Parsera MCP server

Connect Parsera 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 Parsera MCP server

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

  • Use the run scraper tool in Parsera
  • Use the create scraper tool in Parsera
  • Use the extract markdown tool in Parsera
  • Use the extract data from url tool in Parsera
  • Use the parse content tool in Parsera
  • Use the list scrapers tool in Parsera

Supported Tools

run_scraper

Run Scraper

Run a previously created reusable scraper on one or more URLs. Returns structured data extracted according to the scraper's configured attributes. Use this after creating a scraper with the **Create Scraper** tool or selecting one with **List Scrapers**. Use run_scraper_async for agentic scrapers or long-running work.

create_scraper

Create Scraper

Create a new reusable scraper and generate its extraction code in one step. Provide a sample URL (or raw content) and the attributes to extract. The scraper can then be run on multiple URLs with the **Run Scraper** tool. Ideal for scenarios where the same type of data needs to be extracted from many pages with a similar structure.

extract_markdown

Extract Markdown

Convert any web page into markdown format by providing its URL. Returns the full page content as clean markdown text and a downloadable Markdown file. Supports proxy configuration for geo-restricted pages and cookies for authenticated pages.

extract_data

Extract Data from URL

Extract structured data from any web page using AI. Provide a URL and describe the data you want using either a natural-language prompt or a list of named attributes with descriptions. Supports **precision mode** for extracting data hidden in HTML tags and **proxy configuration** for geo-restricted pages.

parse_content

Parse Content

Extract structured data from raw HTML or text content you already have, without fetching from a URL. Provide the content directly along with a prompt or attributes describing the data to extract. Useful when you have pre-fetched HTML or text and want AI-powered data extraction from it.

list_scrapers

List Scrapers

List reusable scrapers in your Parsera account. Returns their IDs and names, plus type, status, URL, and creation time when available.

delete_scraper

Delete Scraper

Delete a reusable scraper from your Parsera account by its ID. Only scrapers created via the API can be deleted; legacy scrapers cannot be removed this way.

get_scraper_run

Get Scraper Run

Retrieve an asynchronous scraper run’s current state, progress, credit usage, and extracted data when available. Results preserve their per-URL structure.

get_scraper

Get Scraper

Get a reusable scraper’s details and build state. For agentic scrapers, inspect parameters_schema before running the scraper.

run_scraper_async

Run Scraper Asynchronously

Start a reusable scraper run and return immediately with its run_id. Use get_scraper_run to retrieve progress and extracted data.

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

Run Parsera through the Metorial gateway

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

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

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.

Sentry

Track, manage, and resolve application errors and performance issues. List, query, and bulk-update issues and error events with filters like status, assignment, and tags. Create and manage releases, associate commits, and upload source maps. Configure issue alert rules and metric alert rules with notification actions. Set up cron monitors to detect missed or failed scheduled jobs. Build custom dashboards with configurable widgets. Run ad-hoc Discover queries across errors and transactions for performance analysis. Manage organizations, teams, projects, and members. Provision users via SCIM. Access session replay data.

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. 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 Parsera

Extract structured data from web pages using AI-powered natural-language descriptions. Scrape any URL by specifying desired attributes with names, descriptions, and types. Parse raw HTML or text content directly. Convert web pages to markdown. Create reusable scrapers that can be run across multiple URLs at once. Generate deterministic Python scraping code for faster, cost-effective extraction. Supports proxy configuration for geo-specific access, precision mode for hidden HTML data, and custom cookies for authenticated pages.

Frequently asked questions

Common questions about connecting Parsera to AI agents with Metorial.

  1. How many tools does the Parsera MCP server have?
    The Parsera MCP server exposes 10 tools, including Run Scraper, Create Scraper, Extract Markdown. Each one is governed and traced through Metorial.
  2. Parsera 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 Parsera MCP server through the same Metorial URL.
  4. Use role-based access control to decide which teams, users, and agents can use Parsera and which of its tools they can call.
  5. Yes. Metorial is open source, so you can run the Parsera MCP server yourself or use the hosted gateway.

Connect Parsera to production AI agents

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