Agentic coding with Memuron

Memuron is governed agent memory — not a vector DB wrapper. There is no npm SDK. Coding agents connect over REST, the PyPI CLI, or remote MCP.

Pick a connection surface

Credentials every agent needs

Create a managed key in the console API Keys page. Managed keys bind to your org — you usually do not need a separate tenant header.

# Required
export MEMURON_API_KEY="arth_sk_…"

# Hosted endpoints
export MEMURON_API_BASE="https://api.memuron.com/memuron"
export MEMURON_MCP_URL="https://api.memuron.com/mcp"

# Optional — only if your client requires an explicit org id
export MEMURON_TENANT_ID="org_…"

Mental model for agents

• Memories live in spaces (e.g. space.personal). Always list spaces before guessing paths.
• Writes are async: POST /memories → poll GET /jobs/{job_id}.
• The Guardian may create or update in place — do not append duplicate facts.
• Prefer GraphFS queries (POST /spaces/query) for agent search; hybrid /memories/search for ranked recall.
• Never invent memory IDs. Resolve with query/search, then GET /memories/{id}.

Copy-paste packs

Use these when wiring an agent that can paste config or a system prompt:

• REST API guide — full auth, examples, and happy-path workflows.
• AGENTS.md pack — drop into any coding-agent repo.
• MCP — Cursor / Claude / ChatGPT OAuth.
• Console Connect tab at https://console.memuron.com/connect — authenticated, copy-heavy setup.