Fulcrum
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Comparison · Analytics
NocoDB vs Keboola
A side-by-side editorial comparison of NocoDB and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
NocoDB vs Keboola: at a glance
What is NocoDB?
NocoDB lands in Claude Connectors with 149 MCP tools, completing its pivot to AI-native database
NocoDB has transformed from an open-source Airtable alternative into a multi-layer data platform. The Claude Connector listing puts NocoDB alongside a short list of tools Anthropic has vetted for native AI integration, and the simultaneous 13x expansion of the MCP server (11 to 149 tools) means any Claude-connected workflow can now query, modify, and trigger automations across an entire base without custom wiring. On the UX side, Interfaces (launched August) let teams build role-specific apps on top of their base data, and realtime presence addresses the collaborative gap that previously made the product feel like a solo spreadsheet tool.
What is Keboola?
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
NocoDB vs Keboola: editorial side-by-side
NocoDB
6.3ANALYTICS
NocoDB lands in Claude Connectors with 149 MCP tools, completing its pivot to AI-native database
◆ Current state
NocoDB has transformed from an open-source Airtable alternative into a multi-layer data platform. The Claude Connector listing puts NocoDB alongside a short list of tools Anthropic has vetted for native AI integration, and the simultaneous 13x expansion of the MCP server (11 to 149 tools) means any Claude-connected workflow can now query, modify, and trigger automations across an entire base without custom wiring. On the UX side, Interfaces (launched August) let teams build role-specific apps on top of their base data, and realtime presence addresses the collaborative gap that previously made the product feel like a solo spreadsheet tool.
◆ Where it's heading
NocoDB is building vertically — adding a presentation layer (Interfaces), a real-time collaboration layer (presence, folders), and an AI integration layer (MCP/Claude) on top of the database core. The pattern puts NocoDB increasingly in competition with Retool on internal tools and with Airtable's AI features on the self-hosted side. Enterprise data source expansion (Oracle in June) signals a push upmarket, while the Claude Connector listing is a distribution bet: teams that standardize on Claude for AI work will encounter NocoDB in the connector directory before they consider custom MCP setup.
◆ Prediction
The next move is likely deeper agentic MCP capabilities — now that 149 tools are live, NocoDB will probably expose workflow triggers and cross-base joins as MCP actions, letting AI agents operate full data pipelines rather than just query individual tables.
Keboola
7.5ANALYTICS
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
◆ Current state
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
◆ Where it's heading
Keboola is building toward a model where AI agents can autonomously manage the data pipeline lifecycle. The MCP server's unified auth is a signal: the target is a world where a developer's coding assistant can browse, create, and modify Keboola pipelines without a human navigating the UI. Kai GA and the MCP expansion are the same thesis from two directions — AI as interface, not AI as feature. Branched storage expansion to BigQuery and Flows improvements in the background are the operational stability layer those agents will depend on.
◆ Prediction
Kai gaining the ability to create and modify Flows, and the MCP server expanding its coverage to transformation and workspace management, are the two most visible next moves. The Branched Storage on BigQuery release is a prerequisite for Branches 2.0 approval workflows, which would give Kai a way to propose and commit pipeline changes with human review gates.
Alternatives to NocoDB and Keboola
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either NocoDB or Keboola.
Holistics
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
dbt Core
dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
OpenHouse
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all NocoDB alternatives → · See all Keboola alternatives →
Recent activity from NocoDB and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaKai is Now Generally Available (Multi-Tenant, Contracted Customers) ⚡
- 6d agoNocoDB2026.09.0 : NocoDB in the Claude Connector Marketplace ⚡
- 6d agoKeboolaMigrate Snowflake Workspaces from Password to Key Pair Auth
- 13d agoNocoDB2026.08.2 : Introducing Dual-Axis Charts, Embedded Linked Records and Workflow Folders
- 22d agoKeboolaKeboola MCP: Log In Once, Work Across Every Project ⚡
- 27d agoKeboolaPython 3.10 Deprecation for Streamlit Apps (September 2026)
- 28d agoNocoDB2026.08.1 : Introducing Realtime Presence and Folders
- 1mo agoKeboolaFlows: New Condition Operators and Run Selected Tasks
- 1mo agoKeboolaBranched Storage on BigQuery
- 1mo agoNocoDB2026.08.0 : Introducing Interfaces ⚡
- 2mo agoNocoDB2026.07.0 : Introducing Calendar Sync & Image Annotations
- 2mo agoNocoDB2026.06.2 : Introducing Oracle Database Support
Frequently asked questions
What is the difference between NocoDB and Keboola?
Both compete on the same themes — mcp — within Analytics. Keboola is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is NocoDB better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to NocoDB?
Top NocoDB alternatives in Analytics are ranked by recent ship velocity. Browse the "NocoDB alternatives" section above for the current picks, or visit /alternatives/nocodb for the full list with editorial commentary on each.
What are the best alternatives to Keboola?
Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.