mem0-oss-mcp
by SteinX
README.md
# mem0-oss-mcp
Small MCP bridge for the self-hosted Mem0 OSS server from `mem0ai/mem0/server`.
It exposes the Mem0 MCP tool names expected by Codex and forwards them to a
self-hosted Mem0 REST API.
## Configuration
```env
MEM0_OSS_BASE_URL=http://<mem0-host>:<mem0-port>
MEM0_OSS_API_KEY=m0sk_xxx
# Recommended: route memory operations through the control-plane sidecar.
MEM0_SIDECAR_BASE_URL=http://mem0-platform-sidecar:8765
MEM0_SIDECAR_PROJECT_ID=default
MEM0_SIDECAR_REQUIRED=true
# Required with the sidecar's secure default. This is the private operator
# credential, not a dashboard-created client key.
MEM0_SIDECAR_API_KEY=replace-with-private-operator-key
# Optional; defaults to a per-process ID and a five-minute heartbeat.
# MEM0_SIDECAR_INSTANCE_ID=mem0-oss-mcp-1
# MEM0_SIDECAR_HEARTBEAT_INTERVAL_SECONDS=300
MEM0_OSS_MCP_HOST=0.0.0.0
MEM0_OSS_MCP_PORT=8080
# disabled | static | hybrid | core_api_key
MEM0_OSS_MCP_AUTH_MODE=static
MEM0_OSS_MCP_CLIENT_AUTH_URL=http://mem0:8000/auth/me
MEM0_OSS_MCP_CLIENT_AUTH_TIMEOUT_SECONDS=5
MEM0_OSS_MCP_TOKEN=change-me
MEM0_OSS_DEFAULT_USER_ID=codex
MEM0_OSS_DEFAULT_APP_ID=default
MEM0_OSS_LIST_FETCH_LIMIT=5000
MEM0_OSS_BACKEND_LIST_RETRY_LIMIT=1000
# Optional: only set when backend top_k should differ from MEM0_OSS_LIST_FETCH_LIMIT.
# MEM0_OSS_BACKEND_LIST_FETCH_LIMIT=5000
```
`MEM0_OSS_BASE_URL` is the base URL of your Mem0 OSS REST server. The port is
not assumed.
Clients configure only the public MCP URL and bearer token. `MEM0_SIDECAR_*`
variables are private bridge/operator settings and must not be copied into
Codex, OpenCode, Cursor, Claude, Hermes, or other client configuration.
### MCP client authentication
| Mode | Accepted credentials | Intended use |
| --- | --- | --- |
| `disabled` | none | loopback-only development |
| `static` | `MEM0_OSS_MCP_TOKEN` | backward-compatible deployments |
| `hybrid` | legacy static token or Core API key | migration only |
| `core_api_key` | any active Core admin API key | steady state |
`static` and `hybrid` require a non-empty `MEM0_OSS_MCP_TOKEN`.
When neither a mode nor a legacy token is configured, startup fails closed.
`disabled` must be selected explicitly and requires `MEM0_OSS_MCP_HOST` to be
a loopback address; there is no non-loopback override.
`core_api_key` validates the incoming bearer credential through Core
`/auth/me`; the MCP process receives no static shared secret. Core
unavailability returns a sanitized 503, while an invalid or revoked key
returns 401.
Create one named Core admin API key per client in the dashboard's **Client Keys**
page. Codex and OpenCode continue using `MEM0_OSS_MCP_TOKEN` as their local
environment variable name, but its value becomes that client's `m0sk_...` key.
The endpoint and MCP configuration remain unchanged.
When sidecar routing is enabled with a trusted `MEM0_SIDECAR_API_KEY`, Requests
attributes new rows as `Legacy shared MCP key` for `legacy_static` or by the
Core key label and prefix for `core_api_key`. Without that private bridge
credential, sidecar rejects caller-supplied attribution instead of trusting
it. Historical rows created before attribution remain
`Unknown (pre-attribution)`; they are never guessed or backfilled.
When `MEM0_SIDECAR_BASE_URL` is set, all memory operations plus entity
list/delete use the sidecar so its durable project/app index stays current.
