Connect Docparser to AI agents

Connect Docparser to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

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Supported Tools

Tools7Triggers2

reintegrate_documents

Re-Integrate Documents

Schedule documents to be re-sent through configured integrations and webhooks. Useful when integration targets were unavailable or when you need to re-trigger downstream processing.

get_parsed_data

Get Parsed Data

Retrieve structured data extracted from parsed documents. Can fetch results for a single document by ID, or for multiple documents from a parser with optional filtering and sorting. Results include parsed fields, metadata (filename, page count, timestamps), media links, and the optional remote ID.

reparse_documents

Re-Parse Documents

Schedule previously imported documents to be parsed again. Useful after updating parsing rules or extraction templates to re-process existing documents with the new configuration.

get_document_status

Get Document Status

Check the processing status of a specific document within a parser. Returns timestamps for each processing stage (upload, import, OCR, preprocessing, parsing, webhook dispatch) and any failed processing jobs.

list_parsers

List Parsers

List all Document Parsers configured in your Docparser account. Returns each parser's ID and label. Parser IDs are required for importing documents, retrieving parsed data, and most other operations.

list_model_layouts

List Model Layouts

List all Model Layouts (templates) configured within a specific Document Parser. Model Layouts define extraction rules and templates used during document parsing.

import_document

Import Document

Import a document into a Document Parser for processing. Supports three import methods: upload a file as base64-encoded content, or fetch a document from a publicly accessible URL. An optional `remoteId` can be attached to correlate parsed results with your own system records.

More integrations teams use with Docparser

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Confluence

Create, read, update, and delete pages, blog posts, comments, and attachments in Confluence spaces. Manage spaces, permissions, labels, and content restrictions. Search content using Confluence Query Language (CQL). Upload and download file attachments with versioning. Manage users, groups, and group memberships. Create and manage whiteboards, databases, folders, and templates. View and update inline tasks. Access audit logs. Listen for webhooks on page, blog, comment, attachment, space, label, and user events.

Bitbucket

Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.

Technical notes for Docparser

Extract structured data from PDFs, Word documents, and image-based documents using OCR and pattern recognition. Import documents via file upload, base64 content, or URL fetch. Manage document parsers and model layouts, track document processing status, and retrieve parsed data as JSON or flat key/value pairs. Re-parse documents after rule changes and re-integrate results through webhooks. Filter and sort parsed results by date, processing status, or remote ID.

Connect Docparser to production AI agents

See how Metorial gives Docparser access the governance, tracing, and security controls teams need.

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Frequently asked questions

Common questions about connecting Docparser to AI agents with Metorial.

  1. Can Metorial connect Docparser to AI agents?
    Yes. Metorial connects AI agents to Docparser through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.