caura_evolve

MCP tool from Caura by caura-ai

Karpathy-Loop feedback: record an outcome (success \

How to use it

Project documentation lists caura_evolve for the Caura MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), then check which tools your installed version makes available. Tool availability can depend on configuration and credentials. A server handshake does not verify this tool’s behavior. See the full listing for setup details.

Install Caura

$claude mcp add --transport http -s user memclaw http://localhost:8000/mcp --header "X-API-Key: standalone"

FULL CAURA LISTING

Other tools in Caura (11)

caura_doc

Structured-document CRUD, op-dispatched: write \

caura_entity_get

Look up a knowledge-graph entity by UUID.

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.