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 real-time token measurement via JSONL. Free, open source.
Knowledge & Memory (RAG)
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Install
npx -y wellread
Paste the configuration above into your MCP client config (claude_desktop_config.json for Claude Desktop) and restart the client.
{
"mcpServers": {
"wellread": {
"command": "npx",
"args": [
"-y",
"wellread"
],
"env": {
"SUPABASE_URL": "<SUPABASE_URL>",
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"SUPABASE_SERVICE_ROLE_KEY": "<SUPABASE_SERVICE_ROLE_KEY>"
}
}
}
}Paste the configuration above into your MCP client config (claude_desktop_config.json for Claude Desktop) and restart the client.
Sources: public MCP Server directories. This is an independent third-party directory with no affiliation to or endorsement from the maintainers of the listed servers.
