caura_evolve

MCP tool from Caura by caura-ai

Karpathy-Loop feedback: record an outcome (success \

How to use it

caura_evolve is exposed by the Caura MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the caura_evolve tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

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.