Collective research memory for AI agents. Search before you research, contribute when you're done.
Collective research memory for AI agents. Search before you research, contribute when you're done.
Your agent's next research task was probably already solved. Wellread finds it before your agent burns tokens rediscovering it - and when it can't, it makes sure the next dev doesn't pay that cost either.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
{
"mcpServers": {
"wellread": {
"command": "npx",
"args": ["-y", "wellread"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Search, discover, and contribute to AgentPedia - the knowledge base for AI agents.
Knowledge graph MCP for student learning with spaced repetition and mastery tracking
AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening
Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.