diff --git a/starter/tokenlab-model-explorer/.env.example b/starter/tokenlab-model-explorer/.env.example new file mode 100644 index 0000000000..23994e6b03 --- /dev/null +++ b/starter/tokenlab-model-explorer/.env.example @@ -0,0 +1,2 @@ +PORT=8000 +TOKENLAB_API_BASE=https://api.tokenlab.sh diff --git a/starter/tokenlab-model-explorer/.gitignore b/starter/tokenlab-model-explorer/.gitignore new file mode 100644 index 0000000000..fbbfc3b9b5 --- /dev/null +++ b/starter/tokenlab-model-explorer/.gitignore @@ -0,0 +1,6 @@ +node_modules/ +.env +dist/ +.DS_Store +npm-debug.log* +.vercel diff --git a/starter/tokenlab-model-explorer/LICENSE b/starter/tokenlab-model-explorer/LICENSE new file mode 100644 index 0000000000..39f4a16af7 --- /dev/null +++ b/starter/tokenlab-model-explorer/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2026 TokenLab + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/starter/tokenlab-model-explorer/README.md b/starter/tokenlab-model-explorer/README.md new file mode 100644 index 0000000000..95dda3758d --- /dev/null +++ b/starter/tokenlab-model-explorer/README.md @@ -0,0 +1,57 @@ +--- +name: TokenLab Model Explorer +slug: tokenlab-model-explorer +description: Browse public AI models, compare pricing metadata, and generate OpenAI-compatible and native endpoint examples. +framework: Other +type: AI +css: None +publisher: TokenLab +deployUrl: https://vercel.com/new/clone?repository-url=https%3A%2F%2Fgithub.com%2Fvercel%2Fexamples%2Ftree%2Fmain%2Fstarter%2Ftokenlab-model-explorer&project-name=tokenlab-model-explorer&repository-name=tokenlab-model-explorer +demoUrl: https://tokenlab-model-explorer.vercel.app/widget +--- + +# TokenLab Model Explorer + +A deployable [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server and interactive widget for exploring TokenLab's public model catalog. It needs no API key for discovery: users can browse model IDs, compare public pricing metadata, and generate copyable examples for OpenAI-compatible and native endpoints. + +## Demo + +- Interactive widget: [tokenlab-model-explorer.vercel.app/widget](https://tokenlab-model-explorer.vercel.app/widget) +- Streamable HTTP MCP endpoint: `https://tokenlab-model-explorer.vercel.app/mcp` + +## Deploy + +[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https%3A%2F%2Fgithub.com%2Fvercel%2Fexamples%2Ftree%2Fmain%2Fstarter%2Ftokenlab-model-explorer&project-name=tokenlab-model-explorer&repository-name=tokenlab-model-explorer) + +The deployed explorer reads only public TokenLab discovery data by default. Set `TOKENLAB_API_BASE` only when pointing it at a compatible API base URL. + +## Run locally + +```bash +pnpm install +pnpm test +pnpm start +``` + +The server starts on `http://localhost:8000`: + +- `GET /` returns service metadata. +- `GET /widget` opens the standalone interactive preview. +- `POST /mcp` serves the Streamable HTTP MCP endpoint. + +## MCP tools + +| Tool | Purpose | +| --- | --- | +| `open_tokenlab_model_explorer` | Browse public models by category or search query. | +| `compare_tokenlab_models` | Compare public pricing metadata for up to eight model IDs. | +| `generate_tokenlab_endpoint_example` | Generate a cURL example for Chat Completions, Responses, Anthropic Messages, or Gemini `generateContent`. | + +## Environment + +```bash +TOKENLAB_API_BASE=https://api.tokenlab.sh +PORT=8000 +``` + +The generated request snippets use `$TOKENLAB_API_KEY`, but the explorer itself never reads or stores that key. diff --git a/starter/tokenlab-model-explorer/package.json 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'compare_tokenlab_models', + 'generate_tokenlab_endpoint_example', + 'registerAppTool', + 'registerAppResource', +]) { + if (!server.includes(token)) { + throw new Error(`Missing ${token}`); + } +} + +console.log('smoke ok'); diff --git a/starter/tokenlab-model-explorer/src/server.ts b/starter/tokenlab-model-explorer/src/server.ts new file mode 100644 index 0000000000..d39def8dc7 --- /dev/null +++ b/starter/tokenlab-model-explorer/src/server.ts @@ -0,0 +1,329 @@ +import fs from 'node:fs/promises'; +import path from 'node:path'; +import { fileURLToPath } from 'node:url'; +import cors from 'cors'; +import express from 'express'; +import { z } from 'zod'; +import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js'; +import { StreamableHTTPServerTransport } from '@modelcontextprotocol/sdk/server/streamableHttp.js'; +import { + RESOURCE_MIME_TYPE, + registerAppResource, + registerAppTool, +} from '@modelcontextprotocol/ext-apps/server'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const TOKENLAB_API_BASE = (process.env.TOKENLAB_API_BASE || 'https://api.tokenlab.sh').replace(/\/+$/, ''); +const PORT = Number(process.env.PORT || 8000); +const WIDGET_URI = 'ui://tokenlab/model-explorer.html'; + +type TokenLabModelsIndex = { + categories?: Record; +}; + +type TokenLabPricingIndex = { + data?: Array<{ + model: string; + provider?: string; + pricing_unit?: string; + platform?: { + input_per_1m?: string | null; + output_per_1m?: string | null; + per_request?: string | null; + }; + }>; +}; + +type ExplorerModel = { + id: string; + category: string; + provider?: string; + pricing_unit?: string; + input_per_1m?: string | null; + output_per_1m?: string | null; + per_request?: string | null; +}; + +async function readWidgetHtml(): Promise { + return fs.readFile(path.join(__dirname, 'widget.html'), 'utf8'); +} + +async function fetchJson(pathname: string): Promise { + const response = await fetch(`${TOKENLAB_API_BASE}${pathname}`); + if (!response.ok) { + throw new Error(`TokenLab ${pathname} returned ${response.status}`); + } + return response.json() as Promise; +} + +function pickModels(index: TokenLabModelsIndex, category: string | undefined, query: string | undefined): ExplorerModel[] { + const categories = index.categories || {}; + const entries = Object.entries(categories) + .filter(([name]) => !category || name === category) + .flatMap(([name, value]) => (value.models || []).map((id) => ({ id, category: name }))); + const normalizedQuery = query?.trim().toLowerCase(); + const filtered = normalizedQuery + ? entries.filter((model) => model.id.toLowerCase().includes(normalizedQuery)) + : entries; + return filtered.slice(0, 24); +} + +function mergePricing(models: ExplorerModel[], pricing: TokenLabPricingIndex): ExplorerModel[] { + const priceByModel = new Map((pricing.data || []).map((entry) => [entry.model, entry])); + return models.map((model) => { + const price = priceByModel.get(model.id); + if (!price) return model; + return { + ...model, + provider: price.provider, + pricing_unit: price.pricing_unit, + input_per_1m: price.platform?.input_per_1m ?? null, + output_per_1m: price.platform?.output_per_1m ?? null, + per_request: price.platform?.per_request ?? null, + }; + }); +} + +function endpointExample(endpoint: string, model: string): string { + if (endpoint === 'anthropic_messages') { + return `curl ${TOKENLAB_API_BASE}/v1/messages \\ + -H "Authorization: Bearer $TOKENLAB_API_KEY" \\ + -H "Content-Type: application/json" \\ + -d '{"model":"${model}","max_tokens":512,"messages":[{"role":"user","content":"Hello from TokenLab"}]}'`; + } + + if (endpoint === 'gemini_generate_content') { + return `curl ${TOKENLAB_API_BASE}/v1beta/models/${model}:generateContent \\ + -H "Authorization: Bearer $TOKENLAB_API_KEY" \\ + -H "Content-Type: application/json" \\ + -d '{"contents":[{"role":"user","parts":[{"text":"Hello from TokenLab"}]}]}'`; + } + + if (endpoint === 'responses') { + return `curl ${TOKENLAB_API_BASE}/v1/responses \\ + -H "Authorization: Bearer $TOKENLAB_API_KEY" \\ + -H "Content-Type: application/json" \\ + -d '{"model":"${model}","input":"Hello from TokenLab"}'`; + } + + return `curl ${TOKENLAB_API_BASE}/v1/chat/completions \\ + -H "Authorization: Bearer $TOKENLAB_API_KEY" \\ + -H "Content-Type: application/json" \\ + -d '{"model":"${model}","messages":[{"role":"user","content":"Hello from TokenLab"}]}'`; +} + +function createTokenLabAppsServer(): McpServer { + const server = new McpServer({ + name: 'tokenlab-model-explorer-app', + version: '0.1.0', + }); + + registerAppResource( + server, + 'TokenLab Model Explorer', + WIDGET_URI, + { + description: 'Interactive model, pricing, and endpoint explorer for TokenLab.', + _meta: { + ui: { + csp: { + connectDomains: [TOKENLAB_API_BASE], + resourceDomains: [], + }, + prefersBorder: true, + }, + }, + }, + async () => ({ + contents: [ + { + uri: WIDGET_URI, + mimeType: RESOURCE_MIME_TYPE, + text: await readWidgetHtml(), + _meta: { + ui: { + csp: { + connectDomains: [TOKENLAB_API_BASE], + resourceDomains: [], + }, + prefersBorder: true, + }, + }, + }, + ], + }), + ); + + registerAppTool( + server, + 'open_tokenlab_model_explorer', + { + title: 'Open TokenLab Model Explorer', + description: 'Browse TokenLab models by category or search query.', + inputSchema: { + category: z.enum(['text', 'image', 'video', 'audio', 'embedding']).optional(), + query: z.string().optional(), + }, + annotations: { readOnlyHint: true }, + _meta: { + ui: { resourceUri: WIDGET_URI }, + }, + }, + async ({ category, query }) => { + const [modelIndex, pricingIndex] = await Promise.all([ + fetchJson('/models.json'), + fetchJson('/pricing.json'), + ]); + const models = mergePricing(pickModels(modelIndex, category, query), pricingIndex); + return { + content: [ + { + type: 'text', + text: `Found ${models.length} TokenLab models${category ? ` in ${category}` : ''}.