Caura
UnclaimedCaura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
Install
claude mcp add --transport http -s user memclaw http://localhost:8000/mcp --header "X-API-Key: standalone"Set up this server
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12 of 12 tools
Documented tools (12)
From project documentation. A server handshake does not verify each tool’s description or behavior.
caura_doc
Structured-document CRUD, op-dispatched: write \
caura_entity_get
Look up a knowledge-graph entity by UUID.
caura_evolve
Karpathy-Loop feedback: record an outcome (success \
caura_insights
Karpathy-Loop reflection: contradictions, failures, stale, divergence, patterns, discover.
caura_keystones
Read mandatory governance rules for the current scope (tenant + fleet + agent merged). Call once per session.
caura_keystones_set
Author/remove keystone rules, op-dispatched: set \
caura_list
Non-semantic enumeration with filters, sort, cursor pagination.
caura_manage
Per-memory lifecycle, op-dispatched: read \
caura_recall
Hybrid semantic + keyword search over memories, with optional LLM-summarised brief.
caura_stats
Aggregate counts: total + breakdowns by type / agent / status. Read-only.
caura_tune
Read/update an agent's per-search profile (topk, ftsweight, freshness, blend, …).
caura_write
Single or batch (≤100) memory write; auto-enriched with type, title, summary, tags.
Tool change history
FAQ
Questions about Caura MCP Server
- How do I connect Caura MCP Server to Claude?
- The listing records `claude mcp add --transport http -s user memclaw http://localhost:8000/mcp --header "X-API-Key: standalone"` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, Cursor as compatible clients.
- Is Caura 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 Caura MCP Server do?
- Caura MCP Server documents 12 tools to the agent, including caura_doc, caura_entity_get, caura_evolve. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.