Wellread is a shared research cache MCP server that enables AI agents to instantly retrieve answers from verified sources or cache research for future use, reducing token consumption across development teams.
Wellread is an MCP (Model Context Protocol) server that creates a collaborative research cache for AI agents. It operates as a hit-or-miss system where queries first check a shared cache of verified research. Cache hits return instant answers from previous research, while misses save new research findings that benefit future developers and AI agents, significantly reducing redundant token usage across teams.
Installation is straightforward via npm with the command: npx wellread. The tool is free and designed for quick deployment without complex configuration. It integrates with MCP-compatible platforms and can be used immediately after installation.
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