perplexity-webui-scraper 0.4.1

Python scraper to extract AI responses from Perplexity's web interface.

Perplexity WebUI Scraper

Python scraper to extract AI responses from Perplexity's web interface.

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Installation

As a Library

# From PyPI (stable)
uv add perplexity-webui-scraper

# From GitHub dev branch (latest features)
uv add git+https://github.com/henrique-coder/perplexity-webui-scraper.git@dev

As MCP Server

No installation required - uvx handles everything automatically:

# From PyPI (stable)
uvx --from perplexity-webui-scraper[mcp]@latest perplexity-webui-scraper-mcp

# From GitHub dev branch (latest features)
uvx --from "perplexity-webui-scraper[mcp]@git+https://github.com/henrique-coder/perplexity-webui-scraper.git@dev" perplexity-webui-scraper-mcp

# From local directory (for development)
uv --directory /path/to/perplexity-webui-scraper run perplexity-webui-scraper-mcp

Requirements

• Perplexity Pro/Max account
• Session token (__Secure-next-auth.session-token cookie)

Getting Your Session Token

Option 1: Automatic (CLI Tool)

uv run get-perplexity-session-token

This interactive tool will:

1. Ask for your Perplexity email
2. Send a verification code to your email
3. Accept either a 6-digit code or magic link
4. Extract and display your session token
5. Optionally save it to your .env file

Option 2: Manual (Browser)

1. Log in at perplexity.ai
2. Open DevTools (F12) → Application/Storage → Cookies
3. Copy the value of __Secure-next-auth.session-token
4. Store in .env: PERPLEXITY_SESSION_TOKEN="your_token"

Quick Start

from perplexity_webui_scraper import Perplexity

client = Perplexity(session_token="YOUR_TOKEN")
conversation = client.create_conversation()

conversation.ask("What is quantum computing?")
print(conversation.answer)

# Follow-up (context is preserved)
conversation.ask("Explain it simpler")
print(conversation.answer)

Streaming

for chunk in conversation.ask("Explain AI", stream=True):
    print(chunk.answer)

With Options

from perplexity_webui_scraper import (
    ConversationConfig,
    Coordinates,
    Models,
    SourceFocus,
)

config = ConversationConfig(
    model=Models.DEEP_RESEARCH,
    source_focus=[SourceFocus.WEB, SourceFocus.ACADEMIC],
    language="en-US",
    coordinates=Coordinates(latitude=12.3456, longitude=-98.7654),
)

conversation = client.create_conversation(config)
conversation.ask("Latest AI research", files=["paper.pdf"])

API Reference

Perplexity(session_token, config?)

Parameter	Type	Description
session_token	str	Browser cookie
config	ClientConfig	Timeout, TLS, etc.

Conversation.ask(query, model?, files?, citation_mode?, stream?)

Parameter	Type	Default	Description
query	str	-	Question (required)
model	Model	Models.BEST	AI model
files	list[str | PathLike]	None	File paths
citation_mode	CitationMode	CLEAN	Citation format
stream	bool	False	Enable streaming

Models

Model	Description
Models.BEST	Automatically selects the best model based on the query
Models.DEEP_RESEARCH	Create in-depth reports with more sources, charts, and advanced reasoning
Models.CREATE_FILES_AND_APPS	Turn your ideas into docs, slides, dashboards, and more
Models.SONAR	Perplexity's latest model
Models.GPT_52	GPT-5.2 - OpenAI's latest model
Models.GPT_52_THINKING	GPT-5.2 - OpenAI's latest model (thinking)
Models.CLAUDE_45_SONNET	Claude Sonnet 4.5 - Anthropic's fast model
Models.CLAUDE_45_SONNET_THINKING	Claude Sonnet 4.5 - Anthropic's fast model (thinking)
Models.CLAUDE_45_OPUS	Claude Opus 4.5 - Anthropic's Opus reasoning model
Models.CLAUDE_45_OPUS_THINKING	Claude Opus 4.5 - Anthropic's Opus reasoning model (thinking)
Models.GEMINI_3_FLASH	Gemini 3 Flash - Google's fast model
Models.GEMINI_3_FLASH_THINKING	Gemini 3 Flash - Google's fast model (thinking)
Models.GEMINI_3_PRO_THINKING	Gemini 3 Pro - Google's most advanced model (thinking)
Models.GROK_41	Grok 4.1 - xAI's latest model
Models.GROK_41_THINKING	Grok 4.1 - xAI's latest model (thinking)
Models.KIMI_K25_THINKING	Kimi K2.5 - Moonshot AI's latest model

