AI tools directory credits

Includes data from AIToolBuzz (CC BY 4.0), best-of-ai (MIT), ml-tooling best-of lists (CC BY-SA 4.0), other open awesome-lists (MIT/CC0), GitHub repository metadata, and Hugging Face Space metadata.

Contains data from AIToolBuzz (aitoolbuzz.com), CC BY 4.0, https://creativecommons.org/licenses/by/4.0/

Records from these sources are combined in this directory. One tool can cite more than one source, so the counts below are citation counts. Reviewer notes and source links are stored and are not shown.

• devadigax/aitoolbuzz-dataset (AIToolBuzz)

  12,655 rows. CC BY 4.0 Attribution required.

• best-of-ai/best-of-ai

  26,066 rows. MIT (stated in README) The repo has no LICENSE file. GitHub detects none.

• skopx/ai-tools

  1,905 rows. MIT

• ml-tooling/best-of-ml-python

  921 rows. CC BY-SA 4.0 Share-alike.

• ml-tooling/best-of-jupyter

  285 rows. CC BY-SA 4.0 Share-alike.

• filipecalegario/awesome-generative-ai

  539 rows. CC0-1.0

• agent-gigmole/awesome-ai-agent-tools

  466 rows. MIT

• i-ayushsingh/oss-tools-dataset

  242 rows. CC0-1.0

• steven2358/awesome-generative-ai

  196 rows. CC0-1.0

• hannibal046/awesome-llm

  164 rows. CC0-1.0

• caramaschihg/awesome-ai-agents-2026

  105 rows. CC0-1.0

• outerspacee/awesome-ai-tools

  93 rows. CC0-1.0

• shahedbd/awesome-ai-tools

  78 rows. MIT

• dspachos/awesome-ai-tools

  35 rows. MIT

• ai-collection/ai-collection

  5 rows. MIT

• ahdpe/awesome-ai-tools-2026

  4 rows. MIT

• GitHub REST API (repo metadata, topic search)

  0 rows. GitHub API Terms Link back to each repository. Repository descriptions are short factual metadata.

• Hugging Face Hub API (public Spaces)

  20,596 rows. Hugging Face Terms of Service Link back to each Space. Each Space's license, when declared, is noted on the row.