`, + }, + ], + structuredContent: { + category: category || 'all', + query: query || null, + models, + }, + }; + }, + ); + + registerAppTool( + server, + 'compare_tokenlab_models', + { + title: 'Compare TokenLab Models', + description: 'Compare pricing metadata for specific TokenLab model IDs.', + inputSchema: { + models: z.array(z.string()).min(1).max(8), + }, + annotations: { readOnlyHint: true }, + _meta: { + ui: { resourceUri: WIDGET_URI }, + }, + }, + async ({ models }) => { + const pricingIndex = await fetchJson('/pricing.json'); + const wanted = new Set(models); + const compared = (pricingIndex.data || []) + .filter((entry) => wanted.has(entry.model)) + .map((entry) => ({ + id: entry.model, + category: 'pricing', + provider: entry.provider, + pricing_unit: entry.pricing_unit, + input_per_1m: entry.platform?.input_per_1m ?? null, + output_per_1m: entry.platform?.output_per_1m ?? null, + per_request: entry.platform?.per_request ?? null, + })); + + return { + content: [ + { + type: 'text', + text: compared.length > 0 + ? `Compared ${compared.length} TokenLab models.` + : 'No matching TokenLab models found in pricing.json.', + }, + ], + structuredContent: { + category: 'pricing', + models: compared, + }, + }; + }, + ); + + registerAppTool( + server, + 'generate_tokenlab_endpoint_example', + { + title: 'Generate TokenLab Endpoint Example', + description: 'Generate a copyable cURL example for OpenAI-compatible or native TokenLab endpoints.', + inputSchema: { + endpoint: z.enum(['chat_completions', 'responses', 'anthropic_messages', 'gemini_generate_content']), + model: z.string().default('gpt-5.5'), + }, + annotations: { readOnlyHint: true }, + _meta: { + ui: { resourceUri: WIDGET_URI }, + }, + }, + async ({ endpoint, model }) => { + const example = endpointExample(endpoint, model); + return { + content: [{ type: 'text', text: example }], + structuredContent: { + category: 'example', + models: [{ id: model, category: endpoint }], + example, + }, + }; + }, + ); + + return server; +} + +async function handleMcpRequest(request: express.Request, response: express.Response): Promise { + const server = createTokenLabAppsServer(); + const transport = new StreamableHTTPServerTransport({ + sessionIdGenerator: undefined, + }); + + response.on('close', () => { + void transport.close(); + void server.close(); + }); + + await server.connect(transport); + await transport.handleRequest(request, response, request.body); +} + +export function createHttpApp() { + const app = express(); + app.use(cors({ + origin: '*', + exposedHeaders: ['mcp-session-id'], + })); + app.use(express.json({ limit: '2mb' })); + + app.get('/', (_request, response) => { + response.json({ + name: 'TokenLab Model Explorer App', + mcp: '/mcp', + widget_preview: '/widget', + tokenlab_api_base: TOKENLAB_API_BASE, + }); + }); + + app.get('/widget', async (_request, response) => { + response.type('html').send(await readWidgetHtml()); + }); + + app.all('/mcp', async (request, response, next) => { + try { + await handleMcpRequest(request, response); + } catch (error) { + next(error); + } + }); + + return app; +} + +const app = createHttpApp(); +export default app; + +if (process.argv.includes('--smoke')) { + createTokenLabAppsServer(); + console.log('tokenlab model explorer app ok'); +} else if (import.meta.url === `file://${process.argv[1]}`) { + app.listen(PORT, () => { + console.log(`TokenLab Model Explorer App listening on http://localhost:${PORT}`); + console.log(`MCP endpoint: http://localhost:${PORT}/mcp`); + }); +} diff --git a/starter/tokenlab-model-explorer/src/widget.html b/starter/tokenlab-model-explorer/src/widget.html new file mode 100644 index 0000000000..6fe7c85bca --- /dev/null +++ b/starter/tokenlab-model-explorer/src/widget.html @@ -0,0 +1,131 @@ + + + + + + TokenLab Model Explorer + + + +
+
+

TokenLab Model Explorer

+ OpenAI-compatible + native endpoints +
+
Run the MCP tool to load live model data.
+
+ 
Ask for an endpoint example to populate this panel.
+ docs.tokenlab.sh +
+ + + diff --git a/starter/tokenlab-model-explorer/tsconfig.json b/starter/tokenlab-model-explorer/tsconfig.json new file mode 100644 index 0000000000..ba1a1a710a --- /dev/null +++ b/starter/tokenlab-model-explorer/tsconfig.json @@ -0,0 +1,15 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "noEmit": true + }, + "include": [ + "src/**/*.ts" + ] +}