Agentql MCP server
Query webpages and extract structured data using natural language
31 stars
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Agentql tools (4, 1 write)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
create_browser_sessionwrite actionCreates a new Tetra browser session with configurable user agent, profile, proxy, and lifecycle settings. Returns session details needed to connect and interact with the browser.
get_usageRetrieves current API key usage statistics and subscription details for the authenticated account. Useful for monitoring consumption limits and understanding remaining quota.
list_session_usageRetrieve a paginated list of Tetra browser session usage records for the authenticated user, with optional filtering by user, session, time range, and status.
query_webpage_dataExtracts structured data from a webpage using an AgentQL query or a natural language prompt. Accepts either a live URL or raw HTML as the data source.
Public scan report
scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it
- Code scan5 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 138 days ago8/15
- Maintainer identityregistry namespace matches repository owner7/10
How Agentql compares
Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 80/100
- higher than 55% of 866 Scraping and browsing servers
- Tools
- 4
- the typical Scraping and browsing server has 6
- Tools that change things
- 25%
- typical: 0%. Fewer write tools means less an agent can break
- GitHub stars
- 31
- more than 87% of 583 Scraping and browsing servers
What its tools let an agent do: 3 read · 1 create
Install Agentql in Claude Code, Cursor or VS Code
claude mcp add agentql -- uvx mcparmory-agentql
What the publisher says
From the Agentql repository's README, as published. We do not edit it. Read it on GitHub
MCP Armory Registry
Production-ready MCP servers for popular APIs, generated by MCP Blacksmith.
Servers · Install & Usage · Features · How it works · License
MCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — generated from the upstream OpenAPI spec using MCP Blacksmith and tested against the live API before release. Hosted on MCP Armory or run independently.
<!-- SERVERS:BEGIN -->
Servers
🧠 AI & Machine Learning   ElevenLabs · Linkup · Parallel · Perplexity AI · Ragie · Replicate
📊 Analytics   Ahrefs · Datadog · Google Analytics · Google Search Console · Linkly · Mixpanel · PostHog
⛓️ Blockchain & Crypto   Alchemy NFT
💼 CRM & Sales   Apollo
💬 Communication   Atlassian Confluence · Google Gmail · MailerSend · Mailtrap · Postmark · Resend · Slack
🗄️ Data & Databases   Enigma · Pinecone
🛠️ Developer Tools   AgentQL · Apify · Bitbucket · Bright Data · Browserbase · BuiltWith · Canvas · CircleCI · Codacy · Contentful Management · ConvertAPI · E2B · Firecrawl · GitHub · GitLab · LaunchDarkly · Postman · Scrapingant · Semrush AppCenter · Sentry
📄 Documents & Printing   PDF.co
🛒 E-commerce   Shopify Admin
💰 Finance   Alpha Vantage · Polygon · Ramp
👥 HR & Recruiting   BambooHR
☁️ Infrastructure   Globalping · Grafana · PagerDuty · Rootly · Runpod
⚖️ Legal & Compliance   NetLicensing
🗺️ Maps & Location   Google Maps Platform · IP2Location.io IP Geolocation · OpenCage Geocoding
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Agentql: common questions
- Is Agentql MCP server safe?
- Mostly: it is graded B (80/100). Read the Agentql safety report
- How do I install Agentql?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Agentql need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Agentql maintained?
- The last commit was 176 days ago (2026-05-12). The latest release is v1.0.8.
- What can I use instead of Agentql?
- Servers from other publishers that do the same job: Talonic MCP server, Pinkpixel Dev Web Scout MCP server and MCP server.
- How does Agentql compare with other Scraping and browsing MCP servers?
- safety score 80/100 (higher than 55% of 866 Scraping and browsing servers); tools 4 (the typical Scraping and browsing server has 6); tools that change things 25% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Agentql
Same job from other publishers: the closest match first, then the best rated.
- TalonicExtract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.not reviewedGrowingA
- Pinkpixel Dev Web ScoutSearch the web and extract clean, readable text from webpages. Process multiple URLs at once to sp…not reviewedGrowingA
- MCPScrape any website, extract structured data, and collect web content at scale with AI agentsnot reviewedGrowingA
- BrightdataBright Data's Web MCP server enabling AI agents to search, extract & navigate the webnot reviewedEstablishedB
- Browser UseBrowser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.not reviewedEstablishedA