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    minirag-mcp

    mcpkey · package
    io.github.sfrangulov/minirag-mcp · v0.6.1
    deploy just this

    Local-first RAG MCP server: hybrid search over a folder of your own documents

    run it

    on your own machines, one way per deploy method
    generated from the record, not tested yet
    # once, as root:
# as_mcp DIR COMMAND...: runs COMMAND as the mcp user in DIR, its home, sandboxed as the
# units are: a package's install scripts can write to DIR only, as the server later can
as_mcp() {
  local dir="$1"; shift
  systemd-run --quiet --wait --pipe --collect --uid=mcp --gid=mcp \
    -p WorkingDirectory="$dir" -p Environment=HOME="$dir" -p ReadWritePaths="$dir" \
    -p NoNewPrivileges=true -p ProtectSystem=strict -p ProtectHome=true -p PrivateTmp=true \
    -- "$@" </dev/null
}
install -d -m 0750 -o mcp -g mcp /var/lib/mcp/minirag
# minirag: its packages, installed whole before its unit starts (no session installs)
systemctl stop mcp-my-agent-minirag.service 2>/dev/null || true
as_mcp /var/lib/mcp/minirag uv tool install minirag-mcp==0.6.1
as_mcp /var/lib/mcp/minirag uv tool install mcp-proxy

#!/usr/bin/env bash
# minirag (io.github.sfrangulov/minirag-mcp), recipe baremetal (generated).
# Generated by Hub for toolset "my-agent"; started by mcp-my-agent-minirag.service.
set -euo pipefail
export HOST=127.0.0.1 PORT=8101
exec uvx mcp-proxy --host 127.0.0.1 --port 8101 --pass-environment -- uvx minirag-mcp==0.6.1

[Unit]
Description=MCP server minirag (toolset my-agent), generated by Hub
After=network-online.target
Wants=network-online.target

[Service]
Type=simple
User=mcp
Group=mcp
EnvironmentFile=/etc/mcp/my-agent.env
Environment=HOME=/var/lib/mcp/minirag
WorkingDirectory=/var/lib/mcp/minirag
ExecStart=/opt/mcp/my-agent/bin/minirag.sh
Restart=on-failure
RestartSec=5
NoNewPrivileges=true
ProtectSystem=strict
ProtectHome=true
PrivateTmp=true
ReadWritePaths=/var/lib/mcp/minirag

