Products

Tabstack

AI-nativeMCPSkill

Give your model the web without giving up your privacy.

tabstack.ai Source★ 7MITAI Models & Agents / Agent Tools & MCP Servers

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$10/mo
Lower than 62% of peersNiche median $19/mo
Creators
Dan Fernie-Harper
No social account linkedCo-created with Steve McDougall, Travis Beauvais
Launched
10mo ago
2026-01-14 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events9 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@juststeveking@mrtravisb@tabstack

  • Launched on Product HuntLaunch

    Automate the web in your app or agent, no browser to host

    Jul 1 · 5mo agoLaunch page

  • Launched on Product HuntLaunch

    Turn any URL into a JSON Schema, Zod, or Pydantic model

    Jun 28 · 5mo agoLaunch page

  • Launched on Product HuntLaunch

    Ditch your scraper. Make one API call with any tool.

    Jun 18 · 5mo agoLaunch page

  • Launched on Product HuntLaunch

    Extract web data into structured JSON, no scraper required.

    Jun 11 · 5mo agoLaunch page

  • Launched on Product HuntLaunch

    Run a research agent with cited answers in a single API call

    Jun 1 · 6mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2026-01-14Source
Post excerpt:
Hi HN, My team and I are building Tabstack to handle the "web layer" for AI agents. Launch Post: https://tabstack.ai/blog/intro-browsing-infrastructure-ai-ag... Maintaining a complex infrastructure stack for web browsing is one of the biggest bottlenecks in building reliable agents. You start with a simple fetch, but quickly end up managing a complex stack o
Show HN
2026-02-04Source
Post excerpt:
Hi HN, My team and I are building Tabstack to handle the web layer for AI agents. Today we are sharing Tabstack Research, an API for multi-step web discovery and synthesis. https://tabstack.ai/blog/tabstack-research-verified-answers In many agent systems, there is a clear distinction between extracting structured data from a single page and answering a quest
Show HN
2026-02-24Source
Post excerpt:
Hello HN, We are the team behind Tabstack ( https://tabstack.ai ) - part of Mozilla. We just open sourced Pilo (pronounce PIE-low), the core engine that powers our automation platform. You can check it out on Github at https://github.com/mozilla/pilo . Pilo is an agentic web automation library. Instead of writing rigid scripts with CSS selectors, you give it

Open Source & Agent Ecosystem

GitHub · MCP / Skill
mozilla/pilo
Last commit 2026-10-13
GitHub Stars
★ 7
Forks
—
License
MIT
Primary language
JavaScript
Browse peer open-source projects →

Agent, MCP & Developer Integration

MCP ServerAgent SkillCLI / SDKAPI
Integration docs
Ecosystem & integrations:
LangChainVercel AI SDKOpenAI AgentsClaude AgentMastraLlamaIndexHermes AgentClaude
Exposed tool capabilities:
Web Data ExtractionWeb researchPage fetchingBrowser renderingData extraction
Browse all MCP Server products →

Traffic sources

Oct 2026

Traffic breakdown

No traffic channel or country breakdown data for this website yet.

View similar products ↓

Search

Domain authority —Domain registered 2025-03-21

No search keyword data for this website yet.

Traffic data: Vaneform

Pricing

Starter
$10/mo
100,000 credits included · All API endpoints · Fast Research · 15 requests per minute · $0.30 per 1,000 overage credits
Team
$99/mo
500,000 credits included · Everything in Starter · Fast and Balanced Research · 25 requests per minute · $0.30 per 1,000 overage credits
Pro
$499/mo
3,000,000 credits included · Everything in Team · 100 requests per minute · $0.25 per 1,000 overage credits
Enterprise
Contact sales

Trial: None · 3 paid tiers ($10–$499) · Enterprise custom tier · Observed 2026-11-09 · Pricing page

Entry price $10/mo, Lower than 62% of peers; “Agent Tools & MCP Servers” median is $19/mo.View pricing benchmark

Pages & changes

Tracked since 2026-04-30

Key pages

Weekly snapshots
tabstack.ai/ Snapshot 2026-11-10

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does Tabstack cost?
Starter: $10/mo; Team: $99/mo; Pro: $499/mo; Enterprise: Contact sales. Observed 2026-11-09. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Tabstack get?
Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Tabstack and what platforms does it support?
Tabstack is catalogued under Agent Tools & MCP Servers: Give your model the web without giving up your privacy.. Supported platforms: CLI / SDK, API.
Is Tabstack open source?
Tabstack has a public repository (https://github.com/mozilla/pilo) under the MIT license, recording 7 GitHub stars.Source

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