token-reducer

by Madhan230205 · Claude 技能 · ★ 15

About token-reducer

Token Reducer Cut Claude API costs by 90%+ with intelligent context compression The open-source alternative to expensive context management tools. Easy Install • Features • Documentation • Contributing The Problem Every time you use Claude with a large codebase, you're paying for thousands of tokens that aren't relevant to your query.

ai-toolsbm25claude-codeclaude-code-plugincontext-compressioncontext-optimizationcost-optimizationdeveloper-productivityembeddingshybrid-retrieval

Quick Facts

Stars15
Forks1
LanguagePython
CategoryClaude 技能
LicenseMIT
Quality Score46.5/100
Open Issues3
Last Updated2026-05-02
Created2026-04-01
Platformsclaude-code, python
Est. Tokens~31k

Compatible Skills

These tools work well together with token-reducer for enhanced workflows:

  • context-compressor — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • claw-compactor — semantic(0.44)+complementary+rare_topics+same_lang+shared_platform (64%)
  • knowledge-rag — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • claude-rolling-context — semantic(0.39)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • Contextcore — semantic(0.36)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

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Frequently Asked Questions

What is token-reducer?

token-reducer is ⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.. It is categorized as a Claude 技能 with 15 GitHub stars.

What programming language is token-reducer written in?

token-reducer is primarily written in Python. It covers topics such as ai-tools, bm25, claude-code.

How do I install or use token-reducer?

You can find installation instructions and usage details in the token-reducer GitHub repository at github.com/Madhan230205/token-reducer. The project has 15 stars and 1 forks, indicating an active community.

What license does token-reducer use?

token-reducer is released under the MIT license, making it free to use and modify according to the license terms.

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