developing-genkit-tooling
genkit-ai/genkit/skills/developing-genkit-tooling/SKILL.md
Best practices for authoring Genkit tooling, including CLI commands and MCP server tools. Covers naming conventions, architectural patterns, and consistency guidelines.
Skill6.5k starsChanged 12 months ago
What's in it
- Developing Genkit Tooling
- Naming Conventions
- CLI Commands
- MCP Tools
- CLI Command Architecture
- Runtime Interaction
- Output Formatting
- MCP Tool Architecture
- Static Tools (e.g., Docs)
- Runtime Tools (e.g., Flows, Runtime Control)
- Error Handling
---
name: developing-genkit-tooling
description: Best practices for authoring Genkit tooling, including CLI commands and MCP server tools. Covers naming conventions, architectural patterns, and consistency guidelines.
---
# Developing Genkit Tooling
## Naming Conventions
Consistency in naming helps users and agents navigate the tooling.
### CLI Commands
Use **kebab-case** with colon separators for subcommands.
- **Format**: `noun:verb` or `category:action`
- **Examples**: `flow:run`, `eval:run`, `init`
- **Arguments**: Use camelCase in code (`flowName`) but standard format in help text (`<flowName>`).
### MCP Tools
Use **snake_case** for tool names to align with MCP standards.
- **Format**: `verb_noun`
- **Examples**: `list_flows`, `run_flow`, `list_genkit_docs`, `read_genkit_docs`
## CLI Command Architecture
Commands are implemented in `cli/src/commands/` using `commander`.
### Runtime Interaction
Most commands require interacting with the user's project runtime. Use the `runWithManager` utility to handle the lifecycle of the runtime process.
```typescript
import { runWithManager } from '../utils/manager-utils';
// ... command definition ...
.action(async (arg, options) => {
await runWithManager(await findProjectRoot(), async (manager) => {
// Interact with manager here
const result = await manager.runAction({ key: arg });
});
});
```
### Output Formatting
- **Logging**: Use `logger` from `@genkit-ai/tools-common/utils`.
- **Machine Readable**: Provide options for JSON output or file writing when the command produces data.
- **Streaming**: If the operation supports streaming (like `flow:run`), provide a `--stream` flag and pipe output to stdout.
## MCP Tool Architecture
MCP tools in `cli/src/mcp/` follow two distinct patterns: **Static** and **Runtime**.
### Static Tools (e.g., Docs)
These tools do not require a running Genkit project context.
- **Registration**: `defineDocsTool(server: McpServer)`
- **Dependencies**: Only the `server` instance.
- **Use Case**: Documentation, usage guides, global configuration.
### Runtime Tools (e.g., Flows, Runtime Control)
These tools interact with a specific Genkit project's runtime.
- **Registration**: `defineRuntimeTools(server: McpServer, options: McpToolOptions)`
- **Dependencies**: Requires `options` containing `manager` (process manager) and `projectRoot`.
- **Schema**: MUST use `getCommonSchema(options.explicitProjectRoot, ...)` to ensure the tool can accept a `projectRoot` argument when required (e.g., in multi-project environments).
```typescript
// Runtime tool definition pattern
server.registerTool(
'my_runtime_tool',
{
inputSchema: getCommonSchema(options.explicitProjectRoot, {
myArg: z.string(),
}),
},
async (opts) => {
// Resolve project root before action
const rootOrError = resolveProjectRoot(
options.explicitProjectRoot,
opts,
options.projectRoot
);
if (typeof rootOrError !== 'string') return rootOrError;
// access manager via options.manager
}
);
```
### Error Handling
MCP tools should generally catch errors and return them as content blocks with `isError: true` rather than throwing exceptions, which ensures the client receives a structured error response.
```typescript
try {
// operation
} catch (err) {
const message = err instanceof Error ? err.message : String(err);
return {
isError: true,
content: [{ type: 'text', text: `Error: ${message}` }],
};
}
```
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- firebase/genkit6.5k
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