Ori Mnemos
UnclaimedLocal-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Set up this server
01 / Choose your client
02 / Before you connect
Authentication is not specified. Check the project instructions before connecting.
Project instructions03 / Add the configuration
claude mcp add --transport stdio 'ori-mnemos' -- 'npx' '-y' 'ori-memory'04 / Check it in your client
Open your client’s MCP settings and confirm the server connects and lists its tools. A copied configuration does not confirm a working connection.
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16 of 16 tools
Documented tools (16)
From project documentation. A server handshake does not verify each tool’s description or behavior.
ori_add
Capture to inbox
ori_explore
Recursive graph traversal — PPR, sub-question decomposition, convergence detection
ori_health
Full diagnostics
ori_index_build
Build/update embedding index and bootstrap co-occurrence edges
ori_orient
Session briefing: daily status, goals, reminders, vault health, index freshness
ori_promote
Promote with classification, linking, and area assignment
ori_prune
Activation topology analysis and archive candidates
ori_query
Graph queries: orphans, dangling, backlinks, cross-project
ori_query_fading
Vitality-based decay detection
ori_query_important
PageRank authority ranking
ori_query_ranked
Full retrieval with Q-value reranking, co-occurrence PPR, and stage meta-learning
ori_query_similar
Semantic search (vector only, faster)
ori_status
Vault overview
ori_update
Write to identity, goals, methodology, daily, or reminders
ori_validate
Schema validation
ori_warmth
Inspect the associative warmth field
Tool change history
FAQ
Questions about Ori Mnemos MCP Server
- How do I connect Ori Mnemos MCP Server to Claude?
- Run `claude mcp add ori-mnemos -- npx -y ori-memory` in Claude Code, or add the same command and arguments under mcpServers in Cursor's mcp.json or Claude Desktop's claude_desktop_config.json, then restart the client. The blocks above are ready to paste.
- Is Ori Mnemos MCP Server free?
- The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can Ori Mnemos MCP Server do?
- Ori Mnemos MCP Server documents 16 tools to the agent, including ori_add, ori_explore, ori_health. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.