This is a token reduction layer that sits between Claude and your file system, API calls, and development tools. It replaces standard MCP tools like read_file and grep with cached, compressed alternatives that store content in SQLite and return only diffs on subsequent calls. The 80+ tools cover file operations, API fetching with TTL-based caching, database queries, test runners, and multi-tier cache management with LRU/LFU eviction. Real production data shows 60-90% token reduction across operations. You'd reach for this when you're hitting context limits on large codebases or repeatedly fetching the same API responses, and you want automatic optimization without changing your workflow.
claude mcp add --transport stdio ooples-token-optimizer-mcp uvx token-optimizer-mcp