Are There Open-Source AI Agents for Report and KPI Generation? (2026)
Yes. As of Aug 5, 2026, out of 299 AI agents for Report and KPI generation in the KanonAgent index, 19 are judged open-source (every judgement requires a source quote); this page covers the top 6 by real traction.
Six open-source agents match this job. Open-source here means free self-hosted tools with full code access, allowing customization but requiring setup and maintenance.
Updated 2026-08-05 · 6 products · live data from KanonAgent
1. LobsterAI5.8k upvotes
LobsterAI runs data analysis and report generation on desktop from mobile commands, fully free and open-source.
2. edict16.3k upvotes
Edict coordinates multiple agents for market analysis and traceable report generation in an open orchestration system.
3. intentkit6.5k upvotes
IntentKit deploys self-hosted agent teams for data processing and report generation with no licensing fees.
4. commonly1.3k upvotes
Commonly enables cross-vendor agents to collaborate on data integration and report generation in an open platform.
5. vellum-assistant1.0k upvotes
Vellum-assistant automates daily reports and data tasks while learning preferences, available as free open-source.
6. SurfSense29 upvotes
SurfSense pulls live web data to generate research reports as a free open-source NotebookLM alternative.
How to choose
Prioritize agents with explicit report features like LobsterAI or Edict for direct KPI output. Test self-hosting requirements first since open-source often demands DevOps effort. Watch for integration gaps with your data sources, as most need custom connectors. Avoid over-general tools that require heavy prompt engineering to reach production-grade reports.
FAQ
Which ones support KPI dashboards?
Edict and IntentKit include real-time dashboards for tracking KPIs alongside reports.
Do they connect to common data sources like Excel or databases?
LobsterAI and SurfSense handle file and web data; others need custom setup for databases.
What maintenance is typical for these open-source agents?
Expect ongoing updates, dependency management, and prompt tuning since they run locally or self-hosted.
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