Web scraping and crawling API that turns entire websites into clean, structured data ready for AI models to read.
firecrawl.dev
Alternatives to
Context.dev
Best alternatives to Context.dev in 2026
If you've ever wanted your app or an AI agent to "read" a website — pull out prices, articles, or company info — you quickly run into the messy reality of the web: every page is built differently, blocks bots, or buries the data you want inside layers of ads and scripts. Building and maintaining code to handle all of that reliably is a project in itself. Context.dev sells that problem away: you send it a URL, and it hands back clean, structured data, already parsed and ready to use. Context.dev is a web context API platform aimed at developers and AI agents that need reliable access to structured web data — scraping, document parsing, crawling, and structured extraction — without standing up their own scraping infrastructure (proxies, headless browsers, anti-bot handling). It ships SDKs in five languages plus an MCP server, so AI agents built on frameworks that speak MCP can call it directly as a tool. Pricing runs on a credit system: a free tier (500 credits), then Developer at $25/month (10K credits), Pro at $149/month (200K credits), Scale at $499/month (1M credits), and custom Enterprise plans, with credits consumed per successfully scraped page.
Quick comparison of Context.dev alternatives
| # | Tool | Best for | Price |
|---|---|---|---|
| 1 | Teams building RAG pipelines, AI research agents, lead enrichment and competitive intelligence tools | — | |
| 2 | Développeurs | — | |
| 3 | Développeurs | — | |
| 4 | Propriétaires de sites, PME et agences voulant une analytics conforme RGPD sans bannière de consentement | — | |
| 5 | Équipes finance, juridique et opérations qui traitent un volume significatif de documents non structurés et ont besoin d'une piste d'audit sur les données extraites | — | |
| 6 | Équipes finance et IT d'entreprises moyennes à grandes qui utilisent plusieurs outils IA (ChatGPT, Claude, Copilot, Gemini) et veulent auditer l'usage réel vs la dépense | — | |
| 7 | Équipes ingénierie/sales/recruiting/investissement qui ont besoin d'un accès programmatique en temps réel à des données entreprises et personnes, y compris pour des agents IA | — | |
| 8 | Fondateurs, équipes finance de petites structures et leurs comptables qui veulent des réponses rapides sur cash-flow et marges sans exporter de rapports manuellement | — | |
| 9 | Agences marketing, freelances et équipes marketing internes qui doivent produire des rapports clients réguliers depuis plusieurs sources | — | |
| 10 | Équipes produit et développeurs indépendants qui ont déjà une base Postgres ou Supabase et veulent des dashboards sans monter un pipeline data séparé | — | |
| 11 | Entreprises B2C de taille moyenne à grande qui doivent justifier leurs dépenses marketing par des données, actuellement clientes d'agences comme Kantar ou Ipsos. | — | |
| 12 | Marques et entreprises voulant comprendre et optimiser leur présence dans les résultats de recherche IA (ChatGPT, Gemini, Perplexity...) en plus du SEO classique. | — |
#1
- ✓ Purpose-built output formats (markdown, JSON schema) for AI consumption
- ✓ Open source with a large, active community
#4
A privacy-friendly alternative to Google Analytics that shows you how your website is doing without cookies, consent banners, or a cluttered dashboard full of metrics nobody looks at.
poeticmetric.com
- ✓ Open source et auto-hébergeable
- ✓ Aucun cookie invasif, conforme RGPD sans bannière
#5
Feed it a messy pile of PDFs, invoices or web pages and Datatera.ai turns them into clean, structured spreadsheet or CRM records — with an audit trail so a finance or legal team can trust where each number came from.
datatera.ai
- ✓ Gouvernance et traçabilité (lineage) intégrées — pas juste de l'extraction brute
- ✓ Pipeline multi-moteurs annoncé à 99% de précision vérifiée
#6
A company's AI tool bill is easy to see; whether that spend is actually being used is not. DepthData pulls usage and cost data from every AI vendor into one dashboard so finance can tell the difference.
depthdata.vercel.app
- ✓ Répond à un problème réel et grandissant : dépense IA éparpillée sans visibilité d'usage
- ✓ Connexions en lecture seule, ne lit jamais le contenu des prompts/conversations
#7
A real-time API for company and people data — sales, recruiting and investing teams query it directly, or plug it straight into Claude via MCP, instead of buying a static list that's already stale.
crustdata.com
- ✓ Données en temps réel via API plutôt qu'un export statique qui devient obsolète
- ✓ Support natif du Model Context Protocol de Claude — interrogeable directement par un agent IA
#8
Connect your QuickBooks or Xero and ask plain questions about your cash flow and margins — Veltrix answers in the numbers, sourced back to your actual books, without ever touching your money.
veltrix.com
- ✓ Accès en lecture seule garanti — ne peut jamais déplacer d'argent ni modifier les comptes
- ✓ Réponses sourcées directement dans les données comptables réelles, pas des estimations génériques
#9
White-label dashboards and client reports for marketing agencies — connect the channels you already pay for, build the report once, and stop assembling spreadsheets by hand every month.
zapdigits.com
- ✓ Tarification forfaitaire, pas de surprise à l'usage ou par rapport généré
- ✓ Hébergement des données en UE et conformité RGPD mise en avant, argument réel pour les agences européennes
#10
Point your Postgres or Supabase database at Dreambase and it builds the dashboards, reports and answers a data analyst would — no warehouse, no SQL, no waiting.
dreambase.com
- ✓ Connexion directe à Postgres/Supabase sans ETL ni entrepôt de données à monter
- ✓ Mapping automatique du schéma par IA — pas besoin d'écrire de SQL
#11
An AI-native brand tracking platform for B2C companies that continuously surveys 3,000+ real consumers to measure brand awareness, funnel and ad recall, priced from $15,000/region/year versus $100K-500K for a traditional agency tracker.
timelaps.io
- ✓ Continuous tracking across 82 markets with a dedicated researcher included
- ✓ Meaningfully cheaper than a traditional agency contract for the same scope
#12
Tracks how often your brand gets mentioned or recommended by ChatGPT, Gemini, Perplexity, Claude and Grok, alongside a traditional SEO dashboard pulling in Search Console, Google Analytics and Bing data.
searcherries.com
- ✓ Genuinely new category of monitoring: tracks AI chatbot mentions, not just Google rank
- ✓ Combines AI visibility with a conventional SEO dashboard (GSC/GA/Bing) in one place
FAQ about Context.dev alternatives
- What is the best alternative to Context.dev in 2026?
- Based on our selection, Firecrawl is the best alternative to Context.dev in 2026. Web scraping and crawling API that turns entire websites into clean, structured data ready for AI models to read.. See our full ranking above to compare all options.
- Is Context.dev free?
- Context.dev is a paid tool. Several alternatives in our selection offer free or freemium versions.
- How many alternatives to Context.dev are there?
- mySelectas has listed 12 alternatives to Context.dev in the Data & Analytics category. Our selection is updated regularly to include the best options available.