Literature Search
Automated citation chasing, API wrappers for PubMed, and search strategy testing.
Curated List / Directory
Open Source Tools for Evidence Synthesis
A curated directory of open-source software, libraries, and frameworks designed to support the systematic review, meta-analysis, and evidence synthesis workflow.
Explore by Category
Tools are curated across every stage of the systematic review process.
Text Mining & NLP
Semantic annotation, sentiment analysis, and concept extraction using ML.
Screening
AI-assisted screening, machine learning prioritization, and deduplication.
Data Extraction
PDF parsing, table extraction, OCR tools, and plot digitizers.
Risk of Bias
Automated assessment tools and visualization for bias (ROB2, QUADAS, etc.).
Meta-analysis
Statistical packages for R and Python, Network Meta-analysis, and Bayesian models.
Visualization
Forest plots, funnel plots, network graphs, and evidence mapping.
Reference Management
Open-source bibliography managers and citation cleaning tools.
Workflow & Automation
Tools for reproducible reporting, document conversion, and project management.
Why Open Source?
This list is curated based on comprehensive mapping studies. We strictly include tools that are non-proprietary, have public repositories, and use recognized open-source licenses (MIT, GPL, etc.).
Open source ensures full transparency in research, allowing scientists to inspect algorithms, avoid "black box" pitfalls, and build upon existing work to accelerate innovation in evidence synthesis.