg/dns v1.1.50 // indirect
+	github.com/mitchellh/go-homedir v1.1.0 // indirect
+	github.com/mitchellh/hashstructure v1.1.0 // indirect
+	github.com/mitchellh/mapstructure v1.5.0 // indirect
+	github.com/nats-io/nats.go v1.42.0 // indirect
+	github.com/nats-io/nkeys v0.4.11 // indirect
+	github.com/nats-io/nuid v1.0.1 // indirect
+	github.com/oxtoacart/bpool v0.0.0-20190530202638-03653db5a59c // indirect
+	github.com/patrickmn/go-cache v2.1.0+incompatible // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/rabbitmq/amqp091-go v1.10.0 // indirect
+	github.com/russross/blackfriday/v2 v2.1.0 // indirect
+	github.com/urfave/cli/v2 v2.27.6 // indirect
+	github.com/xrash/smetrics v0.0.0-20240521201337-686a1a2994c1 // indirect
+	go.etcd.io/bbolt v1.4.0 // indirect
+	go.etcd.io/etcd/api/v3 v3.5.21 // indirect
+	go.etcd.io/etcd/client/pkg/v3 v3.5.21 // indirect
+	go.etcd.io/etcd/client/v3 v3.5.21 // indirect
+	go.uber.org/multierr v1.10.0 // indirect
+	go.uber.org/zap v1.27.0 // indirect
+	golang.org/x/crypto v0.37.0 // indirect
+	golang.org/x/exp v0.0.0-20250305212735-054e65f0b394 // indirect
+	golang.org/x/mod v0.24.0 // indirect
+	golang.org/x/net v0.38.0 // indirect
+	golang.org/x/sync v0.13.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/text v0.24.0 // indirect
+	golang.org/x/tools v0.31.0 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250324211829-b45e905df463 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250324211829-b45e905df463 // indirect
+)
+
+replace go-micro.dev/v5 => ../..
diff --git a/examples/grpc-interop/go.sum b/examples/grpc-interop/go.sum
new file mode 100644
index 0000000000..e774d2de46
--- /dev/null
+++ b/examples/grpc-interop/go.sum
@@ -0,0 +1,387 @@
+dario.cat/mergo v1.0.2 h1:85+piFYR1tMbRrLcDwR18y4UKJ3aH1Tbzi24VRW1TK8=
+dario.cat/mergo v1.0.2/go.mod h1:E/hbnu0NxMFBjpMIE34DRGLWqDy0g5FuKDhCb31ngxA=
+filippo.io/edwards25519 v1.1.0 h1:FNf4tywRC1HmFuKW5xopWpigGjJKiJSV0Cqo0cJWDaA=
+filippo.io/edwards25519 v1.1.0/go.mod h1:BxyFTGdWcka3PhytdK4V28tE5sGfRvvvRV7EaN4VDT4=
+github.com/DataDog/datadog-go v3.2.0+incompatible/go.mod h1:LButxg5PwREeZtORoXG3tL4fMGNddJ+vMq1mwgfaqoQ=
+github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
+github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/alecthomas/units v0.0.0-20190717042225-c3de453c63f4/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
+github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
+github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
+github.com/armon/go-metrics v0.4.1 h1:hR91U9KYmb6bLBYLQjyM+3j+rcd/UhE+G78SFnF8gJA=
+github.com/armon/go-metrics v0.4.1/go.mod h1:E6amYzXo6aW1tqzoZGT755KkbgrJsSdpwZ+3JqfkOG4=
+github.com/armon/go-radix v0.0.0-20180808171621-7fddfc383310/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8=
+github.com/armon/go-radix v1.0.0/go.mod h1:ufUuZ+zHj4x4TnLV4JWEpy2hxWSpsRywHrMgIH9cCH8=
+github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
+github.com/beorn7/perks v1.0.0/go.mod h1:KWe93zE9D1o94FZ5RNwFwVgaQK1VOXiVxmqh+CedLV8=
+github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/bgentry/speakeasy v0.1.0/go.mod h1:+zsyZBPWlz7T6j88CTgSN5bM796AkVf0kBD4zp0CCIs=
+github.com/bitly/go-simplejson v0.5.0 h1:6IH+V8/tVMab511d5bn4M7EwGXZf9Hj6i2xSwkNEM+Y=
+github.com/bitly/go-simplejson v0.5.0/go.mod h1:cXHtHw4XUPsvGaxgjIAn8PhEWG9NfngEKAMDJEczWVA=
+github.com/bmizerany/assert v0.0.0-20160611221934-b7ed37b82869 h1:DDGfHa7BWjL4YnC6+E63dPcxHo2sUxDIu8g3QgEJdRY=
+github.com/bmizerany/assert v0.0.0-20160611221934-b7ed37b82869/go.mod h1:Ekp36dRnpXw/yCqJaO+ZrUyxD+3VXMFFr56k5XYrpB4=
+github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/circonus-labs/circonus-gometrics v2.3.1+incompatible/go.mod h1:nmEj6Dob7S7YxXgwXpfOuvO54S+tGdZdw9fuRZt25Ag=
