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Context Data vs VegaDūta

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Context Data compared with VegaDūta
DetailContext Data logo Context DataVegaDūta logo VegaDūta
What it doesGoverned access to production data for AI agents Open-source, self-hostable platform for building and governing AI agents across multiple channels
StageNot given Startup
FoundedNot given 2025
Based inNot given IN
Pricing modelOpen source Open source
PricingNot given Free to run, fork and build on commercially under Business Source License 1.1; paid hosted plans from $0 to $79 USD
Key features
  • Automatic detection and masking of sensitive data in results
  • Risk-based approval workflow for writes
  • Append-only audit log of all requests
  • Support for multiple protocols: MCP, Postgres wire, HTTP
  • Data lineage tracking
  • Human approval workflows
  • Multi-channel support (WhatsApp, email, voice, web)
  • Retrieval and graph memory
  • Guardrails and governance with budgets
  • Browser automation
  • Role-based access control
  • OpenAPI and Swagger tool import
  • Agent skill learning
  • Sealed audit log
What makes it different
  • Works with agents and data you already have
  • Open source under Apache 2.0 license
  • Transparent status of every feature
  • Runs on laptop, server, or Kubernetes—same images everywhere from release
  • Complete governance embedded in platform and SDKs with approval, budgets, audit
  • Open standards: MCP, A2A, AG-UI, OpenTelemetry, OIDC, OpenAPI
  • Business Source License allows commercial use and forking
  • Console in 22 Indian languages
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)27 +1 (up) since last check8 +1 (up) since last check
Trust Flow (Majestic)70
Citation Flow (Majestic)2311
Referring domains (Majestic)1242

4 details filled in for both companies.

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