Universal SLR Assistant
Universal SLR Assistant: A free, provider-flexible review workspace for solo researchers who want local control. Ranked #27 of 38 in AI Literature Review Software by our editors (7.0/10); pricing: Free plan; best for solo reviewers preferring local, provider-flexible tools.
At a glance
- Editor score7.0 / 10
- PricingFree plan
- Best forSolo reviewers preferring local, provider-flexible tools
- Free planYes
- Paid fromFree
- Systematic review supportYes
- Facts checked24 Sep 2026
Where it wins
- Imports RIS, BibTeX, CSV, and plain-text references with duplicate detection
- Supports two-stage screening and configurable extraction from full-text PDFs
- Keeps decisions and audit records in local workspaces; exports PRISMA-ready counts
Where it doesn't
- AI screening and extraction suggestions require human verification
- Cloud AI providers may charge separate API fees
- Support is through documentation and community
Our verdict on Universal SLR Assistant
For researchers conducting systematic or scoping reviews, Universal SLR Assistant combines reference management, AI-assisted screening, and structured extraction in an open-source desktop and local browser application. Its workflow covers title and abstract screening followed by full-text PDF processing, with configurable fields for extracting review data. Persistent local workspaces retain references, PDFs, AI suggestions, human decisions, and audit events, making the tool a fit for solo reviewers who want local control and flexibility in choosing AI providers.
The AI workflow is broad enough to cover distinct review stages rather than only summarizing papers. It ingests RIS, BibTeX, CSV, and plain text, identifies duplicates using DOI and fuzzy-title matching, and supports human-reviewed decisions for screening and extraction. Exports include PRISMA-ready counts and workspace reporting files, along with Excel (.xlsx), CSV, JSON, Markdown, and plain text. JSON cache and JSONL audit ledger options provide additional ways to retain review records. Researchers should still verify AI suggestions rather than treating them as final screening or extraction decisions.
The application is free and MIT-licensed, and can run as desktop software or be self-hosted. Provider options span OpenAI, Claude, Gemini, local tools such as Ollama and LM Studio, and custom OpenAI-compatible endpoints; cloud services may charge their own API fees. Documentation and community are the listed support channels, and collaboration features are not verified. This makes Universal SLR Assistant a stronger fit for individual reviewers comfortable managing a local workflow than for teams seeking confirmed collaborative review features or dedicated support. Choose it for control over storage and provider choice; consider alternatives if shared team workflows are central.
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Universal SLR Assistant pricing
Universal SLR Assistant fact sheet
| Free plan | Yes |
|---|---|
| Paid from | Free |
| Screening workflow | Yes |
| AI paper summaries | Yes |
| Full-text analysis | Yes |
| Systematic review support | Yes |
| Collaboration seats | Not verified |
| Export formats | Excel (.xlsx), CSV, JSON, Markdown, plain text |
| Deployment | Desktop, Self-hosted |
| Platforms | Web, Windows, macOS, Linux |
| Support | Docs, Community |
| Built for | Solo, Small business, Mid-market (editorial estimate) |
| Integrations | 13 integrations: OpenAI, Anthropic Claude, Google Gemini, Ollama, OpenRouter, DeepSeek … |
| Pricing | Free plan |
| Website | sadeghanisi.github.io |
| Facts checked | 24 Sep 2026 |
Universal SLR Assistant integrations
Universal SLR Assistant lists 13 integrations on its own site.
- OpenAI
- Anthropic Claude
- Google Gemini
- Ollama
- OpenRouter
- DeepSeek
- Mistral
- Kimi/Moonshot
- Grok/xAI
- LM Studio
- vLLM
- LocalAI
- Custom OpenAI-compatible endpoints
Alternatives to Universal SLR Assistant
- EPPI-ReviewerA broad evidence-synthesis workspace with strong analysis tools and paid collaboration costs.9.2
- RayyanA collaborative screening workspace with AI ranking, PICO tools, and mobile access.8.8
- DistillerSRA configurable review platform for traceable academic, healthcare, and institutional evidence work.8.7
See all Universal SLR Assistant alternatives →
Also Ranked In
Universal SLR Assistant is ranked in 2 of our directories.
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Featured on iTechGuides
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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