Conversion Tools connector for AI agents

CALL ANY TOOL

Upload source files, create conversion tasks, poll their status, and download results, each call scoped to the authenticated user's Conversion Tools account.

conversiontoolsmcp_auth_login

Auth login

Login to ConversionTools using OAuth. Opens a browser window for authentication.

Parameters

Name

Type

Required

Description

force

boolean

Optional

Force re-authentication even if already logged in

conversiontoolsmcp_auth_logout

Auth logout

conversiontoolsmcp_auth_status

Auth status

conversiontoolsmcp_convert_file

Convert file

conversiontoolsmcp_find_converter

Find converter

conversiontoolsmcp_get_converter_info

Get converter info

conversiontoolsmcp_list_converters

List converters

conversiontoolsmcp_request_upload_url

Request upload url

Build your Agent

The same per-user auth pattern wires into every agent framework.

import { ScalekitClient } from "@scalekit-sdk/node";
import { ChatOpenAI } from "@langchain/openai";
import { createReactAgent } from "@langchain/langgraph/prebuilt";

const sk = new ScalekitClient(process.env.SCALEKIT_ENV_URL, process.env.SCALEKIT_CLIENT_ID, process.env.SCALEKIT_CLIENT_SECRET);

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["conversiontoolsmcp"], toolNames: ["conversiontools_file_upload", "conversiontools_task_create", "conversiontools_task_get"] },
  pageSize: 100,
});

const agent = createReactAgent({ llm: new ChatOpenAI({ model: "gpt-4o" }), tools });
await agent.invoke({ messages: [{ role: "user", content: "Convert the vendor XML feed to CSV" }] });

import OpenAI from "openai";
import { ScalekitClient } from "@scalekit-sdk/node";

const openai = new OpenAI();
const sk = new ScalekitClient(process.env.SCALEKIT_ENV_URL, process.env.SCALEKIT_CLIENT_ID, process.env.SCALEKIT_CLIENT_SECRET);

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["conversiontoolsmcp"], toolNames: ["conversiontools_file_upload", "conversiontools_task_create", "conversiontools_task_get"] },
  pageSize: 100,
});

const res = await openai.responses.create({
  model: "gpt-4o",
  input: "Convert this Excel sheet to CSV and return the link",
  tools,
});

import Anthropic from "@anthropic-ai/sdk";
import { ScalekitClient } from "@scalekit-sdk/node";

const anthropic = new Anthropic();
const sk = new ScalekitClient(process.env.SCALEKIT_ENV_URL, process.env.SCALEKIT_CLIENT_ID, process.env.SCALEKIT_CLIENT_SECRET);

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["conversiontoolsmcp"], toolNames: ["conversiontools_file_upload", "conversiontools_task_create", "conversiontools_task_get"] },
  pageSize: 100,
});

const msg = await anthropic.messages.create({
  model: "claude-sonnet-4-6",
  max_tokens: 1024,
  tools,
  messages: [{ role: "user", content: "Convert the PDF invoice to text" }],
});

import { LlmAgent } from "@google/adk/agents";
import { ScalekitClient } from "@scalekit-sdk/node";

const sk = new ScalekitClient(process.env.SCALEKIT_ENV_URL, process.env.SCALEKIT_CLIENT_ID, process.env.SCALEKIT_CLIENT_SECRET);

const { tools } = await sk.tools.listScopedTools("user_123", {
  filter: { connectionNames: ["conversiontoolsmcp"], toolNames: ["conversiontools_file_upload", "conversiontools_task_create", "conversiontools_task_get"] },
  pageSize: 100,
});

const agent = new LlmAgent({ name: "conversiontools_agent", model: "gemini-2.0-flash", tools });
await agent.run("Convert the JSON export to CSV");

Try these prompts

Paste any prompt into your agent to start converting files on Conversion Tools.

Convert data

Copy the prompt

Copied

Convert this vendor XML feed to CSV and give me the download link.

Copy the prompt

Copied

Turn the uploaded Excel workbook into a CSV using the Sheet1 tab.

Copy the prompt

Copied

Convert the JSON export into a flat CSV with comma delimiters.

Documents & pages

Copy the prompt

Copied

Extract the text from this PDF invoice.

Copy the prompt

Copied

Convert the pricing page at this URL to a PDF.

Copy the prompt

Copied

Scrape the product listing page into an HTML file.

Track & retrieve

Copy the prompt

Copied

What is the status of my last conversion task?

Copy the prompt

Copied

List my conversion tasks from the last day that are still running.

Copy the prompt

Copied

Download the output file from the xml_to_csv task.

