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📖 The AI Tool Bible

AI data extraction agent

Editorial picks for "ai data extraction".

39 tools

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PA

Palantir AIP

Agents · Multi-model (GPT, Claude, Llama, customer-hosted)
8.4

Enterprise AI platform that grounds LLMs in your operational data and runs agents against real business systems.

Enterprise· Contact sales; typically bundled with Foundryenterprise-agentsoperational-ai
SC

ScrapeGraphAI

Agents · Multi-model (LLM, unspecified)
8.4

LLM-driven web scraping API that turns natural-language prompts into structured JSON.

Freemium· Free 500 credits; Starter $20/mo, Growth $100/mo, Pro $500/mo, Enterprise customweb-scrapingdata-extraction
N8

n8n

Agents · Multi-model
8.3

Source-available workflow automation with first-class AI-agent and RAG building blocks.

Freemium· Starter: 20€ · Pro: 50€ · Business: 667€ · Enterprise: Contact Salesai-agentsworkflow-automation
SK

Skyvern

Agents · Multi-model (OpenAI, Anthropic, Gemini, Ollama)
8.3

AI browser agent that automates web workflows from natural-language instructions, with CAPTCHA and 2FA handling built in.

Freemium· Free: $0/month · Hobby: $29/month · Pro: $149/month · Enterprise: Custom/monthbrowser-automationdata-extraction
BU

Browser Use

Agents · Multi-model (BYO LLM; Claude in hosted Box)
8.2

Open-source browser automation harness and cloud platform for LLM agents that drive real websites.

Freemium· PAYG: $0 · Dev: $29 · Business: $299 · Scaleup: $999web-automationscraping
SI

Sim

Agents · Multi-model (Claude, OpenAI, Google)
8.2

Open-source visual workspace for building, deploying, and monitoring AI agents.

Freemium· Free: $0 · Pro: $25 · Max: $100 · Enterprise: Customagent-workflowsinternal-automation
LA

Langflow

Agents · Multi-model
8.1

Open-source visual builder for LangChain-style AI agents and RAG pipelines.

Freemium· Open-source free; hosted free tier + paid enterprise via DataStaxagent-prototypingrag-pipelines
EX

Exa

RAG · Proprietary neural + keyword search
8.0

Web search API built for AI agents, with structured outputs and token-efficient highlights.

Freemium· Free Tier: Free · Search: $7/1k requests · Agent: $0.012–$1.00/run · Contents: $1/1k pages per content type · Deep Search: $12–15/1k requestsagent-web-searchrag-retrieval
FI

Firecrawl

RAG · Claude, Cursor, Windsurf, OpenAI, Gemini
8.0

Web scraping and crawling API that returns LLM-ready markdown, JSON, or structured data from any URL.

Freemium· Free Plan: $0 · Hobby: $16 · Standard: $83 · Growth: $333 · Scale: $599/monthlyweb-scrapingrag-ingestion
MA

Manus

Agents · Multi-model
7.9

Generalist agent for research, code, and web tasks.

Paid· Credit-based; tiers from $19/moresearchweb tasks
OP

OpenCLI

Agents · GPT-3, GPT-2
7.4

Open-source bridge that hands your already-logged-in Chrome session to a CLI and AI agents.

Free· Free and open-source (Apache-2.0)browser-automationagent-tooling
AF

Agno (formerly Phidata)

Agents · Multi-model
7.2

Open-source Python framework for building multi-agent systems, paired with a production runtime that ships in your own cloud.

Freemium· Free: Free · Pro: $150/mo · Enterprise: ?
MT

MCP Toolbox for Databases

Agents · Multi-model
7.2

Open-source MCP server that wires AI agents and IDEs straight into 50+ production databases with auth, pooling, and observability baked in.

Free· Free and open source (Apache 2.0); self-hostedagent-database-accessmcp-server
MI

MinusX

Agents · Claude (BYO LLM key supported)
7.2

Agentic BI platform that turns natural-language questions into dashboards, SQL, and boardroom slides.