+github.com/circonus-labs/circonusllhist v0.1.3/go.mod h1:kMXHVDlOchFAehlya5ePtbp5jckzBHf4XRpQvBOLI+I=
+github.com/coreos/go-semver v0.3.0 h1:wkHLiw0WNATZnSG7epLsujiMCgPAc9xhjJ4tgnAxmfM=
+github.com/coreos/go-semver v0.3.0/go.mod h1:nnelYz7RCh+5ahJtPPxZlU+153eP4D4r3EedlOD2RNk=
+github.com/coreos/go-systemd/v22 v22.3.2 h1:D9/bQk5vlXQFZ6Kwuu6zaiXJ9oTPe68++AzAJc1DzSI=
+github.com/coreos/go-systemd/v22 v22.3.2/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
+github.com/cornelk/hashmap v1.0.8 h1:nv0AWgw02n+iDcawr5It4CjQIAcdMMKRrs10HOJYlrc=
+github.com/cornelk/hashmap v1.0.8/go.mod h1:RfZb7JO3RviW/rT6emczVuC/oxpdz4UsSB2LJSclR1k=
+github.com/cpuguy83/go-md2man/v2 v2.0.5 h1:ZtcqGrnekaHpVLArFSe4HK5DoKx1T0rq2DwVB0alcyc=
+github.com/cpuguy83/go-md2man/v2 v2.0.5/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1/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/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f h1:lO4WD4F/rVNCu3HqELle0jiPLLBs70cWOduZpkS1E78=
+github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f/go.mod h1:cuUVRXasLTGF7a8hSLbxyZXjz+1KgoB3wDUb6vlszIc=
+github.com/fatih/color v1.7.0/go.mod h1:Zm6kSWBoL9eyXnKyktHP6abPY2pDugNf5KwzbycvMj4=
+github.com/fatih/color v1.9.0/go.mod h1:eQcE1qtQxscV5RaZvpXrrb8Drkc3/DdQ+uUYCNjL+zU=
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diff --git a/examples/grpc-interop/proto/greeter.pb.go b/examples/grpc-interop/proto/greeter.pb.go
new file mode 100644
index 0000000000..fc0328a328
--- /dev/null
+++ b/examples/grpc-interop/proto/greeter.pb.go
@@ -0,0 +1,173 @@
+// Code generated by protoc-gen-go. DO NOT EDIT.
+// versions:
+// 	protoc-gen-go v1.36.11
+// 	protoc        v3.21.12
+// source: proto/greeter.proto
+
+package proto
+
+import (
+	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
+	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
+	reflect "reflect"
+	sync "sync"
+	unsafe "unsafe"
+)
+
+const (
+	// Verify that this generated code is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
+	// Verify that runtime/protoimpl is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
+)
+
+type HelloRequest struct {
+	state         protoimpl.MessageState `protogen:"open.v1"`
+	Name          string                 `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
+	unknownFields protoimpl.UnknownFields
+	sizeCache     protoimpl.SizeCache
+}
+
+func (x *HelloRequest) Reset() {
+	*x = HelloRequest{}
+	mi := &file_proto_greeter_proto_msgTypes[0]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *HelloRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*HelloRequest) ProtoMessage() {}
+
+func (x *HelloRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_proto_greeter_proto_msgTypes[0]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use HelloRequest.ProtoReflect.Descriptor instead.
+func (*HelloRequest) Descriptor() ([]byte, []int) {
+	return file_proto_greeter_proto_rawDescGZIP(), []int{0}
+}
+
+func (x *HelloRequest) GetName() string {
+	if x != nil {
+		return x.Name
+	}
+	return ""
+}
+
+type HelloResponse struct {
+	state         protoimpl.MessageState `protogen:"open.v1"`
+	Message       string                 `protobuf:"bytes,1,opt,name=message,proto3" json:"message,omitempty"`
+	unknownFields protoimpl.UnknownFields
+	sizeCache     protoimpl.SizeCache
+}
+
+func (x *HelloResponse) Reset() {
+	*x = HelloResponse{}
+	mi := &file_proto_greeter_proto_msgTypes[1]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *HelloResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*HelloResponse) ProtoMessage() {}
+
+func (x *HelloResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_proto_greeter_proto_msgTypes[1]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use HelloResponse.ProtoReflect.Descriptor instead.
