API KEY
DOCUMENT PARSING
Airparser MCP gives agents key-authenticated access to document parsing: upload PDFs and emails, read structured JSON, and tune extraction schemas per inbox.
import { ScalekitClient } from "@scalekit-sdk/node";
import { createReactAgent } from "@langchain/langgraph/prebuilt";
const sk = new ScalekitClient(env.SCALEKIT_ENV_URL, env.SCALEKIT_CLIENT_ID, env.SCALEKIT_CLIENT_SECRET);
// Airparser tools scoped to this user
const { tools } = await sk.tools.listScopedTools("user_123", {
filter: { connectionNames: ["airparsermcp"], toolNames: [
"airparsermcp_upload_document_sync",
"airparsermcp_get_document",
"airparsermcp_list_inboxes"] },
pageSize: 100,
});
const agent = createReactAgent({ llm, tools });
await agent.invoke({ messages: [{ role: "user", content: "Parse this invoice and extract the vendor and total." }] });import OpenAI from "openai";
import { ScalekitClient } from "@scalekit-sdk/node";
const sk = new ScalekitClient(env.SCALEKIT_ENV_URL, env.SCALEKIT_CLIENT_ID, env.SCALEKIT_CLIENT_SECRET);
const openai = new OpenAI();
const { tools } = await sk.tools.listScopedTools("user_123", {
filter: { connectionNames: ["airparsermcp"] }, pageSize: 100,
});
const res = await openai.chat.completions.create({
model: "gpt-5",
messages: [{ role: "user", content: "List the documents parsed in the Invoices inbox this week." }],
tools,
});
// Execute the tool call with the user's vaulted Airparser credential
await sk.tools.executeTool(res.choices[0].message.tool_calls[0], "user_123");import Anthropic from "@anthropic-ai/sdk";
import { ScalekitClient } from "@scalekit-sdk/node";
const sk = new ScalekitClient(env.SCALEKIT_ENV_URL, env.SCALEKIT_CLIENT_ID, env.SCALEKIT_CLIENT_SECRET);
const anthropic = new Anthropic();
const { tools } = await sk.tools.listScopedTools("user_123", {
filter: { connectionNames: ["airparsermcp"] }, pageSize: 100,
});
const msg = await anthropic.messages.create({
model: "claude-sonnet-5",
max_tokens: 1024,
messages: [{ role: "user", content: "Generate a schema proposal from the latest document in the Contracts inbox." }],
tools,
});
// Tool call runs with the user's vaulted Airparser credential
await sk.tools.executeTool(msg.content, "user_123");import { Agent } from "@google/adk/agents";
import { ScalekitClient } from "@scalekit-sdk/node";
const sk = new ScalekitClient(env.SCALEKIT_ENV_URL, env.SCALEKIT_CLIENT_ID, env.SCALEKIT_CLIENT_SECRET);
const { tools } = await sk.tools.listScopedTools("user_123", {
filter: { connectionNames: ["airparsermcp"] }, pageSize: 100,
});
const agent = new Agent({
name: "airparser_document_agent",
model: "gemini-2.5-pro",
instruction: "Parse documents for the signed-in user.",
tools,
});
await agent.run("Create a new inbox for purchase orders.");
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// shared key
audit → bot_service_account
// scalekit
audit → user_abc ✓