SEE HOW AUTH WORKS

The user authorises Conversion Tools once with their API token. Every later agent call uses that credential with per-user scope enforced.

1

Authorize

Your user connects

Conversion Tools MCP

once. We tie it to their identity and the meetings they approved — no shared bot account, no org-wide access

Who:

user ‘A’

when:

Once per user

access:

Limited to user

2

Store

Their

Conversion Tools MCP

token lives in a vault scoped to them. User A's meetings are never reachable by an agent acting for user B, even on the same connection

vault:

encrypted

scope:

per-user

tokens:

auto-refreshed

3

Resolve

When your agent calls a

Conversion Tools MCP

tool, we fetch the right token server-side. It never touches your agent, never appears in the LLM context, never shows up in your logs

speed:

~40ms

check:

before every call

seen by:

nobody

4

Audit

Every

Conversion Tools MCP

tool call is logged — who triggered it, which meeting was fetched, what came back. 90 days of history, tied to the user who authorized it

history:

90 days

export:

SIEM-ready

logged:

every call

Test other agents

See the same per-user auth pattern across other files and documents connectors.

GTM and RevOps Teams

Deal room sync

Pulls opportunity context from Salesforce, captures key decisions from Slack, and syncs a running summary to the deal room doc in Google Drive, but only when the deal actually changed.

People Ops and HR teams

Performance review collector

Collects review feedback from Airtable and Google Forms scoped to each manager's direct reports, writes per-employee summaries to Notion, and DMs the manager a Slack digest.

People Ops and HR teams

Offer letter routing agent

Drafts the offer in PandaDoc, blocks on the hiring manager's approval in Slack, then emails the candidate their e-signature link. Every call runs as the recruiter who triggered it, never a shared HR bot.

Support and Ops Teams

Support ticket automation agent

Fetches new Zendesk tickets, drafts a reply from Notion knowledge base articles, digests what it cannot answer to Slack, and archives the rest, acting as the support agent rather than a shared API key.

Test other agents

See the same per-user auth pattern across other files and documents connectors.

GTM

Deal room sync agent

Pull opportunity context from Salesforce, capture decisions from Slack, and keep the Google Drive deal room doc current.

PEOPLE OPS

Performance review collector agent

Collect review feedback from Airtable and Google Forms per manager, summarise each report in Notion, and DM the digest in Slack.

PEOPLE OPS

Offer letter routing agent

Draft the offer in PandaDoc, gate it on hiring manager approval in Slack, then email the candidate their signature link.

SUPPORT

Support ticket automation (Google ADK)

Fetch, annotate, and archive Zendesk tickets with Notion context, digesting anything it cannot answer to Slack.

Why Scalekit

Secure your agent's access. Connectors ship in minutes

01.

Shared tokens break per-user analytics

A shared Conversion Tools key looks fine in a demo. In production every upload and conversion logs against one account, so you lose track of who ran what and burn a single quota. Scalekit resolves the real user's key per call.

// shared token
convert → service_key

// scalekit
convert → user_abc ✓

02.

Authentication is not authorization

03.

Multi-tenancy is architectural

04.

Conversion Tools today. Others tomorrow.

“Our agents act across Salesforce, Gong, Google Drive, and more, on behalf of every customer. Scalekit behind the scenes meant we can keep adding tools without ever rebuilding how credentials or tool calling work.”

Venu Madhav Kattagoni

Head of Engineering / Von

FAQs

Frequently Asked Questions

Does the agent access Conversion Tools as the user or as a shared key?

As the user. Scalekit resolves the authenticated user's own Conversion Tools API key at request time, so every upload, conversion task, and download is attributed to their account rather than a shared service key.

Where is the Conversion Tools API key stored?

In an AES-256 encrypted vault, namespaced per tenant. Keys are fetched only at the moment of a tool call and are revocable from a single dashboard, never exposed to the model or the prompt.

Can I limit what the agent is allowed to do in Conversion Tools?

Yes. Pass a toolNames filter to listScopedTools to expose only the actions you want, for example upload and convert without listing every past task. Scalekit also runs a scope check before each API call.

What happens when a user revokes Conversion Tools access?

The credential is invalidated at the next tool call, which fails closed rather than falling back to a shared key. Other users are unaffected, and the revocation is recorded in the audit trail.

Which conversions can the agent run?

Any conversion Conversion Tools supports, including xml_to_csv, csv_to_xml, excel_to_csv, json_to_csv, pdf_to_text, and website_to_pdf. You choose which to expose by filtering tool names, and each task runs against the authenticated user's own quota.

Conversion Tools MCP

Tools your document agent reaches for on Conversion Tools, scoped per user.