API Labz MCP server

Connect API Labz 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 API Labz MCP server

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

  • Use the extract id data tool in API Labz
  • Use the convert document tool in API Labz
  • Use the call api module tool in API Labz
  • Use the ai search tool in API Labz
  • Use the pdf to json tool in API Labz
  • Use the generate business report tool in API Labz

Supported Tools

extract_id_data

Extract ID Data

Extract structured JSON data from identity card images. Upload a base64-encoded image of an ID card (passport, driver's license, national ID, etc.) and receive parsed fields such as names, dates, ID numbers, and other relevant information. Ideal for KYC (Know Your Customer) processes and automated identity verification workflows.

convert_document

Convert Document

Convert documents between various formats using AI-powered document processing. Supports a wide range of conversions including PDF, Word, images, audio, spreadsheets, HTML, Markdown, JSON, CSV, and more. Describe the conversion you need in plain English along with the source document. Supports both file URLs and base64-encoded file content.

call_api_module

Call API Module

Call any API Labz module directly by its module ID. This is a flexible tool for accessing any module in the API Labz marketplace, including custom or newly added modules not covered by the dedicated tools. Provide the module ID and a JSON payload to send to the module endpoint.

pdf_to_json

PDF to JSON

Extract structured JSON data from PDF documents using a customizable schema. Define the fields you want to extract and the module will parse the PDF content into organized JSON matching your template. Useful for extracting invoices, receipts, forms, contracts, and other structured documents into machine-readable data.

generate_business_report

Generate Business Report

Generate an AI-powered business report from structured data. Provide your raw data along with instructions describing the type of report or analysis you need, and receive a detailed, readable analytical report. Useful for creating summaries, trend analyses, KPI reports, and other data-driven business documents.

deep_research

Deep Research

Perform AI-powered deep research on any topic. Submit a research query and receive comprehensive results with graphical insights, multiple research perspectives, citations, and detailed analysis. Useful for market research, competitive analysis, topic exploration, and generating in-depth knowledge reports.

text_to_image

Text to Image

Create images from written text descriptions using AI. Provide a detailed prompt describing the image you want to generate and receive an AI-generated image. Supports a wide range of styles and subjects — describe what you need and the AI will create it.

image_to_json

Image to JSON

Convert image content into structured JSON data using a customizable schema. Provide an image and a schema template, and the module will analyze the image and extract organized data matching your structure. Useful for extracting data from screenshots, photos of documents, product images, charts, and other visual content.

generate_social_media_content

Generate Social Media Content

Transform product descriptions into platform-optimized social media posts. Generates engaging posts complete with trending hashtags and viral-ready content tailored for various social media platforms. Provide a product or service description and receive ready-to-publish social media content.

track_expense

Track Expense

Submit expense data for AI-powered categorization and financial analysis. Describe the expense in natural language and receive intelligent categorization, insights, and analysis. Useful for automated bookkeeping, expense management, and financial tracking.

text_to_flow_diagram

Text to Flow Diagram

Convert text descriptions into interactive flow diagrams and visual representations. Describe a process, workflow, system architecture, or any concept in plain text and receive a structured diagram. Useful for creating process flows, decision trees, system diagrams, and organizational charts from textual descriptions.

list_api_modules

List API Modules

Discover the current public API Labz marketplace modules, their IDs, and example request parameters. Use a module ID and its parameters with call_api_module. Hidden and account-specific custom modules are excluded.

Connect API Labz 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 API Labz in Metorial. In your Metorial portal, enable the API Labz 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 API Labz tools.

Run API Labz through the Metorial gateway

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

  • Give API Labz and every other app to your whole team through one MCP gateway, behind your SSO.
  • Scope which teams and agents can use API Labz 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 API Labz

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 API Labz

Access a marketplace of AI-powered API modules for document processing, data extraction, and content generation. Convert documents between formats (e.g., PDF to JSON), extract structured data from ID cards for KYC, track and analyze expenses, generate AI-driven business reports, and create social media content from product descriptions. Convert text to diagrams or images, perform AI-powered deep research and search queries, and extract organized JSON from PDFs and images using custom schemas. Manage OAuth integrations for 100+ third-party applications without maintaining your own OAuth infrastructure.

Frequently asked questions

Common questions about connecting API Labz to AI agents with Metorial.

  1. How many tools does the API Labz MCP server have?
    The API Labz MCP server exposes 13 tools, including Extract ID Data, Convert Document, Call API Module. Each one is governed and traced through Metorial.
  2. API Labz 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 API Labz MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use API Labz and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the API Labz MCP server yourself or use the hosted gateway.

Connect API Labz to production AI agents

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