Context.dev vs Firma.dev: Detailed Comparison

Overview

Context.dev and Firma.dev are both developer-first APIs, but they solve completely different problems. Context.dev is a web context API that lets AI agents and products scrape, crawl, extract structured data, and retrieve brand intelligence from any URL. Firma.dev is an e-signature API designed for SaaS platforms to embed document signing workflows at a fraction of the cost of traditional providers like DocuSign.

Feature Comparison

FeatureContext.devFirma.dev
Primary FunctionWeb context API for AI products and agents: scrape, crawl, extract structured data, brand intelligence, and screenshots.E-signature API for SaaS platforms: send, sign, and manage documents with white-label embedding.
Target AudienceDevelopers building AI agents, RAG systems, enrichment pipelines, and data-driven products.Developers and SaaS teams needing embedded document signing workflows.
API StyleREST API with SDKs; supports Zod schema for structured extraction.REST API with Swagger/OpenAPI docs; pre-built UI components (iFrame, form builder).
Key CapabilitiesScrape to markdown, crawl sitemaps, extract structured data, brand intelligence (logos, colors, fonts), company enrichment, transaction enrichment.Create templates, send documents for signing, manage teams, real-time webhooks, white-label embedding, audit trails.
Integration SpeedMinutes to integrate; agent can self-setup via one-liner.Hours to integrate; drop-in iFrame or API calls.
Compliance & SecurityNot explicitly stated; likely standard API security.SOC 2, ISO 27001, eIDAS, GDPR compliant; data residency options.
White-Label / BrandingProvides brand data (logos, colors) for other products; not white-label itself.Fully white-label: embed signing with your own branding and UX.
Pricing ModelNot explicitly stated; free tier available (no card required).Pay-as-you-go: €0.029 per envelope; no monthly fees, no minimums.
Free Tier / TrialFree tier with no credit card required.Free sandbox with unlimited test documents; pay only when sending real envelopes.

Pricing

Context.dev offers a free tier (no credit card required) for getting started. Paid pricing is not explicitly listed on the site but likely scales with usage (API calls, data volume).

Firma.dev charges €0.029 per envelope (about 3Β’ USD). No monthly fees, no contracts, no minimums. Pay-as-you-go credits. Free sandbox for testing.

Pros and Cons

Context.dev

Pros:

  • One API for multiple web data needs (scraping, crawling, extraction, brand intelligence).
  • Developer-friendly with SDKs and agent self-setup.
  • YC-backed and trusted by 5K+ developers.
  • Fast integration (minutes) and live web data access.
  • Structured data extraction with Zod schema support.

Cons:

  • Pricing not transparent on website; may be usage-based and potentially costly at scale.
  • No white-label or resell capabilities.
  • Compliance details not prominently shared.

Firma.dev

Pros:

  • Extremely low cost (€0.029/envelope) compared to competitors like DocuSign.
  • Fully white-label and resell-ready for SaaS platforms.
  • Strong compliance (SOC 2, ISO 27001, eIDAS, GDPR).
  • Developer-first with REST API, webhooks, and pre-built UI components.
  • Free sandbox with unlimited test documents.

Cons:

  • Limited to e-signature use case only; not a general web data API.
  • Pricing per envelope may add up for high-volume sending.
  • Integration requires more setup (hours) compared to simpler APIs.

Verdict

Choose Context.dev if you need a versatile web context API for AI agents, data enrichment, and real-time web scraping. Choose Firma.dev if you need an affordable, white-label e-signature solution for your SaaS platform. Both are developer-first but serve entirely different use cases.