Parseur MCP server for AI agents and assistants

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Parseur MCP or direct API to extract structured data from emails and PDFs, process document attachments, route parsed results, and automate data workflows through natural language.

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Parseur is an AI-powered data extraction platform that parses emails, PDFs, and documents into structured data. Automate tedious data entry and get actionable information, fast.

26 Tools

Try Parseur now

Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
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TOOLS

Supported Tools

Every Parseur action and event your agent gets out of the box.

Copy Document

Tool to copy a document to another mailbox.

Copy Mailbox

Tool to copy a mailbox (parser) in Parseur.

Create custom download

Tool to create a custom download (export configuration) for a mailbox.

Create mailbox

Tool to create a new mailbox (parser) in Parseur.

Delete custom download

Tool to delete a custom download (export configuration) from a mailbox.

Delete document

Tool to delete a specific document by ID.

Delete mailbox

Tool to delete a mailbox (parser) by ID.

Delete webhook

Tool to delete a specific webhook.

Disable webhook

Tool to disable a webhook for a mailbox.

Enable webhook

Enables a paused webhook for a specified mailbox, allowing it to receive and forward parsed document events.

Get Bootstrap Config

Tool to retrieve bootstrap configuration data.

Get Document

Tool to retrieve full details of a specific document by ID.

Get Document Logs

Tool to get document logs for a specific document.

Get Mailbox by ID

Tool to retrieve full mailbox (parser) configuration by ID.

Get Mailbox Schema

Tool to retrieve the JSON schema for a mailbox's parsed fields.

List Custom Downloads

Tool to retrieve custom downloads (export configurations) for a mailbox.

List Documents in Mailbox

Tool to list documents within a specific mailbox.

List Mailboxes (Full Details)

Tool to list mailboxes (parsers) with full configuration details.

List Templates for Mailbox

Tool to list all templates in a given mailbox.

Reprocess a document

Tool to reprocess a document.

Retrieve a webhook

Tool to retrieve details of a specific webhook.

Skip a document

Tool to skip a document.

Update custom download

Tool to update a custom download (export configuration) for a mailbox.

Update Mailbox

Tool to update a mailbox (parser) configuration.

Update webhook

Tool to update an existing webhook’s settings.

Upload Email Document

Tool to upload an email or text document to Parseur for parsing.

SETUP GUIDE

Connect Parseur MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/mcp @ai-sdk/openai
Install the Composio SDK and your agent framework
2

Create a session with MCP enabled

typescript
import { Composio } from "@composio/core";

const composio = new Composio();
const { mcp } = await composio.create("your-user-id", {
  toolkits: ["parseur"],
  mcp: true,
});
Create a session scoped to Parseur and read its MCP URL and headers
3

Connect your agent to the MCP server

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { openai } from "@ai-sdk/openai";
import { generateText, stepCountIs } from "ai";

const client = await createMCPClient({
  transport: { type: "http", url: mcp.url, headers: mcp.headers },
});

const { text } = await generateText({
  model: openai("gpt-5.6-sol"),
  tools: await client.tools(),
  prompt: "List all documents received today in the Invoices mailbox",
  stopWhen: stepCountIs(10),
});

console.log(text);
await client.close();
Pass the session's MCP URL and headers to your agent and run a Parseur request
SETUP GUIDE

Connect Parseur API Tool with your Agent

1

Install Composio

typescript
npm install @composio/core @composio/openai openai
Install the Composio SDK, the OpenAI provider, and the OpenAI SDK
2

Create a Composio session

typescript
import OpenAI from "openai";
import { Composio } from "@composio/core";
import { OpenAIResponsesProvider } from "@composio/openai";

const composio = new Composio({ provider: new OpenAIResponsesProvider() });
const client = new OpenAI();

const session = await composio.create("your-user-id", { toolkits: ["parseur"] });
const tools = await session.tools();
Initialize Composio with the OpenAI Responses provider and create a session scoped to Parseur
3

Run Parseur tools with your agent

typescript
let response = await client.responses.create({
  model: "gpt-5.6-sol",
  tools,
  input: [{ role: "user", content: "List all documents received today in the Invoices mailbox" }],
});

while (response.output.some((o) => o.type === "function_call")) {
  const outputs = await composio.provider.handleToolCalls(session, response.output);
  response = await client.responses.create({
    model: "gpt-5.6-sol",
    tools,
    previous_response_id: response.id,
    input: outputs,
  });
}

console.log(response.output_text);
Send a request, execute the Parseur tool calls through the session, and print the final answer

Why Use Composio?

AI Native Parseur Integration

  • Supports both Parseur MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your Parseur data

Managed Auth

  • Built-in API key management for Parseur
  • Central place to manage, scope, and revoke Parseur access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access Parseur
  • Scoped, least privilege access to Parseur resources
  • Full audit trail of agent actions to support review and compliance

Rolling this out across your team?

Give your team centralized access control across every framework with Composio’s MCP Gateway.

EXPLORE MCP GATEWAY
FAQ

Frequently asked questions

Yes, Parseur requires you to configure your own API key credentials. Once set up, Composio handles secure credential storage and API request handling for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Yes. Composio is SOC 2 Type II compliant and is built to keep your Parseur connection and credentials secure. OAuth tokens and API keys are encrypted, and sensitive customer data is protected at rest and in transit.

Composio also undergoes independent security testing and continuously monitors its systems for security threats. You can review the latest reports and policies in the Composio Trust Center.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Create the key in your Parseur account settings, then paste it once on Composio's connection page. Composio stores it encrypted and uses it only for the Parseur actions your agent runs. Nobody else in your workspace can read it, and you can revoke it inside Parseur at any time.

When you connect a Parseur account through Composio, every action runs under that account, so anything the agent creates, sends, or changes shows up in Parseur as done by you. Keep an approval step in your prompt for actions with side effects, such as sending or deleting, and have the agent draft first.

Whatever the credentials you connect allow inside Parseur. If Parseur lets you scope a key to specific permissions, create a scoped one so the agent can only do what you intend. You can revoke the key inside Parseur at any time.

Yes. Composio supports multiple connected accounts for the same app, and that works in Claude, ChatGPT, or any other assistant you connect through Composio. Give each Parseur connection a name such as work or personal, and the assistant uses the one you mention in the request. Each account keeps its own credentials and nothing is merged.

The connection stops working the moment Parseur rejects the old key. Create a new key in Parseur and reconnect the account from the Composio dashboard or by asking your agent to reconnect Parseur. Nothing else changes.

Composio's free Hobby plan includes 100,000 tool calls per month with no credit card, which covers most personal Parseur use. Paid plans add higher limits and team features. Your Parseur plan and its API limits still apply as usual.

Built-in connectors usually give one AI access to a limited set of apps. Many people use Composio because it lets their AI connect to more apps than it normally supports, or connect to multiple accounts for the same app (e.g. connect Claude to multiple Parseur accounts).

With Composio, you connect Parseur once and then use it across different AI assistants without setting it up separately in each one. Connect your apps to Composio once, then connect Composio to whichever AI you use, whether that's Claude, ChatGPT, Hermes, or your own custom assistant.

Start with Parseur.It takes 30 seconds.

Managed auth, hosted MCP servers, and every Parseur tool your agent needs.Free to start.

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