[Install]
WantedBy=multi-user.target
    generated from the record, not tested yet
    docker run --rm -p 127.0.0.1:8101:8000 -e BASE_DIR -e BASE_DIRS -e DB_PATH -e CACHE_DIR -e MODEL_NAME -e MAX_FILE_SIZE -e CHUNK_TOKEN_BUDGET -e RAG_HYBRID_WEIGHT -e RAG_GROUPING -e RAG_MAX_DISTANCE -e RAG_MAX_FILES -e RAG_INSTRUCTIONS_APPEND -e ALLOW_PRIVATE_URLS ghcr.io/astral-sh/uv:python3.12-bookworm-slim sh -c 'uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx minirag-mcp==0.6.1'
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T20:25:07+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:
  minirag:
    image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
    command:
    - sh
    - -c
    - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx minirag-mcp==0.6.1
    ports:
    - 127.0.0.1:8101:8000
    volumes:
    - uv-cache:/root/.cache/uv
    healthcheck:
      test:
      - CMD
      - python3
      - -c
      - import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/status')
      interval: 30s
      timeout: 5s
      retries: 5
      start_period: 2m
    restart: unless-stopped
    environment:
      BASE_DIR: ${BASE_DIR}
      BASE_DIRS: ${BASE_DIRS}
      DB_PATH: ${DB_PATH}
      CACHE_DIR: ${CACHE_DIR}
      MODEL_NAME: ${MODEL_NAME}
      MAX_FILE_SIZE: ${MAX_FILE_SIZE}
      CHUNK_TOKEN_BUDGET: ${CHUNK_TOKEN_BUDGET}
      RAG_HYBRID_WEIGHT: ${RAG_HYBRID_WEIGHT}
      RAG_GROUPING: ${RAG_GROUPING}
      RAG_MAX_DISTANCE: ${RAG_MAX_DISTANCE}
      RAG_MAX_FILES: ${RAG_MAX_FILES}
      RAG_INSTRUCTIONS_APPEND: ${RAG_INSTRUCTIONS_APPEND}
      ALLOW_PRIVATE_URLS: ${ALLOW_PRIVATE_URLS}
volumes:
  npm-cache: {}
  uv-cache: {}
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T20:25:07+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: minirag
  namespace: mcp
  labels: &id001
    app: minirag
spec:
  replicas: 1
  selector:
    matchLabels: *id001
  template:
    metadata:
      labels: *id001
    spec:
      containers:
      - name: minirag
        image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
        ports:
        - containerPort: 8000
          name: http
        env:
        - name: BASE_DIR
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: BASE_DIR
        - name: BASE_DIRS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: BASE_DIRS
        - name: DB_PATH
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DB_PATH
        - name: CACHE_DIR
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: CACHE_DIR
        - name: MODEL_NAME
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: MODEL_NAME
        - name: MAX_FILE_SIZE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: MAX_FILE_SIZE
        - name: CHUNK_TOKEN_BUDGET
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: CHUNK_TOKEN_BUDGET
        - name: RAG_HYBRID_WEIGHT
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: RAG_HYBRID_WEIGHT
        - name: RAG_GROUPING
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: RAG_GROUPING
        - name: RAG_MAX_DISTANCE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: RAG_MAX_DISTANCE
        - name: RAG_MAX_FILES
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: RAG_MAX_FILES
        - name: RAG_INSTRUCTIONS_APPEND
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: RAG_INSTRUCTIONS_APPEND
        - name: ALLOW_PRIVATE_URLS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: ALLOW_PRIVATE_URLS
        args:
        - sh
        - -c
        - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx minirag-mcp==0.6.1
        readinessProbe:
          httpGet:
            path: /status
            port: http
          initialDelaySeconds: 10
---
apiVersion: v1
kind: Service
metadata:
  name: minirag
  namespace: mcp
spec:
  selector:
    app: minirag
  ports:
  - port: 8000
    targetPort: http
    name: http
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T20:25:07+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:
  minirag:
    enabled: true
    replicas: 1
    port: 8000
    path: /mcp
    container:
      name: minirag
      image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
      ports:
      - containerPort: 8000
        name: http
      env:
      - name: BASE_DIR
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: BASE_DIR
      - name: BASE_DIRS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: BASE_DIRS
      - name: DB_PATH
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DB_PATH
      - name: CACHE_DIR
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: CACHE_DIR
      - name: MODEL_NAME
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: MODEL_NAME
      - name: MAX_FILE_SIZE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: MAX_FILE_SIZE
      - name: CHUNK_TOKEN_BUDGET
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: CHUNK_TOKEN_BUDGET
      - name: RAG_HYBRID_WEIGHT
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: RAG_HYBRID_WEIGHT
      - name: RAG_GROUPING
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: RAG_GROUPING
      - name: RAG_MAX_DISTANCE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: RAG_MAX_DISTANCE
      - name: RAG_MAX_FILES
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: RAG_MAX_FILES
      - name: RAG_INSTRUCTIONS_APPEND
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: RAG_INSTRUCTIONS_APPEND
      - name: ALLOW_PRIVATE_URLS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: ALLOW_PRIVATE_URLS
      args:
      - sh
      - -c
      - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx minirag-mcp==0.6.1
      readinessProbe:
        httpGet:
          path: /status
          port: http
        initialDelaySeconds: 10

# 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
    deploy to koyeb

    The form opens with CHANGE_ME for each value you supply: BASE_DIR, BASE_DIRS, DB_PATH, CACHE_DIR, MODEL_NAME, MAX_FILE_SIZE, CHUNK_TOKEN_BUDGET, RAG_HYBRID_WEIGHT, RAG_GROUPING, RAG_MAX_DISTANCE, RAG_MAX_FILES, RAG_INSTRUCTIONS_APPEND, ALLOW_PRIVATE_URLS. Fill them in before you deploy.

