Agentql MCP server

Connect Agentql 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 Agentql MCP server

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

  • Use the create browser session tool in Agentql
  • Use the query web page tool in Agentql
  • Use the query document tool in Agentql
  • Use the list session usage tool in Agentql
  • Use the get usage tool in Agentql

Supported Tools

create_browser_session

Create Browser Session

Create a remote browser session that provides a Chrome DevTools Protocol (CDP) URL for connecting to a browser instance on AgentQL's infrastructure. Use this for browser automation tasks that require full browser control. Returns a CDP URL for connecting via Playwright, Puppeteer, or other CDP-compatible tools, along with a session ID and base URL.

query_web_page

Query Web Page

Extract structured data from a web page as JSON. Provide a public URL or raw HTML content along with an AgentQL query or natural language prompt to define the data you want. Use a **structured AgentQL query** (e.g. `{ products[] { name price } }`) for precise control over output shape, or a **natural language prompt** for AgentQL to infer the structure automatically. Supports configurable page load wait times, scrolling, screenshot capture, extraction mode, browser profiles, and proxy settings.

query_document

Query Document

Extract structured data from a PDF or image file (JPEG, JPG, PNG) using an AgentQL query or natural language prompt. Upload the file as base64-encoded content along with a query that defines the data to extract. Useful for parsing invoices, receipts, forms, tables, or any structured information from documents and images.

list_session_usage

List Session Usage

List remote browser session usage, including session IDs, status, duration, and proxy traffic. Filter by session, sub-user, and timestamps, and page through results.

get_usage

Get Usage

Retrieve current API key usage statistics and subscription information. Shows the number of API calls made in the current billing cycle and lifetime, as well as subscription limits.

Connect Agentql 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 Agentql in Metorial. In your Metorial portal, enable the Agentql 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 Agentql tools.

Run Agentql through the Metorial gateway

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

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

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 Agentql

Extract structured data from web pages, PDFs, and images using natural language or structured queries. Query any public URL or raw HTML to retrieve JSON-formatted data, with support for dynamic content, authenticated pages, and cross-site compatibility. Upload PDF and image files to extract structured information. Create remote browser sessions with CDP access for browser automation, including proxy configuration and stealth mode for bot detection avoidance.

Frequently asked questions

Common questions about connecting Agentql to AI agents with Metorial.

  1. How many tools does the Agentql MCP server have?
    The Agentql MCP server exposes 5 tools, including Create Browser Session, Query Web Page, Query Document. Each one is governed and traced through Metorial.
  2. Agentql 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 Agentql MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Agentql and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Agentql MCP server yourself or use the hosted gateway.

Connect Agentql to production AI agents

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