Airbyte
Open-source/cloud ELT platform with 600+ connectors moving data from SaaS tools and databases into warehouses; increasingly positions itself as a context layer for AI agents via a hosted Context Store.
Move data between the warehouse, the CRM and the rest of the stack. ETL, reverse ETL, MDM.
9 listings. Catalog build: 2026-10-17.
Compare the tools below against the input you have, the output you need, and the systems you already use. This list includes tools with and without MCP support.
These matches come from recorded vendor claims. They are a shortlist to investigate, not a performance ranking. A tool's overall test label does not prove it was tested for this task.
Listings are alphabetical. Open a record for dated sources and research notes.
Read this solution shortlist as JSONOpen-source/cloud ELT platform with 600+ connectors moving data from SaaS tools and databases into warehouses; increasingly positions itself as a context layer for AI agents via a hosted Context Store.
A GTM/RevOps engineering platform (YC S23) that lets revenue teams define, version, and automate go-to-market logic - lead sourcing, enrichment, scoring, routing, CRM sync - as code, run by AI agents.
Managed ELT pipeline platform; for GTM purposes, the relevant piece is its Salesforce/HubSpot/Marketo/Outreach/Salesloft/Gong/Zendesk connectors that land CRM and GTM-tool data in a warehouse, plus (post-Census) its "Activations" reverse-ETL product for pushing data back out to those same tools.
A CDP/reverse-ETL platform that syncs warehouse data (Snowflake, BigQuery, Databricks, Redshift) to 300+ downstream tools (ad platforms, CRMs, marketing automation) for audience activation and personalization.
A visual, node-based workflow automation platform ("scenarios") connecting 3,000+ apps, with newer AI-agent and natural-language-build features layered on top.
A node-based workflow-automation platform for connecting apps/APIs and orchestrating multi-step processes, usable self-hosted or as managed cloud.
A no-code RevOps data-orchestration platform automating GTM data workflows - list loading, cleansing, deduplication, enrichment, scoring/segmentation, and lead routing across the marketing/sales stack.
An "agentic master data management" (MDM) platform that unifies data across CRM/ERP/warehouse systems in real time and exposes that unified data to both humans (dashboards/BI) and AI agents.
A cloud automation platform connecting thousands of apps via trigger-action workflows (Zaps), plus a separate agent product.