Memory Vault
mcpother officialio.github.MihaiBuilds/memory-vault · v1.6.1
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
run it
on your own machines, one way per deploy methodgenerated from the record, not tested yet
CHANGE_ME: check the image's README for its transport and port; this assumes streamable HTTP at :8000/mcp. If it speaks stdio only, use it from clients/mcp.json as a `docker run -i` command instead.
#!/usr/bin/env bash
# memory-vault (io.github.MihaiBuilds/memory-vault), recipe docker (generated).
# Generated by Hub for toolset "my-agent"; started by mcp-my-agent-memory-vault.service.
set -euo pipefail
export HOST=127.0.0.1 PORT=8101
exec docker run --rm --name mcp-my-agent-memory-vault -p 127.0.0.1:${PORT}:8000 --env-file /etc/mcp/my-agent.env ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
[Unit]
Description=MCP server memory-vault (toolset my-agent), generated by Hub
After=network-online.target docker.service
Wants=network-online.target
[Service]
Type=simple
User=mcp
Group=mcp
SupplementaryGroups=docker
EnvironmentFile=/etc/mcp/my-agent.env
Environment=HOME=/var/lib/mcp/memory-vault
WorkingDirectory=/var/lib/mcp/memory-vault
ExecStart=/opt/mcp/my-agent/bin/memory-vault.sh
Restart=on-failure
RestartSec=5
NoNewPrivileges=true
ProtectSystem=strict
ProtectHome=true
PrivateTmp=true
ReadWritePaths=/var/lib/mcp/memory-vault
[Install]
WantedBy=multi-user.target
generated from the record, not tested yet
CHANGE_ME: check the image's README for its transport and port; this assumes streamable HTTP at :8000/mcp. If it speaks stdio only, use it from clients/mcp.json as a `docker run -i` command instead.
docker run --rm -p 127.0.0.1:8101:8000 -e DB_HOST -e DB_PORT -e DB_NAME -e DB_USER -e DB_PASSWORD ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
generated from the record, not tested yet
CHANGE_ME: check the image's README for its transport and port; this assumes streamable HTTP at :8000/mcp. If it speaks stdio only, use it from clients/mcp.json as a `docker run -i` command instead.
# Generated by Hub for toolset "my-agent" (2026-10-18T01:38:58+00:00).
# Each package server runs behind a stdio->HTTP bridge and listens on localhost only.
# cp .env.example .env # fill the ${VAR}s
# docker compose up -d && bash smoke.sh
# Remote servers are not here: clients reach them directly (see clients/).
name: mcp-my-agent
services:
memory-vault:
image: ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
ports:
- 127.0.0.1:8101:8000
restart: unless-stopped
x-note: 'CHANGE_ME: check the image''s README for its transport and port; this assumes streamable
HTTP at :8000/mcp. If it speaks stdio only, use it from clients/mcp.json as a `docker run -i` command
instead.'
environment:
DB_HOST: ${DB_HOST}
DB_PORT: ${DB_PORT}
DB_NAME: ${DB_NAME}
DB_USER: ${DB_USER}
DB_PASSWORD: ${DB_PASSWORD}
volumes:
npm-cache: {}
uv-cache: {}
generated from the record, not tested yet
CHANGE_ME: check the image's README for its transport and port; this assumes streamable HTTP at :8000/mcp. If it speaks stdio only, use it from clients/mcp.json as a `docker run -i` command instead.
# Generated by Hub for toolset "my-agent" (2026-10-18T01:38:58+00:00).
# kubectl create namespace mcp
# kubectl -n mcp create secret generic mcp-credentials --from-env-file=.env
# kubectl apply -f kubernetes.yaml
# Services are cluster-internal: <name>.mcp.svc.cluster.local:8000/mcp. Put an ingress
# with auth in front before exposing any of them.
apiVersion: v1
kind: Namespace
metadata:
name: mcp
---
apiVersion: apps/v1
kind: Deployment
metadata:
name: memory-vault
namespace: mcp
labels: &id001
app: memory-vault
spec:
replicas: 1
selector:
matchLabels: *id001
template:
metadata:
labels: *id001
spec:
containers:
- name: memory-vault
image: ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
ports:
- containerPort: 8000
name: http
env:
- name: DB_HOST
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_HOST
- name: DB_PORT
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_PORT
- name: DB_NAME
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_NAME
- name: DB_USER
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_USER
- name: DB_PASSWORD
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_PASSWORD
---
apiVersion: v1
kind: Service
metadata:
name: memory-vault
namespace: mcp
spec:
selector:
app: memory-vault
ports:
- port: 8000
targetPort: http
name: http
generated from the record, not tested yet
CHANGE_ME: check the image's README for its transport and port; this assumes streamable HTTP at :8000/mcp. If it speaks stdio only, use it from clients/mcp.json as a `docker run -i` command instead.
