Self-improving MCP memory server for AI agents. One command, no cloud, no config.
Self-improving MCP memory server for AI agents. One command, no cloud, no config.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| lore_search | Hybrid semantic + keyword search with relevance scores |
| lore_remember | Fast one-shot memory save (auto-titles, auto-links) |
| lore_insert | Bulk structured insert with custom scores and links |
| lore_update | Feedback loop — rate memories, drive quality |
| lore_forget | Soft-delete wrong or outdated memories |
| lore_reflect | End-of-session: extract learnings, auto-save discoveries |
| lore_processed_sessions | Check which sessions are already processed |
| lore_recommend_links | Suggest candidate links between related memories |
| lore_get_suggestions | List pending link suggestions from the sweep engine |
| lore_review_suggestion | Accept or reject one or more link suggestions (batch) |
{
"mcpServers": {
"lorekeeper": {
"command": "npx",
"args": ["-y", "agentmemory"]
}
}
}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 aging research papers, evidence, trials and grants; follow topics through Sign in with ARN.
An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
Official AiDD MCP Server for Claude Desktop - Seamless integration with Apple Notes, AI task processing, and multi-service sync
Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes.