One address for any MCP client. You sign in at auth.lok.quest once, after adding it.
What it does
- Reads
- Writes
- High impact
At most: only reads or looks up information.
What it costs
FreeOdel charges nothing per call. The publisher may charge for its own service.
What it asks for at sign-in
| Access to | Read | Change |
|---|---|---|
| Your identity | ||
| Profile | ||
| Email address | ||
| Stay signed in |
From the sign-in at auth.lok.quest, as the endpoint publishes it. You approve it there.
Tools
None listed · checked 9 Oct 2026Odel could not list its tools without signing in.
Munnin gives an AI agent a persistent self — identity, reasoning patterns, emotional moments, episodic history, knowledge — and serves the procedures for tending that memory beside the data, over MCP. It is the memory server of the agent-memory framework: an agent awakens from it as who it is, not from a pile of recalled facts, and writes back through the same discipline.
Python · FastMCP · FastAPI · SQLite. Apache-2.0. Runs on a laptop in five minutes with no identity provider.
Five-minute run
Needs Docker and git.
git clone --recurse-submodules https://github.com/alvseek/agent-memory-server
cd agent-memory-server
docker compose up -d --build
curl http://127.0.0.1:8200/health # {"status":"ok","service":"munnin","version":"0.1.0"}
Connect a client. Claude Code:
claude mcp add --transport http munnin http://127.0.0.1:8200/mcp
or in a project's .mcp.json:
{ "mcpServers": { "munnin": { "type": "http", "url": "http://127.0.0.1:8200/mcp" } } }
Then, in a session: ping answers pong, list_procedures returns the 14 memory procedures, and read_procedure("create-agent") walks you through making the first agent. No sign-in happens: this is local mode — one tenant, reachable from this machine only, and the server refuses to start any other way (how that guard works).
No Docker? uv sync && MUNNIN_AUTH=off uv run python -m munnin does the same on 127.0.0.1:8200.
Hosting it
The default is token mode: every /mcp and /api call needs a bearer token from an OIDC issuer that binds tokens to this server (aud = https://<your-host>/mcp), and each person who signs in gets their own tenant. Set MUNNIN_PUBLIC_BASE_URL and MUNNIN_LOGTO_ENDPOINT, put it behind TLS, and paste https://<your-host>/mcp into claude.ai's connectors or claude mcp add. The issuer requirements, the one-identifier rule, and the prebuilt image are in How Is It Deployed.
Develop
uv sync
uv run pytest # 446 tests
uv run ruff check
Full architecture, the tool and endpoint surface, the data model, and known debts: docs/README.md.
License
Apache License 2.0 — Copyright 2026 Alviandi Widiasto. The control-files submodule (agent-memory-system) is licensed the same way, so a clone with submodules is one licence throughout.
