How much does Lightpanda cost?

Open source engine free to self host; Cloud Explorer free with 10 browser hours a month, Builder $19 a month for 300 hours then $0.08 an hour, Enterprise custom.

Does Lightpanda support MCP and tool calling?

Full under the Agentic Index verification standard. Lightpanda publishes public evidence of Model Context Protocol (MCP) support, tool calling, and API or SDK extensibility for connecting agents to external tools. Evidence basis: Developers can call an HTTP API (POST /api/fetch with a bearer token), a Python SDK, a CLI and a CDP server. A native MCP server over stdio or HTTP offers navigation, extraction, interaction and session tools that drive Lightpanda's own bro. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Can Lightpanda be self hosted or run in a private VPC?

Full under the Agentic Index verification standard. Lightpanda publishes public evidence of self hosted or private VPC deployment, along with data residency options for controlling where agent data is processed and stored. Evidence basis: The same engine runs as a self hosted binary on the customer's own machines or infrastructure, where pages and data never reach Lightpanda, or on Lightpanda Cloud with euwest and uswest endpoints the customer picks. Enterprise offers on pre. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Can you bring your own model or route between providers with Lightpanda?

Full under the Agentic Index verification standard. Lightpanda publishes public evidence of bring your own model and bring your own key (BYOK), and of routing tasks between models or providers rather than being locked to one. Evidence basis: The built in agent runs on the provider the customer chooses, set by API key, --provider flag or /provider command. The choices are Anthropic, OpenAI, Google, Hugging Face, Mistral, OpenRouter, OrcaRouter and the Vercel AI Gateway, or a loc. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

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Lightpanda

Q: Who is Lightpanda for?

AI agent developers, scraping and data teams, platform engineers running headless fleets

Q: What are the best alternatives to Lightpanda?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Lightpanda among agent infrastructure platforms are Hyperbrowser, GPT Researcher, Jina AI, Rye. Each is graded on the same public evidence, and no vendor pays for placement.

Also known as: Lightpanda Browser, lightpanda-io, lightpanda.io

Visit site

Agent infrastructureindependentVerified 2026-09-27

Entry priceOpen source engine free to self host; Cloud Explorer free (10 browser hours a month); Builder $19 a month (300 hours, then $0.08 an hour); Enterprise customFull pricing detail

A headless browser engine written from scratch in Zig for machines, CDP compatible with Playwright and Puppeteer, with a native MCP server, a built in agent on the LLM of your choice, deterministic PandaScripts, and a self hosted binary or managed cloud in EU and US regions.

Lightpanda is a headless browser engine written from scratch in Zig with V8 for web automation, scraping and AI agents. It is not a fork of Chromium, and it runs JavaScript and the DOM without a rendering pipeline. Lightpanda reports it about ten times faster and lighter than headless Chrome. It speaks the Chrome DevTools Protocol and WebDriver BiDi, so Playwright, Puppeteer, chromedp and Selenium connect to it, and it ships a native MCP server with a published tool set, an HTTP fetch API returning HTML or Markdown, a Python SDK and a CLI.

It also includes Lightpanda Agent, which drives the browser from plain English or slash commands on the LLM provider the user chooses, including a local model, and can save a session as a PandaScript, a deterministic script Lightpanda replays with no LLM. The engine is open source and runs on the customer's own machines, where no traffic reaches Lightpanda, or on Lightpanda Cloud with EU and US endpoints, a session console, managed proxies and usage based plans. Robots.txt compliance is opt in.

Vendor details

Canonical URL

https://lightpanda.io

Funding status

Not stated on the pages read; the engine is open source (GitHub lightpanda-io) with a commercial managed cloud

Company status

independent

Use cases & customers

Primary use cases

high concurrency web scrapingAI agent web navigation at scaleLLM training data collectionlightweight automated testingcost reduction versus Chrome-based headless fleets

Target customers

AI agent developersscraping and data teamsplatform engineers running headless fleets

Deployment options

self-hosted open source binary (Linux, macOS, Docker)Lightpanda Cloud (euwest and uswest endpoints)on premise or private cloud on Enterprise

Integrations

CDP and WebDriver BiDi connect Playwright, Puppeteer, chromedp and Selenium, and guides cover Stagehand and Hermes Agent. Lightpanda also offers a native MCP server (stdio or HTTP, also on Cloud), an HTTP fetch API, a Python SDK and a CLI.

