Docparser MCP server

Connect Docparser to Claude, ChatGPT, Cursor, Claude Code, Codex, Gemini, GitHub Copilot and any other MCP client, for your whole team. Metorial adds security, governance, and tracing, and gives everyone one Magic MCP URL to connect.

What you can do with the Docparser MCP server

Ask your agent in plain language. Each of these maps to a real tool on the server.

  • Use the re integrate documents tool in Docparser
  • Use the get parsed data tool in Docparser
  • Use the re parse documents tool in Docparser
  • Use the get document status tool in Docparser
  • Use the list parsers tool in Docparser
  • Use the list model layouts tool in Docparser

Supported Tools

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.

Connect Docparser to your AI client

Every client uses the same Magic MCP URL, and so does any other MCP client. Add it once and sign in with SSO.

  1. Enable Docparser in Metorial. In your Metorial portal, enable the Docparser MCP server and sign in with the account that owns the data. Access stays governed by your team policies.
  2. Add a custom connector. Open Customize, then Connectors. Select Add, then Custom, then Web.
  3. Paste your Metorial MCP URL. Name it Metorial, paste your Magic MCP URL (<your-magic-mcp-url>) and continue.
  4. Sign in. Select Add and sign in to load Docparser tools.

Run Docparser through the Metorial gateway

One governed layer for every app your agents reach, not a separate connector per tool.

  • Give Docparser and every other app to your whole team through one MCP gateway, behind your SSO.
  • Scope which teams and agents can use Docparser tools with role-based access control, and trace every call.
  • Prefer to run it yourself? Metorial is open source and self-hostable.

More integrations teams use with Docparser

Notion

Create, read, update, and archive pages and databases in a Notion workspace. Manage blocks (paragraphs, lists, headings, embeds, etc.) within pages. Query databases with filters and sorts across rich property types including text, numbers, dates, selects, relations, and formulas. Search across pages and databases by title. Add and read comments on pages and blocks. Upload files to pages. Manage workspace users and retrieve user profiles.

Google Sheets

Create, read, and update spreadsheets and their cell data. Read and write values to individual cells, ranges, or multiple ranges using A1 notation or named ranges. Apply cell formatting including text styles, backgrounds, borders, number formats, and conditional formatting. Manage sheets (tabs) within a spreadsheet—add, delete, copy, rename, and reorder them. Create and manage embedded charts, pivot tables, filter views, data validation rules, protected ranges, named ranges, and merged cells. Perform batch operations to apply multiple updates atomically.

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.

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. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Resolve site users to numeric Person/Group LookupId values. 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. Retrieve site properties and search for sites across Microsoft 365.

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.

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.

Frequently asked questions

Common questions about connecting Docparser to AI agents with Metorial.

  1. How many tools does the Docparser MCP server have?
    The Docparser MCP server exposes 7 tools, including Re-Integrate Documents, Get Parsed Data, Re-Parse Documents. Each one is governed and traced through Metorial.
  2. Docparser exposes tools your agents call on demand; it does not publish event triggers yet. Everything still runs through one governed MCP URL.
  3. Any MCP client, including VS Code, Windsurf, Zed, OpenCode and Grok. Each one reaches the Docparser MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Docparser and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Docparser MCP server yourself or use the hosted gateway.

Connect Docparser to production AI agents

See how Metorial gives your team governed access to Docparser, with tracing and security controls built in.