+func (*HelloResponse) Descriptor() ([]byte, []int) {
+	return file_proto_greeter_proto_rawDescGZIP(), []int{1}
+}
+
+func (x *HelloResponse) GetMessage() string {
+	if x != nil {
+		return x.Message
+	}
+	return ""
+}
+
+var File_proto_greeter_proto protoreflect.FileDescriptor
+
+const file_proto_greeter_proto_rawDesc = "" +
+	"\n" +
+	"\x13proto/greeter.proto\x12\agreeter\"\"\n" +
+	"\fHelloRequest\x12\x12\n" +
+	"\x04name\x18\x01 \x01(\tR\x04name\")\n" +
+	"\rHelloResponse\x12\x18\n" +
+	"\amessage\x18\x01 \x01(\tR\amessage2C\n" +
+	"\aGreeter\x128\n" +
+	"\x05Hello\x12\x15.greeter.HelloRequest\x1a\x16.greeter.HelloResponse\"\x00B\tZ\a./protob\x06proto3"
+
+var (
+	file_proto_greeter_proto_rawDescOnce sync.Once
+	file_proto_greeter_proto_rawDescData []byte
+)
+
+func file_proto_greeter_proto_rawDescGZIP() []byte {
+	file_proto_greeter_proto_rawDescOnce.Do(func() {
+		file_proto_greeter_proto_rawDescData = protoimpl.X.CompressGZIP(unsafe.Slice(unsafe.StringData(file_proto_greeter_proto_rawDesc), len(file_proto_greeter_proto_rawDesc)))
+	})
+	return file_proto_greeter_proto_rawDescData
+}
+
+var file_proto_greeter_proto_msgTypes = make([]protoimpl.MessageInfo, 2)
+var file_proto_greeter_proto_goTypes = []any{
+	(*HelloRequest)(nil),  // 0: greeter.HelloRequest
+	(*HelloResponse)(nil), // 1: greeter.HelloResponse
+}
+var file_proto_greeter_proto_depIdxs = []int32{
+	0, // 0: greeter.Greeter.Hello:input_type -> greeter.HelloRequest
+	1, // 1: greeter.Greeter.Hello:output_type -> greeter.HelloResponse
+	1, // [1:2] is the sub-list for method output_type
+	0, // [0:1] is the sub-list for method input_type
+	0, // [0:0] is the sub-list for extension type_name
+	0, // [0:0] is the sub-list for extension extendee
+	0, // [0:0] is the sub-list for field type_name
+}
+
+func init() { file_proto_greeter_proto_init() }
+func file_proto_greeter_proto_init() {
+	if File_proto_greeter_proto != nil {
+		return
+	}
+	type x struct{}
+	out := protoimpl.TypeBuilder{
+		File: protoimpl.DescBuilder{
+			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
+			RawDescriptor: unsafe.Slice(unsafe.StringData(file_proto_greeter_proto_rawDesc), len(file_proto_greeter_proto_rawDesc)),
+			NumEnums:      0,
+			NumMessages:   2,
+			NumExtensions: 0,
+			NumServices:   1,
+		},
+		GoTypes:           file_proto_greeter_proto_goTypes,
+		DependencyIndexes: file_proto_greeter_proto_depIdxs,
+		MessageInfos:      file_proto_greeter_proto_msgTypes,
+	}.Build()
+	File_proto_greeter_proto = out.File
+	file_proto_greeter_proto_goTypes = nil
+	file_proto_greeter_proto_depIdxs = nil
+}
diff --git a/examples/grpc-interop/proto/greeter.pb.micro.go b/examples/grpc-interop/proto/greeter.pb.micro.go
new file mode 100644
index 0000000000..176348892b
--- /dev/null
+++ b/examples/grpc-interop/proto/greeter.pb.micro.go
@@ -0,0 +1,79 @@
+// Code generated by protoc-gen-micro. DO NOT EDIT.