# Generated by Hub for toolset "my-agent" (2026-10-18T01:38:58+00:00).
# Credentials come from the Secret 'mcp-credentials' (kubectl create secret generic ... --from-env-file=.env).
# Each server under `servers` is one Deployment + Service; the keys after it configure
# upstream charts a worker verified.
servers:
memory-vault:
enabled: true
replicas: 1
port: 8000
path: /mcp
container:
name: memory-vault
image: ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
ports:
- containerPort: 8000
name: http
env:
- name: DB_HOST
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_HOST
- name: DB_PORT
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_PORT
- name: DB_NAME
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_NAME
- name: DB_USER
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_USER
- name: DB_PASSWORD
valueFrom:
secretKeyRef:
name: mcp-credentials
key: DB_PASSWORD
# helm install my-agent helm/my-agent -n mcp
in the cloud
one click: the provider's deploy form opens filled in, in your own account- koyeb
-
The form opens with CHANGE_ME for each value you supply: DB_HOST, DB_PORT, DB_NAME, DB_USER, DB_PASSWORD. Fill them in before you deploy.
Clients connect to the service's https://…koyeb.app address plus /mcp.
- azure
-
A Container Apps environment with one app per server, each with HTTPS ingress and one replica. The portal asks for each value you supply as a secure parameter; the deployment's outputs list the endpoints.
connect to it
copy what your client needsdocker run -i --rm -e DB_HOST -e DB_PORT -e DB_NAME -e DB_USER -e DB_PASSWORD ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
{
"mcpServers": {
"memory-vault": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"DB_HOST",
"-e",
"DB_PORT",
"-e",
"DB_NAME",
"-e",
"DB_USER",
"-e",
"DB_PASSWORD",
"ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1"
],
"env": {
"DB_HOST": "${DB_HOST}",
"DB_PORT": "${DB_PORT}",
"DB_NAME": "${DB_NAME}",
"DB_USER": "${DB_USER}",
"DB_PASSWORD": "${DB_PASSWORD}"
}
}
}
}
#!/usr/bin/env bash
# Registers every server with Claude Code (run once; `claude mcp list` to check).
set -euo pipefail
set -a; [ -f .env ] && source .env; set +a
claude mcp add memory-vault -e "DB_HOST=${DB_HOST}" -e "DB_PORT=${DB_PORT}" -e "DB_NAME=${DB_NAME}" -e "DB_USER=${DB_USER}" -e "DB_PASSWORD=${DB_PASSWORD}" -- docker run -i --rm -e DB_HOST -e DB_PORT -e DB_NAME -e DB_USER -e DB_PASSWORD ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1
{
"mcpServers": {
"memory-vault": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"DB_HOST",
"-e",
"DB_PORT",
"-e",
"DB_NAME",
"-e",
"DB_USER",
"-e",
"DB_PASSWORD",
"ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1"
],
"env": {
"DB_HOST": "${DB_HOST}",
"DB_PORT": "${DB_PORT}",
"DB_NAME": "${DB_NAME}",
"DB_USER": "${DB_USER}",
"DB_PASSWORD": "${DB_PASSWORD}"
}
}
}
}
{
"servers": {
"memory-vault": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"DB_HOST",
"-e",
"DB_PORT",
"-e",
"DB_NAME",
"-e",
"DB_USER",
"-e",
"DB_PASSWORD",
"ghcr.io/mihaibuilds/memory-vault-mcp:1.6.1"
],
"env": {
"DB_HOST": "${DB_HOST}",
"DB_PORT": "${DB_PORT}",
"DB_NAME": "${DB_NAME}",
"DB_USER": "${DB_USER}",
"DB_PASSWORD": "${DB_PASSWORD}"
}
}
}
}
name: my-agent target: local servers: - hub: io.github.MihaiBuilds/memory-vault
- not probed yet: tools unpinned, ingest lists them
tools
Probe result: faileddocker: the container exited: /usr/local/lib/python3.13/site-packages/memory_vault/config.py", line 49, in env_int raise InvalidSetting( ...<2 lines>... ) from None memory_vault.config.InvalidSetting: DB_PORT must be an integer, got '<secret>'. Leave it unset or empty to use the default (5432).
runs · 1
the latest tests of this entry by the hub and its workers, newest first| date | worker | method | status | sandbox | reason |
|---|---|---|---|---|---|
| 2026-10-17 13:37 | local-mac-vm | docker | failed | gvisor | docker: the container exited: /usr/local/lib/python3.13/site-packages/memory_vault/config.py", line 49, in env_int raise InvalidSetting( ...<2 lines>... ) from … |