Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
Airbyte records 151,332 monthly visits with -18.6% month-over-month growth and Freemium, Free Trial, Paid pricing. RecoFeed records 0 monthly visits with 0% growth and Freemium pricing.

Local-first recommendation feeds that keep user data on-device
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | airbyte.com | recofeed.getmegaportal.com |
| Pricing Model | Freemium, Free Trial, Paid | Freemium |
| Monthly Visits | 151.33K (151,332) | 0 (0) |
| MoM Traffic Delta | -34.67K (-18.6%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (28.8%) | 🌐 Global (—) |
| Direct Visits / mo | 64.17K | 0 |
| User Rating | 4.6 | 3.8 |
| Supported Platforms | Website | Website |

Open-source data integration engineered for AI agents and analytics
Connect databases, SaaS tools, files, and APIs to warehouses, lakes, and other destinations without writing ingestion code for each source.
Define a custom connector declaratively in minutes when no prebuilt one exists, then use it like any other connector in your pipelines.
Serve warehouse data to AI agents through an MCP server with inherited access controls, so agents get context without bypassing governance.
Choose fully managed Cloud, a hybrid model where pipelines run in your own VPC, or the self-hosted open-source core.

Local-first recommendation feeds that keep user data on-device
Similarity and ranking run locally in the browser via CloseVector, so user preference data is not sent back to a server.
Built on CloseVector, which runs in browser, server and desktop contexts, letting the same logic power web and native experiences.
Feeds can be assembled from articles, products, videos or other users, and reused across different parts of a product.
AI-suggested categories give new users a starting point for their preferences instead of an empty onboarding screen.
Free / Open-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud

Connects thousands of SaaS apps instantly with zero setup, but becomes significantly more expensive for heavy data movement.
Connects thousands of SaaS apps instantly with zero setup, but becomes significantly more expensive for heavy data movement.
Free / Open-sourceProvides flexible open-source workflow automation and app synchronization, though less specialized for massive database ELT pipelines.
Free / Open-sourceProvides flexible open-source workflow automation and app synchronization, though less specialized for massive database ELT pipelines.

Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows

The environments frontier AI trains on, and the agents that do the recurring work
The environments frontier AI trains on, and the agents that do the recurring work

SpecialistMultiplayer AI where people and agents work side by side
SpecialistMultiplayer AI where people and agents work side by side
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway

SpecialistExcels at parsing documents and preparing data for AI RAG, whereas Airbyte focuses on broad database syncing.
SpecialistExcels at parsing documents and preparing data for AI RAG, whereas Airbyte focuses on broad database syncing.

AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models

AI no-code builder that turns one sentence into native iOS, Android, and web apps
AI no-code builder that turns one sentence into native iOS, Android, and web apps
SpecialistBuild, share, and control AI agents that actually do the work
SpecialistBuild, share, and control AI agents that actually do the work

Free / Open-sourceA private, memory-powered AI assistant you own and customize
Free / Open-sourceA private, memory-powered AI assistant you own and customize