+// source: proto/greeter.proto
+
+package proto
+
+import (
+	fmt "fmt"
+	proto "google.golang.org/protobuf/proto"
+	math "math"
+)
+
+import (
+	context "context"
+	client "go-micro.dev/v5/client"
+	server "go-micro.dev/v5/server"
+)
+
+// Reference imports to suppress errors if they are not otherwise used.
+var _ = proto.Marshal
+var _ = fmt.Errorf
+var _ = math.Inf
+
+// Reference imports to suppress errors if they are not otherwise used.
+var _ context.Context
+var _ client.Option
+var _ server.Option
+
+// Client API for Greeter service
+
+type GreeterService interface {
+	Hello(ctx context.Context, in *HelloRequest, opts ...client.CallOption) (*HelloResponse, error)
+}
+
+type greeterService struct {
+	c    client.Client
+	name string
+}
+
+func NewGreeterService(name string, c client.Client) GreeterService {
+	return &greeterService{
+		c:    c,
+		name: name,
+	}
+}
+
+func (c *greeterService) Hello(ctx context.Context, in *HelloRequest, opts ...client.CallOption) (*HelloResponse, error) {
+	req := c.c.NewRequest(c.name, "Greeter.Hello", in)
+	out := new(HelloResponse)
+	err := c.c.Call(ctx, req, out, opts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+// Server API for Greeter service
+
+type GreeterHandler interface {
+	Hello(context.Context, *HelloRequest, *HelloResponse) error
+}
+
+func RegisterGreeterHandler(s server.Server, hdlr GreeterHandler, opts ...server.HandlerOption) error {
+	type greeter interface {
+		Hello(ctx context.Context, in *HelloRequest, out *HelloResponse) error
+	}
+	type Greeter struct {
+		greeter
+	}
+	h := &greeterHandler{hdlr}
+	return s.Handle(s.NewHandler(&Greeter{h}, opts...))
+}
+
+type greeterHandler struct {
+	GreeterHandler
+}
+
+func (h *greeterHandler) Hello(ctx context.Context, in *HelloRequest, out *HelloResponse) error {
+	return h.GreeterHandler.Hello(ctx, in, out)
+}
diff --git a/examples/grpc-interop/proto/greeter.proto b/examples/grpc-interop/proto/greeter.proto
new file mode 100644
index 0000000000..7dfc4a09ab
--- /dev/null
+++ b/examples/grpc-interop/proto/greeter.proto
@@ -0,0 +1,17 @@
+syntax = "proto3";
+
+package greeter;
+
+option go_package = "./proto";
+
+service Greeter {
+  rpc Hello(HelloRequest) returns (HelloResponse) {}
+}
+
+message HelloRequest {
+  string name = 1;
+}
+
+message HelloResponse {
+  string message = 1;
+}
diff --git a/examples/grpc-interop/proto/greeter_grpc.pb.go b/examples/grpc-interop/proto/greeter_grpc.pb.go
new file mode 100644
index 0000000000..13f4ff90cb
--- /dev/null
+++ b/examples/grpc-interop/proto/greeter_grpc.pb.go
@@ -0,0 +1,121 @@
+// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
+// versions:
+// - protoc-gen-go-grpc v1.6.2
+// - protoc             v3.21.12
+// source: proto/greeter.proto
+
+package proto
+
+import (
+	context "context"
+	grpc "google.golang.org/grpc"
+	codes "google.golang.org/grpc/codes"
+	status "google.golang.org/grpc/status"
+)
+
+// This is a compile-time assertion to ensure that this generated file
+// is compatible with the grpc package it is being compiled against.
+// Requires gRPC-Go v1.64.0 or later.
+const _ = grpc.SupportPackageIsVersion9
+
+const (
+	Greeter_Hello_FullMethodName = "/greeter.Greeter/Hello"
+)
+
+// GreeterClient is the client API for Greeter service.
+//
+// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.
+type GreeterClient interface {
+	Hello(ctx context.Context, in *HelloRequest, opts ...grpc.CallOption) (*HelloResponse, error)
+}
+
+type greeterClient struct {
+	cc grpc.ClientConnInterface
+}
+
+func NewGreeterClient(cc grpc.ClientConnInterface) GreeterClient {
+	return &greeterClient{cc}
+}
+
+func (c *greeterClient) Hello(ctx context.Context, in *HelloRequest, opts ...grpc.CallOption) (*HelloResponse, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	out := new(HelloResponse)
+	err := c.cc.Invoke(ctx, Greeter_Hello_FullMethodName, in, out, cOpts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+// GreeterServer is the server API for Greeter service.
