AI tools, agent skills, frameworks and workflows for academic research.
Browse reviewed resources, from everyday literature review, writing and data analysis to autonomous research. Inclusion is not a claim of proven benefit.
16 resources match the current filters (39 in the catalogue).
Workflow level (L1–L4) describes how AI is used, not evidence quality. Higher is not better evidence. Source level and outcome verification are separate labels. Read the method.
Tool Google DeepMind and academic collaborators 2025
Aeneas helps historians retrieve parallel Latin inscriptions and propose restorations, dates and geographical attributions.
Workflow level n/a Source: Institutional report Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Humanities & history Archival researchData analysis
Tool Suresh and colleagues 2021
A research application combining speech recognition and transformer models to analyze mathematics classroom talk moves.
Workflow level n/a Source: Preprint (not peer-reviewed) Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Education Data analysisTranscription
Tool ATLAS.ti
ATLAS.ti describes AI-assisted document conversations, intention-guided coding and audio/video transcription for qualitative research.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Business & managementHumanities & historySocial science Data analysisKnowledge synthesisTranscription
Tool BERTopic project
BERTopic uses transformer embeddings and class-based TF-IDF for topic modelling of document collections.
Workflow level n/a Source: Project-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Business & managementHumanities & historySocial science Data analysis
Tool CausalML project
CausalML provides machine-learning methods for uplift modelling and conditional average treatment-effect estimation from experimental or observational data.
Workflow level n/a Source: Project-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Business & managementEconomicsSocial science Data analysis
Tool Elicit
Elicit offers semantic literature search, cited research reports and assistance with systematic-review screening and data extraction.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Multidisciplinary Data extractionKnowledge synthesisLiterature research
Tool EPHE and Inria
eScriptorium supports segmentation and transcription of historical manuscripts, printed books and archival documents through OCR/HTR and manual correction.
L2Research workflow (workflow level, not a quality rating) Source: Project-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Humanities & history Archival researchTranscription
Tool Jupyter AI project
Jupyter AI integrates agent chats into JupyterLab so researchers can collaborate with selected agents in their notebook workspace.
Workflow level n/a Source: Project-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Multidisciplinary Data analysisResearch coding
Tool MAXQDA
MAXQDA AI Assist offers qualitative-data summaries, paraphrases, code suggestions and document conversations.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Business & managementHumanities & historySocial science Data analysisKnowledge synthesis
Tool Paperpal
Paperpal advertises a research-writing workspace combining source uploads, cited drafting assistance, paraphrasing and submission checks.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Multidisciplinary Literature researchScientific writing
Tool PySR project
PySR performs symbolic regression to search for interpretable mathematical expressions from data and documents an optional agent skill.
Workflow level n/a Source: Project-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 MathematicsMultidisciplinary Data analysisResearch coding
Tool Rayyan
Rayyan supports collaborative review screening, deduplication and relevance ranking learned from reviewer decisions.
L2Research workflow (workflow level, not a quality rating) Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Multidisciplinary Data extractionLiterature research
Tool ResearchRabbit
ResearchRabbit supports literature discovery from seed papers, reference-library connections and adaptive recommendations.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Multidisciplinary Literature research
Tool READ-COOP SCE
A hosted platform documenting handwriting recognition, correction, extraction and publication of archival material.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Humanities & history Archival researchData extraction
Tool Writefull
Writefull offers AI language feedback, paraphrasing and copyediting tailored to academic writing.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Multidisciplinary Scientific writing
Tool iFLYTEK
The iFLYTEK research model is offered for paper reading, review generation, specialist translation and English-language polishing.
Workflow level n/a Source: Vendor-documented Outcome: Not empirically evaluated here
1 source Source-checked 2026-10-15 Humanities & historyMultidisciplinarySocial science Knowledge synthesisLiterature researchScientific writing