Wellread
Shared research cache for AI agents. Caches web research across sessions and users - hit means instant answer from verified sources, miss means your research saves the next dev's tokens. Semantic search with freshness tracking, gap detection, and rea
What is Wellread?
Wellread is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to shared research cache for ai agents. caches web research across sessions and users - hit means instant answer from verified sources, miss means your research saves the next dev's tokens. semantic sear...
Shared research cache for AI agents. Caches web research across sessions and users - hit means instant answer from verified sources, miss means your research saves the next dev's tokens. Semantic search with freshness tracking, gap detection, and rea
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- Shared research cache for AI agents. Caches web research acr
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx wellreadConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Wellread
What is Wellread?
Wellread is a Model Context Protocol (MCP) server that shared research cache for ai agents. caches web research across sessions and users - hit means instant answer from verified sources, miss means your research saves the next dev's tokens. semantic search with freshness tracking, gap detection, and rea It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Wellread?
Follow the installation instructions on the Wellread GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Wellread?
Wellread works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Wellread free to use?
Yes, Wellread is open source and available under the AGPL 3.0 license. You can use it freely in both personal and commercial projects.
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Set Up Wellread in Your Editor
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Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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