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Add inference providers details #37

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Add inference providers details #37

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aaa8ae8
Add inference providers details
aymeric-roucher Jun 20, 2025
207121d
Remove second HTTP call
aymeric-roucher Jun 21, 2025
6af41b9
Improve and test formatting
aymeric-roucher Jun 21, 2025
dc7ca5f
Put Inference provider details at the bottom
aymeric-roucher Jun 21, 2025
1feb076
Merge remote-tracking branch 'origin/main' into pr/aymeric-roucher/37
evalstate Jun 23, 2025
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56 changes: 55 additions & 1 deletion packages/mcp/src/model-detail.ts
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Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
import { z } from 'zod';
import { modelInfo } from '@huggingface/hub';
import { z } from 'zod';
import { formatDate, formatNumber } from './utilities.js';

const SPACES_TO_INCLUDE = 12;
Expand Down Expand Up @@ -58,11 +58,20 @@ interface ModelMetadata {
fineTunedFrom?: string;
}

// Inference providers information
interface InferenceProvider {
provider: string;
status?: string;
providerId?: string;
task?: string;
}

// Complete model information structure
interface ModelInformation extends ModelBasicInfo {
extended?: ModelExtendedInfo;
technical?: ModelTechnicalDetails;
metadata?: ModelMetadata;
inferenceProviders?: InferenceProvider[];
spaces?: Array<{
id: string;
name: string;
Expand All @@ -87,6 +96,7 @@ export class ModelDetailTool {
this.hubUrl = hubUrl;
}


/**
* Get detailed information about a specific model
*
Expand All @@ -106,6 +116,7 @@ export class ModelDetailTool {
'safetensors',
'cardData',
'spaces',
'inferenceProviderMapping',
] as const;

const modelData = await modelInfo<(typeof additionalFields)[number]>({
Expand All @@ -115,6 +126,18 @@ export class ModelDetailTool {
...(this.hubUrl && { hubUrl: this.hubUrl }),
});

// Extract inference providers from modelData if available
let inferenceProviders: InferenceProvider[] | undefined;

if (modelData.inferenceProviderMapping && typeof modelData.inferenceProviderMapping === 'object') {
inferenceProviders = Object.entries(modelData.inferenceProviderMapping).map(([providerName, providerData]: [string, any]) => ({
provider: providerName,
status: providerData.status,
providerId: providerData.providerId,
task: providerData.task,
}));
}

// Build the structured model information
const modelDetails: ModelInformation = {
// Basic info (required fields)
Expand All @@ -134,6 +157,9 @@ export class ModelDetailTool {
downloadsAllTime: modelData.downloadsAllTime,
tags: modelData.tags,
},

// Inference providers (if available)
...(inferenceProviders && inferenceProviders.length > 0 && { inferenceProviders }),
};

// Technical details (requires validation)
Expand Down Expand Up @@ -352,6 +378,34 @@ function formatModelDetails(model: ModelInformation): string {
r.push('');
}

// Inference Providers - if available
if (model.inferenceProviders && model.inferenceProviders.length > 0) {
r.push('## Inference Providers');
console.log('DEBUG: inferenceProviders:', model.inferenceProviders);
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i'll move the logging utility to a shared package (amongst other build improvements) and remove the console.log when ready to merge


for (const provider of model.inferenceProviders) {
let providerLine = `- **${provider.provider}**`;

// Add status if available
if (provider.status) {
providerLine += ` (${provider.status})`;
}

// Add provider ID if available
if (provider.providerId) {
providerLine += ` | Provider ID: ${provider.providerId}`;
}

// Add task if available
if (provider.task) {
providerLine += ` | Task: ${provider.task}`;
}
Comment on lines +394 to +402
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Suggested change
// Add provider ID if available
if (provider.providerId) {
providerLine += ` | Provider ID: ${provider.providerId}`;
}
// Add task if available
if (provider.task) {
providerLine += ` | Task: ${provider.task}`;
}

i'd remove all this

r.push(providerLine);
}

r.push('');
}

// Link is reliable - based on model name which is required
r.push(`**Link:** [https://hf.co/${model.name}](https://hf.co/${model.name})`);

Expand Down