`MEM0_SIDECAR_PROJECT_ID` supplies the project boundary, while each tool call's
concrete `app_id` remains intact. If the sidecar setting is absent, the bridge
keeps the legacy direct-OSS behavior. A sidecar request failure is returned to
the caller and is never retried as a direct write, avoiding accidental
double-writes.
With sidecar routing enabled, the bridge reports a bounded read/write routing
capability heartbeat at startup, during health checks, and every five minutes.
When `MEM0_SIDECAR_REQUIRED=true`, startup fails unless the private operator
credential can call the protected heartbeat route. Server-side
`AUTO_SAFE` consolidation requires a current heartbeat. Set
`MEM0_SIDECAR_REQUIRED=true` in production so a missing sidecar URL fails at
startup instead of silently selecting legacy direct mode.
`get_memories` fetches a larger backend candidate window before applying local
`app_id` and metadata filters. `MEM0_OSS_LIST_FETCH_LIMIT` is the sidecar target
window and, by default, the largest `top_k` sent to the backend. Set
`MEM0_OSS_BACKEND_LIST_FETCH_LIMIT` only when the backend limit must differ. The
default target is 5000. Older Mem0 OSS builds may reject list requests above
1000, so the sidecar retries with
`MEM0_OSS_BACKEND_LIST_RETRY_LIMIT` and returns `degraded_fetch_limit: true`.
When the fetched backend window is full, responses include `truncated: true` and
`complete: false`; consolidation tools should not treat that listing as complete.
Codex should connect to this bridge, not directly to Mem0 OSS:
```toml
[mcp_servers.mem0]
url = "https://<bridge-host>/mcp"
bearer_token_env_var = "MEM0_OSS_MCP_TOKEN"
```
The bridge itself does not terminate TLS. Keep its `0.0.0.0:8080` listener on
a private application network and publish remote MCP only through an HTTPS
reverse proxy or gateway.
## Codex plugin
This repository also publishes a Codex plugin marketplace at
`.agents/plugins/marketplace.json`.
To use the checked-in plugin, provide the bridge URL and bearer token in the
Codex process environment, then add the marketplace and install the plugin:
```env
MEM0_OSS_MCP_URL=https://<bridge-host>/mcp
MEM0_OSS_MCP_TOKEN=change-me
```
```bash
codex plugin marketplace add SteinX/mem0-oss-mcp
codex plugin add mem0-oss@mem0-oss-mcp
```
For Codex Desktop, or for any host, port, domain, or token that should live
outside the Codex process environment, generate a local plugin instance instead
of editing files in this repository. Pass the bridge endpoint and token at
install time; the installer writes the token to a local private dotenv file and
the generated MCP config stores only the endpoint, token variable name, and
dotenv path. The recommended shell flow reads the token from stdin so it does
not appear in process listings.
```bash
printf '%s\n' "$MEM0_OSS_MCP_TOKEN" | \
python3 plugins/mem0-oss/scripts/install_codex_plugin.py \
--url https://<bridge-host>/mcp \
--token-stdin \
--install
```
The installer writes a local marketplace under
`~/.mem0-oss-mcp/codex-plugins`, patches only that generated copy, and then
installs it through `codex plugin add`. It never writes token values into
`.mcp.json`, hook commands, or repository files. By default, token values passed
with `--token-stdin` or `--token` are stored in
`~/.mem0-oss-mcp/codex-plugins/env/<plugin-name>.env` with owner-only
permissions. You can still pass `--env-file /path/to/bridge.env` to choose the
dotenv location yourself.
For the full official Mem0 Codex plugin experience, including skills and
lifecycle hooks, use the official Mem0 repository submodule as the upstream
plugin source:
```bash
git submodule update --init --depth 1 third_party/mem0
printf '%s\n' "$MEM0_OSS_MCP_TOKEN" | \
python3 plugins/mem0-oss/scripts/install_codex_plugin.py \
--url https://<bridge-host>/mcp \
--token-stdin \
--token-env-var MEM0_OSS_MCP_TOKEN \
--with-hooks \
--install
```
`--with-hooks` copies `third_party/mem0/integrations/mem0-plugin` into the
generated local marketplace, adds a small Mem0 OSS compatibility layer, and
merges the official Codex hook entries into `~/.codex/hooks.json`. Official
hook and skill files stay in the submodule, not vendored into this repository.