In practice

Your team's AI agent needs to browse the web through a standard tool interface. Lightpanda's native MCP server gives it navigation, extraction, interaction and session tools, locally or on Lightpanda Cloud.

Your team has a browsing task the agent handles well and needs it to run the same way every time. Lightpanda's built in agent saves the session as a PandaScript, which Lightpanda replays without an LLM.

Your team's scraping cannot send pages or data to an outside service. Lightpanda runs as a self hosted binary on your own machines, and your existing Playwright or Puppeteer code connects to it over CDP.

Sources & related URLs

Research sources

https://lightpanda.io/ https://lightpanda.io/llms.txt https://lightpanda.io/pricing https://lightpanda.io/docs/usage/agent https://lightpanda.io/docs/reference/mcp-tools https://lightpanda.io/docs/core-concepts/local-vs-cloud

Agentic Index coverage score

6.0 / 14 capabilities · 43%

Integrations & Tool Calling	Partial
Guides connect Lightpanda to Stagehand, Hermes Agent, Playwright, Puppeteer, chromedp and Selenium, all frameworks that drive the browser. The agent's own tools are browser tools plus web search. Lightpanda names no authenticated action route, credential handling or connector for acting in outside systems. Sourcelightpanda.io/docs/guides/use-stagehandread 2026-09-27
Workflow Orchestration	Partial
The built in agent carries out multi step browsing tasks and can save a session as a PandaScript, a deterministic JavaScript automation with loops and functions that Lightpanda replays without an LLM. Lightpanda describes no multi agent execution and no workflow model beyond a single script. Sourcelightpanda.io/docs/usage/pandascriptread 2026-09-27
Knowledge Grounding & RAG	Not documented
The agent extracts pages and searches the web at run time. Lightpanda names no knowledge grounding or retrieval layer. Sourcelightpanda.io/docs/usage/agentread 2026-09-27
Human Oversight & Guardrails	Partial
The customer can set --obey_robots so every request the browser makes, including for an agent driving it, is checked against the site's robots.txt and blocked where disallowed. This lets the customer limit what the agent may do. Lightpanda names no approval step before an agent action commits. Sourcelightpanda.io/blog/posts/robotstxt-supportread 2026-09-27
Security, Identity & Governance	Not documented
Access to Lightpanda Cloud runs on a single API token per account, with no roles, SSO or team access model. No attestation or trust page is published. The Enterprise plan offers support for advanced security needs without naming them. Sourcelightpanda.io/pricingread 2026-09-27
Observability & Auditability	Partial
The Lightpanda Cloud console lists recent sessions with their logs, and the local binary writes request, navigation and resource logs at a chosen level to stderr. Lightpanda names no replay, trace export or audit trail of agent actions. Sourcelightpanda.io/docs/run-on-lightpanda-cloud/getting-startedread 2026-09-27
Memory & State Persistence	Not documented
PandaScript variables last for one script run, and an MCP session keeps its page loaded between calls. The agent remembers the last chosen provider for each directory as a setting. Lightpanda names no memory that the agent reads across runs. Sourcelightpanda.io/docs/usage/pandascriptread 2026-09-27
Deployment & Data Residency	Full
The same engine runs as a self hosted binary on the customer's own machines or infrastructure, where pages and data never reach Lightpanda, or on Lightpanda Cloud with euwest and uswest endpoints the customer picks. Enterprise offers on premises or private cloud deployment. Sourcelightpanda.io/docs/core-concepts/local-vs-cloudread 2026-09-27
Prebuilt Agents, Templates & Packs	Not documented
PandaScripts are written or saved by the customer, and Lightpanda names no catalog of prebuilt agents, templates or scripts. Sourcelightpanda.io/docs/usage/pandascriptread 2026-09-27
Triggers & Channel Coverage	Not documented
Work starts when a caller connects over CDP, MCP or the HTTP API, or when a user runs the agent or a PandaScript from the command line. Lightpanda names no schedule, event or inbound trigger of its own. Sourcelightpanda.io/docs/reference/cliread 2026-09-27
Model Flexibility & Routing	Full
The built in agent runs on the provider the customer chooses, set by API key, --provider flag or /provider command. The choices are Anthropic, OpenAI, Google, Hugging Face, Mistral, OpenRouter, OrcaRouter and the Vercel AI Gateway, or a local model through Ollama or llama.cpp. Sourcelightpanda.io/docs/usage/agentread 2026-09-27
APIs, SDKs & MCP Extensibility	Full
Developers can call an HTTP API (POST /api/fetch with a bearer token), a Python SDK, a CLI and a CDP server. A native MCP server over stdio or HTTP offers navigation, extraction, interaction and session tools that drive Lightpanda's own browser sessions, and it is also exposed on Lightpanda Cloud with a token. Sourcelightpanda.io/docs/reference/mcp-toolsread 2026-09-27
Testing, Debugging & Optimization	Not documented
Published benchmarks measure the engine's speed and memory use, and Lightpanda names no evaluation harness, test cases or quality gate for agents. Sourcelightpanda.io/docs/core-concepts/benchmarksread 2026-09-27
Browser & Computer Use	Full
Lightpanda is its own headless browser engine, written in Zig with V8, that runs JavaScript and the DOM. Agents drive it over CDP or WebDriver BiDi (Playwright, Puppeteer, chromedp), through its MCP server, or with the built in agent's goto, click, fill and extract tools, locally or on Lightpanda Cloud. It skips visual rendering, so there are no screenshots. Sourcelightpanda.io/docs/usage/agentread 2026-09-27