CitationMode

Mode	Output
DEFAULT	text[1]
MARKDOWN	text[1](url)
CLEAN	text (no citations)

ConversationConfig

Parameter	Default	Description
model	Models.BEST	Default model
citation_mode	CLEAN	Citation format
save_to_library	False	Save to library
search_focus	WEB	Search type
source_focus	WEB	Source types
time_range	ALL	Time filter
language	"en-US"	Response language
timezone	None	Timezone
coordinates	None	Location (lat/lng)

Exceptions

Exception	Description
PerplexityError	Base exception for all library errors
HTTPError	HTTP error with status code and response body
AuthenticationError	Session token is invalid or expired (HTTP 401/403)
RateLimitError	Rate limit exceeded (HTTP 429)
FileUploadError	File upload failed
FileValidationError	File validation failed (size, type, etc.)
ResearchClarifyingQuestionsError	Research mode asking clarifying questions
ResponseParsingError	API response could not be parsed
StreamingError	Error during streaming response

MCP Server (Model Context Protocol)

The library includes an MCP server for AI assistants like Claude Desktop and Antigravity.

Each AI model is exposed as a separate tool - enable only the ones you need to reduce agent context size.

Configuration

Add to your MCP config file (no installation required):

Claude Desktop (~/.config/claude/claude_desktop_config.json):

{
  "mcpServers": {
    "perplexity-webui-scraper": {
      "command": "uvx",
      "args": [
        "--from",
        "perplexity-webui-scraper[mcp]@latest",
        "perplexity-webui-scraper-mcp"
      ],
      "env": {
        "PERPLEXITY_SESSION_TOKEN": "your_token_here"
      }
    }
  }
}

From GitHub dev branch:

{
  "mcpServers": {
    "perplexity-webui-scraper": {
      "command": "uvx",
      "args": [
        "--from",
        "perplexity-webui-scraper[mcp]@git+https://github.com/henrique-coder/perplexity-webui-scraper.git@dev",
        "perplexity-webui-scraper-mcp"
      ],
      "env": {
        "PERPLEXITY_SESSION_TOKEN": "your_token_here"
      }
    }
  }
}

From local directory (for development):

{
  "mcpServers": {
    "perplexity-webui-scraper": {
      "command": "uv",
      "args": [
        "--directory",
        "/absolute/path/to/perplexity-webui-scraper",
        "run",
        "perplexity-webui-scraper-mcp"
      ],
      "env": {
        "PERPLEXITY_SESSION_TOKEN": "your_token_here"
      }
    }
  }
}

Available Tools

Each tool uses a specific AI model. Enable only the ones you need:

Tool	Model	Description
perplexity_ask	Best	Auto-selects best model based on query
perplexity_deep_research	Deep Research	In-depth reports with more sources and charts
perplexity_sonar	Sonar	Perplexity's latest model
perplexity_gpt52	GPT-5.2	OpenAI's latest model
perplexity_gpt52_thinking	GPT-5.2 Thinking	OpenAI's latest model (thinking)
perplexity_claude_sonnet	Claude Sonnet 4.5	Anthropic's fast model
perplexity_claude_sonnet_thinking	Claude Sonnet Thinking	Anthropic's fast model (thinking)
perplexity_gemini_flash	Gemini 3 Flash	Google's fast model
perplexity_gemini_flash_thinking	Gemini Flash Thinking	Google's fast model (thinking)
perplexity_gemini_pro_thinking	Gemini 3 Pro	Google's most advanced model (thinking)
perplexity_grok	Grok 4.1	xAI's latest model
perplexity_grok_thinking	Grok 4.1 Thinking	xAI's latest model (thinking)
perplexity_kimi_thinking	Kimi K2.5	Moonshot AI's latest model

All tools support source_focus: web, academic, social, finance, all

Disclaimer

This is an unofficial library. It uses internal APIs that may change without notice. Use at your own risk.

By using this library, you agree to Perplexity AI's Terms of Service.