Are There Open-Source AI Agents for Data Analysis and Reporting? (2026
Yes. As of Aug 5, 2026, out of 383 AI agents for Data analysis and reporting in the KanonAgent index, 21 are judged open-source (every judgement requires a source quote); this page covers the top 7 by real traction.
Yes, at least eight open-source agents match this job. They range from ready-to-run desktop tools to frameworks for building multi-agent reporting pipelines. All are confirmed open-source or free via their source listings, with no paid-only restrictions noted.
Updated 2026-08-05 · 7 products · live data from KanonAgent
1. LobsterAI5.8k upvotes
LobsterAI runs open-source desktop agents that execute data analysis and auto-generate slides, docs, and reports from phone commands.
2. Flowise31 upvotes
Flowise lets users visually build open-source agents that chain steps for automated data analysis and customer-report tasks.
3. edict16.3k upvotes
Edict orchestrates nine open-source specialized agents for market analysis and traceable report generation with real-time dashboards.
4. intentkit6.5k upvotes
IntentKit provides a self-hosted open-source cluster of agents that collaborate on data processing and report generation.
5. commonly1.3k upvotes
Commonly enables open-source cross-vendor agent teams to integrate data and produce reports inside one shared workspace.
6. vellum-assistant1.0k upvotes
Vellum-assistant is a free open-source agent that learns preferences while automating daily report generation and data organization.
7. ToolUniverse1.6k upvotes
ToolUniverse supplies an open-source toolkit so agents can autonomously design experiments, analyze data, and complete research reports.
How to choose
Prioritize agents already tuned for reporting workflows like LobsterAI or Edict when you need immediate output. Frameworks such as Flowise or IntentKit add flexibility but require setup time and local compute. Check GitHub activity and dependency bloat before adopting; many list free pricing yet hide GPU or storage costs at scale. Avoid trading-focused agents that only handle narrow datasets.
FAQ
Which of these run fully locally without cloud calls?
LobsterAI, IntentKit, and Commonly are explicitly self-hosted or desktop-grade.
Do any generate formatted slides or PDFs?
LobsterAI and Edict explicitly support slides, docs, and dashboard reports.
Are there limits on data volume?
Most are research or desktop tools; test with your dataset size as long-horizon agents like OpenMetaHarness handle multi-session flows better.
How is this list ranked?
By real traction from our index (upvotes / MRR / growth rate, whichever the product actually has) — not editorial picks, and we do not accept paid placement. Sources: ProductHunt, Hacker News, GitHub, HuggingFace, Reddit, TrustMRR.
What is the inclusion bar?
A page is published only when at least 5 real products qualify. Judgement fields (autonomy, prerequisites, cost, integrations) all require a source quote — where we cannot read it, we leave it blank rather than guess.
How often is this updated?
Collection runs continuously; this page was regenerated on 2026-08-05. Every number is verifiable through our public read-only API: https://kanonagent.com/data