The Agentic Index coverage score grades every vendor Full, Partial or Not documented against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Product updates

October 2, 2026·Browser/computer useVerified

Lightpanda's headless browser for AI agents reached version 1.0 and dropped its beta label, after passing about 80% of the Web Platform Tests that Chrome passes. The release enforces CORS by default on every request a page makes, so a hostile page can no longer read internal services from inside the network.

Bears on: Security / enterprise

View source

View all Lightpanda updates →Tracked since Oct 2026 · Verified from public vendor sources

Pricing

Open source engine free to self host; Cloud Explorer free (10 browser hours a month); Builder $19 a month (300 hours, then $0.08 an hour); Enterprise custom

browser hours metered by the second

Free tier

What is public

lightpanda.io/pricing publishes the Explorer and Builder plans with hour pools, concurrency and the overage rate; Enterprise is quoted.

Variable cost rationale

The product's core pitch is collapsing per instance resource cost (roughly 9x lower memory than Chrome), so browser fleet spend scales gently with volume whether self hosted or cloud.

Overage / add-ons

Builder keeps running past its 300 included hours and bills $0.08 per browser hour; the free plan stops until its pool resets.

Sales call required

No, self serve available

Free / trial

Open source self hosting free; Cloud Explorer plan free with 10 browser hours a month

Lowest paid plan

Builder, $19 a month for 300 browser hours and 30 concurrent sessions, then $0.08 an hour

Agentic Index verified 2026-09-27

Official pricing page

Related vendors

Alternatives to Lightpanda

The closest documented capability profiles to Lightpanda among agent infrastructure platforms tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Hyperbrowser8.0 / 14Adds documented Security, Identity & Governance and Memory & State Persistence, among others
GPT Researcher7.0 / 14Adds documented Knowledge Grounding & RAG and Prebuilt Agents, Templates & Packs, among others
Jina AI5.0 / 14Adds documented Knowledge Grounding & RAG and Security, Identity & Governance
Rye5.0 / 14Fuller documented coverage on Integrations & Tool Calling and Human Oversight & Guardrails
Vocode6.0 / 14Adds documented Memory & State Persistence and Triggers & Channel Coverage
Circuit & Chisel4.5 / 14Adds documented Memory & State Persistence

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Lightpanda with other vendors →Compare all agent infrastructure platforms →See where Lightpanda ranks →

Data confidence: high

Head to head

Lightpanda vs AgentQL