# Renaissance AI and Education Resource Hub

> 3912 curated evidence-based K-12 and higher education resources — links with metadata and a description each, from organizations with documented review (What Works Clearinghouse, Learning Policy Institute, Mathematica, Digital Promise, Evidence for ESSA and others). Last updated: 2026-09-21

This is the root index. Each source below links to a compact list of its entries (entry number, title, URL, type, tags); large sources are split into parts under 100,000 characters. Every source also has a file with full descriptions. For the whole corpus in one file see llms-full.txt; for search use the MCP endpoint.

## Sources

- [WestEd](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-wested-1.txt): 915 entries, 3 parts; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-wested.txt
- [Mathematica](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-mathematica-1.txt): 633 entries, 2 parts; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-mathematica.txt
- [Learning Policy Institute](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-learning-policy-institute.txt): 353 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-learning-policy-institute.txt
- [The Education Trust](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-the-education-trust.txt): 324 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-the-education-trust.txt
- [UChicago Consortium on School Research](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-uchicago-consortium-on-school-research.txt): 324 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-uchicago-consortium-on-school-research.txt
- [NWEA Research](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-nwea-research.txt): 291 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-nwea-research.txt
- [Digital Promise](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-digital-promise.txt): 277 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-digital-promise.txt
- [Evidence for ESSA](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-evidence-for-essa.txt): 203 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-evidence-for-essa.txt
- [What Works Clearinghouse](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-what-works-clearinghouse.txt): 174 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-what-works-clearinghouse.txt
- [Campbell Collaboration](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-campbell-collaboration.txt): 51 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-campbell-collaboration.txt
- [AIMS Collaboratory](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-aims-collaboratory.txt): 47 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-aims-collaboratory.txt
- [Journal of Educational Data Mining](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-journal-of-educational-data-mining.txt): 39 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-journal-of-educational-data-mining.txt
- [Journal of Learning Analytics](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-journal-of-learning-analytics.txt): 39 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-journal-of-learning-analytics.txt
- [TNTP](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-tntp.txt): 36 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-tntp.txt
- [National Center for Education Statistics (NCES)](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-national-center-for-education-statistics-nces.txt): 29 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-national-center-for-education-statistics-nces.txt
- [IES Regional Education Labs](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-ies-regional-education-labs.txt): 28 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-ies-regional-education-labs.txt
- [Brookings Institution](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-brookings-institution.txt): 22 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-brookings-institution.txt
- [Tools Competition](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-tools-competition.txt): 17 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-tools-competition.txt
- [CREDO at Stanford](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-credo-at-stanford.txt): 16 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-credo-at-stanford.txt
- [Carnegie Mellon University LearnLab](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-carnegie-mellon-university-learnlab.txt): 12 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-carnegie-mellon-university-learnlab.txt
- [IEA](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-iea.txt): 11 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-iea.txt
- [Other sources (30 organizations)](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-other-sources.txt): 71 entries; with descriptions: https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full-other-sources.txt

## Whole corpus

- [llms-full.txt](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/llms-full.txt): all 3912 entries with descriptions in one self-contained file (large)
- [data.json](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/data.json): the same entries as structured JSON
- [MCP endpoint](https://renaissance-hub.joon-96a.workers.dev/mcp): semantic search over the corpus (tools: search, fetch, search_resources, get_entries_batch, list_tags, list_sources)

## Tags

Tag vocabulary with entry counts; filter values for the MCP tools.

**Domain:** k-12 (872), math-education (522), literacy (424), learning-engineering (301), english-learners (222), early-childhood (211), higher-ed (199), school-discipline (32)

**Method:** computer-assisted-learning (254), longitudinal (203), response-to-intervention (188), rct (85), meta-analysis (61), coaching (45), intelligent-tutoring (41), genai (40), qualitative-research (34), llm-application (24), nlp (19), automated-feedback (10), a-b-testing (7), instructional-coaching (1)

**Topic:** college-access (426), formative-assessment (411), sel (293), professional-development (279), career-readiness (235), personalized-learning (140), inclusive-design (126), attendance (112), open-datasets (101), dropout-prevention (97), digital-learning-platforms (76), writing-instruction (58), prekindergarten (46), student-belonging (36), ai-ethics (24), data-sharing (23), math-strategies (22), ai-policy (21), pii-privacy (18), math-motivation (9), genai-tutoring (4), math-word-problems (2), cognitive-science (2), educational-systems-change (1)

**Affiliation:** lpi (352), edtrust (324), digital-promise (277), wwc (165), aims (47), jedm (39), campbell-collaboration (27), jla (25), cmu-learnlab (18), tools-competition (17), lsu (13), northwestern-e4 (10), assistments (9), carnegie-learning (6), rppl (5), upgrade-platform (3), norc (2), duolingo (2), nap (2), wpi (2), khan-academy (1), lastinger-center (1), tla (1), casel (1)

## Types

report (3013), paper (523), framework (169), dataset (99), platform (29), presentation (27), review (24), tool (10), code (9), article (8), project-website (1)

## Optional

- [schema.md](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/schema.md): field definitions and the tag vocabulary
- [how-to-use.md](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/how-to-use.md): access options (web, files, MCP, Gem)
- [purpose.md](https://jchoi92k.github.io/Learning-Engineering-Resource-Hub/purpose.md): what the hub is for and how entries are chosen