The generated full plugin also replaces the upstream `/mem0:dream` skill with
an OSS manual-trigger variant that checks listing completeness and requires
confirmation before applying changes.
To upgrade them:
```bash
git -C third_party/mem0 fetch origin
git -C third_party/mem0 checkout origin/main
git add third_party/mem0
```
Then rerun `install_codex_plugin.py` so the generated local marketplace copy and
hook paths are refreshed.
The default `--mcp-transport auto` chooses stdio when `--env-file` is present.
Use `--mcp-transport http` only when you explicitly want direct HTTP MCP config
with `bearer_token_env_var`; in that mode, Codex must receive the named token
environment variable before a new thread starts.
Multiple instances can use different plugin IDs and token variables:
```bash
printf '%s\n' "$MEM0_HOME_MCP_TOKEN" | \
python3 plugins/mem0-oss/scripts/install_codex_plugin.py \
--name mem0-home \
--display-name "Mem0 Home" \
--url https://mem0-home.example.com:18443/mcp \
--token-stdin \
--token-env-var MEM0_HOME_MCP_TOKEN \
--with-hooks \
--install
```
## OpenCode plugin
OpenCode's official Mem0 plugin is a native TypeScript plugin rather than an
MCP-only config. To use that full plugin experience with Mem0 OSS, generate a
local OpenCode plugin copy from the official Mem0 submodule and overlay the OSS
compatibility client:
```bash
git submodule update --init --depth 1 third_party/mem0
printf '%s\n' "$MEM0_OSS_MCP_TOKEN" | \
python3 plugins/mem0-oss/scripts/install_opencode_plugin.py \
--url https://<bridge-host>/mcp \
--token-stdin \
--install
```
The installer writes a generated copy under
`~/.mem0-oss-mcp/opencode-plugins/<name>`, builds it with Bun, and installs a
small loader in `~/.config/opencode/plugins/<name>.js`. OpenCode loads local
plugins from that directory at startup. The generated plugin keeps the upstream
OpenCode hooks, native tools, and skills, while its memory client forwards
operations to `mem0-oss-mcp` through JSON-RPC `tools/call`.
Generated plugins default to explicit capture: periodic message capture is off,
and memories are written through the plugin's explicit memory tools. The
upstream client-side Dream workflow is also off because durable consolidation
belongs on the server. These defaults can be changed deliberately:
- `--auto-capture-mode bounded` samples every tenth message, with normalized
duplicate suppression and per-session/per-day limits.
- `--auto-capture-mode legacy` restores the upstream every-third-message
behavior.
- `--client-dream` re-enables the upstream client-side Dream workflow.
Existing `MEM0_OSS_AUTO_CAPTURE_MODE` and `MEM0_DREAM` environment values take
precedence over installer defaults.
Token values passed with `--token-stdin` or `--token` are written to a local
private dotenv file under `~/.mem0-oss-mcp/opencode-plugins/env/`; they are not
written to generated TypeScript source. Pass `--env-file` when you want to
choose the dotenv path yourself.
To update the upstream OpenCode plugin files, update the `third_party/mem0`
submodule and rerun `install_opencode_plugin.py`.
## Run
```bash
PYTHONPATH=src python3 -m mem0_oss_mcp.server
```
Docker:
```bash
docker build -t mem0-oss-mcp .
docker run --rm -p 8080:8080 --env-file .env mem0-oss-mcp
```
## Tools
- `add_memory`
- `search_memories`
- `get_memories`
- `get_memory`
- `update_memory`
- `delete_memory`
- `delete_all_memories`
- `delete_entities`
- `list_entities`
- `list_events`
- `get_event_status`
`list_events` and `get_event_status` are implemented locally because the OSS
REST server writes synchronously and does not expose the platform event API.
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues