Alternatives

Products that do what TokenPath – token-level citations for LLM output, read from attention does

1. 1WC
   Wiki – Command-line tool to fetch summaries from Wikipedia▲35

   2015 · github.com

2. 2
   Geekflare Scraping API v2▲84

   RAG-ready web scraping that cuts your LLM token costs

   Apr 2026

3. 3DA
   DocQuery, an OSS tool for analyzing documents with LLMs▲7

   2022 · huggingface.co

4. 4WC
   Wiki – Command line Wikipedia summaries▲7

   2015 · github.com

5. 5UC
   Unstructured Citations to BibTeX with Conditional Random Fields▲28

   2015 · reftag.rmcgibbo.org

6. 6LW
   LLM Wiki – Open-Source Implementation of Karpathy's LLM Wiki▲6

   Apr 2026 · llmwiki.app

7. 7LT
   LLM Token Visualizer – How big is 128k token input▲6

   2025 · v0-llm-token-visualizer.vercel.app

8. 8AT
   A tool to properly observe your LLM's context window▲8

   Oct 2025 · blog.nilenso.com

9. 9AS
   A static scanner for LLM app code▲6

   2025 · github.com

10. 10UA
    Understand and reduce token usage with ContextSpy context profiler▲6

    Jun 2026 · github.com

11. 11LI
    Lexical.io – A web app for reading English text▲9

    2016 · lexical.io

12. 12BP
    Byte-Pair Encoding tokenizer for training LLMs on large datasets▲5

    2024 · github.com

13. 13PL
    PromptFlow – Low-Code GUI Tool to Chain LLM Prompts with Flowcharts▲7

    2023 · github.com

14. 14LC
    Long context window for LLMs▲6

    2024 · colab.research.google.com

15. 15IL
    ICortex: LLM Powered Python Interpreter▲8

    2023 · github.com

16. 16CT
    CodeNav – token highlighting and click-to-find usages on GitHub▲5

    2014 · ianww.com

17. 17AO
    Auto-optimizing deterministic LLM outputs using knowledge graphs▲7

    Hi, We are building an open-source framework for loading and structuring LLM context to create accurate and explainable LLM answers using knowledge graphs and vector stores. We built the tool with four main concepts in mind: 1. Loader -> uses dlt in the backend to load and structure the data 2. Cognify step -> creates a graph with summaries, labels and factoids that are interconnected across the documents and stored as a representation in the vector store 3. Optimizer -> Uses DSPy to optimize LLM queries, and we plan to extend it to most of the knobs we can turn, like chunking etc. 4. Search…

    2024 · github.com

18. 18TU
    Transform unstructured docs to structured data▲7

    LLM-Powered document extraction & analysis tool

    2024 · dataku.ai

19. 19TS
    TextPiper – shareable Unix-like text processing pipeline▲7

    2020 · textpiper.com

20. 20PS
    PromptQL – Solving Context Size and Accuracy Issues in LLM Tool Calling▲6

    2024 · promptql.hasura.io

21. 21AC
    A Command-Line Sentence Tokenizer Written in Golang▲6

    2015 · github.com

22. 22SA
    SlackSnippet – A slack based tool to save and access command snippets▲5

    2015 · github.com

23. 23L0
    Longjump 0.1.0, a CLI tool to open URI's with rich context▲6

    2021 · github.com

24. 24TC
    Tokenmaxx – CLI that merges usage across Claude Code and Codex accounts▲5

    Jul 2026 · github.com

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