Freemium· Open Source: Free · Founders: $40/user/mo · Team: $600/mo · Enterprise: Customtext-to-sqlauto-dashboards
ON

OneKE

RAG · Multi-model (OneKE-13B, LLaMA3, Qwen2.5, GPT, DeepSeek-R1)
7.2

Open-source multi-agent framework for schema-guided knowledge extraction from documents.

Free· Free, MIT-licensed; you pay for LLM API calls or self-hosted computeknowledge-graph-constructionnamed-entity-recognition
VA

Veritone Automate Studio

Agents · Multi-model (aiWARE engine ecosystem)
7.2

Low-code workflow builder for orchestrating multi-engine AI pipelines across audio, video, text, and images.

Enterprise· Contact sales; no public pricingmedia-monitoringmetadata-extraction
EL

Elicit

RAG · Claude Opus 4.5
7.1

AI research assistant that searches, screens, and extracts data from 138M+ academic papers at scale.

Freemium· Basic: Free · Plus: $11 · Pro: $39 · Scale: $89 · Enterprise: Customliterature-reviewsystematic-review
HY

Hyperbrowser

Agents · Model-agnostic (BYO LLM)
7.1

Cloud browser infrastructure built for AI agents that need to scrape, click, and navigate the live web.

Freemium· Free developer tier; paid usage-based plansagent-browser-controlweb-scraping
KN

KNIME

Agents · Multi-model (OpenAI, Anthropic, Gemini, Ollama)
7.1

Visual node-based data science platform with built-in connectors for OpenAI, Anthropic, Gemini, and local LLMs.

Freemium· Free: Free · Pro: $19 / month · Team: $99 / month · Business Hub: Contact salesdata-pipelinesllm-workflows
LA

LangExtract

RAG · Multi-model (Gemini, GPT-4/4o, Ollama-hosted local models)
7.1

Google's open-source Python library for LLM-driven structured extraction from unstructured text, with source-grounded outputs.

Free· Library is free (Apache-2.0); LLM API costs depend on chosen backendstructured-extractiondocument-parsing
PA

PageAgent

Agents · Bring-your-own (Qwen, GPT, Claude, etc.)
7.1

An in-page JavaScript GUI agent that drives web interfaces with natural language, no headless browser required.

Free· Free, MIT-licensed; LLM costs are whatever provider you wire inweb-automationai-copilots
RO

RowSpeak

Agents · Gemini
7.0

AI spreadsheet analyst that turns messy Excel, CSV, and PDF tables into dashboards and management-ready reports.

Freemium· Essential: $8.3/mo · Professional: $24.9/mo · Premium: $49.9/mospreadsheet-analysisdata-visualization
SU

Superduper

RAG · Multi-model
7.0

Enterprise AI agent orchestration that brings RAG and agents to your existing data stack without migration.

Enterprise· Free trial on Snowflake Marketplace; enterprise self-hosted pricing on requestin-database-ragagent-orchestration
BU

Browser Use Web UI

Agents · Multi-model
6.9

Gradio web UI for running browser-use AI agents in a real or persistent Chrome session.

Free· Free, open-source; bring your own LLM API keysbrowser-automationweb-agents
RA

ReBillion.ai

Agents
6.9

AI transaction coordinator that extracts dates, deadlines, and compliance rules from real estate contracts.

Paid· AI Toolkit + Customization: $199 · Human Assistant + AI + Customization: $499transaction-coordinationcontract-analysis
NA

Nekton AI

Agents · OpenAI GPT (ChatGPT)
6.8

Plain-English workflow automation that generates and runs cloud code from your prompt.

Freemium· Free: 0$ · Starter: 9$ · Pro: 18$workflow-automationno-code-scripting
VA

Veritone aiWARE

Agents · Multi-model
6.6

Enterprise AI operating system that orchestrates hundreds of cognitive engines through low-code workflows.

Enterprise· Contact salesworkflow-automationmedia-intelligence
AM

Airtable MCP Server

MCP Servers

Model Context Protocol server that gives LLMs full read/write access to your Airtable bases.