+// All implementations must embed UnimplementedGreeterServer
+// for forward compatibility.
+type GreeterServer interface {
+	Hello(context.Context, *HelloRequest) (*HelloResponse, error)
+	mustEmbedUnimplementedGreeterServer()
+}
+
+// UnimplementedGreeterServer must be embedded to have
+// forward compatible implementations.
+//
+// NOTE: this should be embedded by value instead of pointer to avoid a nil
+// pointer dereference when methods are called.
+type UnimplementedGreeterServer struct{}
+
+func (UnimplementedGreeterServer) Hello(context.Context, *HelloRequest) (*HelloResponse, error) {
+	return nil, status.Error(codes.Unimplemented, "method Hello not implemented")
+}
+func (UnimplementedGreeterServer) mustEmbedUnimplementedGreeterServer() {}
+func (UnimplementedGreeterServer) testEmbeddedByValue()                 {}
+
+// UnsafeGreeterServer may be embedded to opt out of forward compatibility for this service.
+// Use of this interface is not recommended, as added methods to GreeterServer will
+// result in compilation errors.
+type UnsafeGreeterServer interface {
+	mustEmbedUnimplementedGreeterServer()
+}
+
+func RegisterGreeterServer(s grpc.ServiceRegistrar, srv GreeterServer) {
+	// If the following call panics, it indicates UnimplementedGreeterServer was
+	// embedded by pointer and is nil.  This will cause panics if an
+	// unimplemented method is ever invoked, so we test this at initialization
+	// time to prevent it from happening at runtime later due to I/O.
+	if t, ok := srv.(interface{ testEmbeddedByValue() }); ok {
+		t.testEmbeddedByValue()
+	}
+	s.RegisterService(&Greeter_ServiceDesc, srv)
+}
+
+func _Greeter_Hello_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(HelloRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(GreeterServer).Hello(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: Greeter_Hello_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(GreeterServer).Hello(ctx, req.(*HelloRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+// Greeter_ServiceDesc is the grpc.ServiceDesc for Greeter service.
+// It's only intended for direct use with grpc.RegisterService,
+// and not to be introspected or modified (even as a copy)
+var Greeter_ServiceDesc = grpc.ServiceDesc{
+	ServiceName: "greeter.Greeter",
+	HandlerType: (*GreeterServer)(nil),
+	Methods: []grpc.MethodDesc{
+		{
+			MethodName: "Hello",
+			Handler:    _Greeter_Hello_Handler,
+		},
+	},
+	Streams:  []grpc.StreamDesc{},
+	Metadata: "proto/greeter.proto",
+}
diff --git a/examples/grpc-interop/server/main.go b/examples/grpc-interop/server/main.go
new file mode 100644
index 0000000000..24517a3fd7
--- /dev/null
+++ b/examples/grpc-interop/server/main.go
@@ -0,0 +1,53 @@
+// server starts a go-micro gRPC service. Any standard gRPC client
+// (Go, Python, Java, etc.) can call it — no go-micro SDK required on
+// the client side.
+package main
+
+import (
+	"context"
+	"fmt"
+	"log"
+
+	micro "go-micro.dev/v5"
+	"go-micro.dev/v5/client"
+	grpcclient "go-micro.dev/v5/client/grpc"
+	"go-micro.dev/v5/server"
+	grpcserver "go-micro.dev/v5/server/grpc"
+
+	pb "example/proto"
+)
+
+type Greeter struct{}
+
+func (g *Greeter) Hello(ctx context.Context, req *pb.HelloRequest, rsp *pb.HelloResponse) error {
+	log.Printf("Received request: name=%q", req.Name)
+	rsp.Message = "Hello " + req.Name
+	return nil
+}
+
+func main() {
+	addr := ":50051"
+
+	service := micro.New("greeter",
+		micro.Server(grpcserver.NewServer(
+			server.Name("greeter"),
+			server.Address(addr),
+		)),
+		micro.Client(grpcclient.NewClient(
+			client.ContentType("application/grpc+proto"),
+		)),
+	)
+
+	service.Init()
+
+	pb.RegisterGreeterHandler(service.Server(), new(Greeter))
+
+	fmt.Println("Go-Micro gRPC server listening on", addr)
+	fmt.Println()
+	fmt.Println("Call with a standard gRPC client:")
+	fmt.Println("  go run ../client/main.go")
+
+	if err := service.Run(); err != nil {
+		log.Fatal(err)
+	}
+}