Context Mode – 315 KB of MCP output becomes 5.4 KB in Claude Code
Context compression for Claude Code—98% reduction, 315KB becomes 5.4KB, extends sessions 6x.
Universal Code Mode Plugin for Claude Code — compress any API into 2 MCP tools
Two MCP tools replace hundreds when typical integrations need one tool per endpoint.
Developers using Claude Code with existing APIs
MCP Registry tools · LangChain tools · Zapier for Claude
Context compression for Claude Code—98% reduction, 315KB becomes 5.4KB, extends sessions 6x.
Tree-sitter AST compression cuts LLM context tokens 50-70% while preserving API structure.
Context-aware summarizer cuts Playwright dumps from 56KB to under 1KB with zero friction.
5.6x token compression with click/type/select interaction beats read-only Firecrawl, Jina.
25 audio tools as MCP, but librosa and sox already do this cheaper.
99.9% compression claims need peer review—zero stars, one commit, no standard benchmarks.