Free· Open source (MIT) and free to run. You still need an Airtable account and personal access token; Airtable itself is Free / Team $20 per user/mo / Business $45 per user/mo / Enterprise (custom).Natural-language CRM queries against AirtableLLM-driven lead triage and enrichment
BR

Browserbase

Agents · Model-agnostic via Model Gateway (OpenAI, Anthropic, Google, others)

Headless browser infrastructure for AI agents

Freemium· Start for Free: Free · Get Developer: $20 · Get Startup: $99 · Contact Sales: CustomAI web-browsing agentsLLM-driven end-to-end testing
CO

CoreBase

Agents · Bring-your-own-key: Claude, GPT-4/4o, Gemini (plus built-in fallback models)

Governed AI-agent infrastructure that safely connects LLMs to your real data systems

Freemium· Free: $0 · Growth: $79/mo · Team: $249/mo · Enterprise: CustomGoverned text-to-SQL over production warehousesInternal Slack copilot with Salesforce and Jira actions
FM

Firecrawl MCP Server

MCP Servers

MCP server that gives Claude, Cursor, and other AI agents native web scrape, crawl, search, and extract tools via Firecrawl.

Freemium· Free: $0 USD · Team: $4 USD per user/month · Enterprise: $21 USD per user/monthLive documentation lookup inside Claude DesktopCompetitor pricing extraction during a Cursor coding session
MF

MCP Fetch Server

MCP Servers

Official Model Context Protocol reference server that lets any MCP-compatible LLM fetch web pages and read them as clean markdown.

Free· Free and open source (MIT License). No hosted tier; you run it locally via uvx, pip, or Docker.Reading documentation pages inside Claude DesktopGrabbing a GitHub README before scaffolding a project
PM

Playwright MCP

MCP Servers

Microsoft's official Model Context Protocol server for browser automation via Playwright.

Free· Free and open source (Apache-2.0). No paid tiers — you cover browser/compute costs where you run it.Autonomous web browsing agentsEnd-to-end test authoring by demonstration
PM

Puppeteer MCP Server

MCP Servers

Reference MCP server that lets LLMs drive a real Chromium browser via Puppeteer.

Free· Free and open source (MIT license). No hosted service; you run it locally under Node/Docker.Give Claude a browser to research JS-rendered pagesHave an agent fill and submit a web form
RE

Reducto

RAG · In-house vision models combined with frontier LLMs (specific vendors undisclosed)

Enterprise-grade document parsing and extraction with citation-grounded structured output

Freemium· Standard: $19 · Growth: $49 · Enterprise: Contact salesRAG ingestion of complex PDFsContract field extraction
SC

Scrapling

Agents

Adaptive Python web-scraping framework with a built-in MCP server for AI coding agents.

Free· Free and open source under BSD-3-Clause. Self-hosted Python library with no paid tier or hosted service; users pay only for their own infrastructure, browsers, and any proxies or LLM tokens they choose to plug in.MCP-driven web scraping from Claude DesktopAgent-powered research and browsing
ST

Stagehand

Agents · Model-agnostic (OpenAI GPT-4o, Anthropic Claude, Google Gemini via Vercel AI SDK)

The SDK for browser agents

Freemium· SDK is free/open-source (MIT). Runs locally against any LLM API key. Optional Browserbase cloud runtime: Free $0/mo, Developer $20/mo, Startup $99/mo, Scale custom.AI web scrapingAutonomous browser agents
SU

Suna

Agents · Bring-your-own-model (OpenAI GPT, Anthropic Claude, and other providers via API keys or existing subscriptions)

Open-source AI command center for deploying a workforce of autonomous agents across your company

Freemium· Free: $0 · Team: $40/ seat / mo · Enterprise: CustomAutonomous research and market intelligenceWeb scraping and data enrichment agents
UI

Unstructured.io

RAG · In-house layout and table models plus optional OpenAI / Anthropic / Bedrock embeddings and enrichment

Turn unstructured enterprise documents into LLM-ready data

Freemium· Free: Free · Pay-As-You-Go: $0.03 / page · Business: CustomRAG document ingestionPDF and PPTX parsing