    Clients connect to the service's https://…koyeb.app address plus /mcp.

    azure
    deploy to azuretemplate

    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 needs
    uvx minirag-mcp==0.6.1
# env: BASE_DIR, BASE_DIRS, DB_PATH, CACHE_DIR, MODEL_NAME, MAX_FILE_SIZE, CHUNK_TOKEN_BUDGET, RAG_HYBRID_WEIGHT, RAG_GROUPING, RAG_MAX_DISTANCE, RAG_MAX_FILES, RAG_INSTRUCTIONS_APPEND, ALLOW_PRIVATE_URLS
    {
  "mcpServers": {
    "minirag": {
      "command": "uvx",
      "args": [
        "minirag-mcp==0.6.1"
      ],
      "env": {
        "BASE_DIR": "${BASE_DIR}",
        "BASE_DIRS": "${BASE_DIRS}",
        "DB_PATH": "${DB_PATH}",
        "CACHE_DIR": "${CACHE_DIR}",
        "MODEL_NAME": "${MODEL_NAME}",
        "MAX_FILE_SIZE": "${MAX_FILE_SIZE}",
        "CHUNK_TOKEN_BUDGET": "${CHUNK_TOKEN_BUDGET}",
        "RAG_HYBRID_WEIGHT": "${RAG_HYBRID_WEIGHT}",
        "RAG_GROUPING": "${RAG_GROUPING}",
        "RAG_MAX_DISTANCE": "${RAG_MAX_DISTANCE}",
        "RAG_MAX_FILES": "${RAG_MAX_FILES}",
        "RAG_INSTRUCTIONS_APPEND": "${RAG_INSTRUCTIONS_APPEND}",
        "ALLOW_PRIVATE_URLS": "${ALLOW_PRIVATE_URLS}"
      }
    }
  }
}
    #!/usr/bin/env bash
# Registers every server with Claude Code (run once; `claude mcp list` to check).
set -euo pipefail
set -a; [ -f .env ] && source .env; set +a
claude mcp add minirag -e "BASE_DIR=${BASE_DIR}" -e "BASE_DIRS=${BASE_DIRS}" -e "DB_PATH=${DB_PATH}" -e "CACHE_DIR=${CACHE_DIR}" -e "MODEL_NAME=${MODEL_NAME}" -e "MAX_FILE_SIZE=${MAX_FILE_SIZE}" -e "CHUNK_TOKEN_BUDGET=${CHUNK_TOKEN_BUDGET}" -e "RAG_HYBRID_WEIGHT=${RAG_HYBRID_WEIGHT}" -e "RAG_GROUPING=${RAG_GROUPING}" -e "RAG_MAX_DISTANCE=${RAG_MAX_DISTANCE}" -e "RAG_MAX_FILES=${RAG_MAX_FILES}" -e "RAG_INSTRUCTIONS_APPEND=${RAG_INSTRUCTIONS_APPEND}" -e "ALLOW_PRIVATE_URLS=${ALLOW_PRIVATE_URLS}" -- uvx minirag-mcp==0.6.1

    {
  "mcpServers": {
    "minirag": {
      "command": "uvx",
      "args": [
        "minirag-mcp==0.6.1"
      ],
      "env": {
        "BASE_DIR": "${BASE_DIR}",
        "BASE_DIRS": "${BASE_DIRS}",
        "DB_PATH": "${DB_PATH}",
        "CACHE_DIR": "${CACHE_DIR}",
        "MODEL_NAME": "${MODEL_NAME}",
        "MAX_FILE_SIZE": "${MAX_FILE_SIZE}",
        "CHUNK_TOKEN_BUDGET": "${CHUNK_TOKEN_BUDGET}",
        "RAG_HYBRID_WEIGHT": "${RAG_HYBRID_WEIGHT}",
        "RAG_GROUPING": "${RAG_GROUPING}",
        "RAG_MAX_DISTANCE": "${RAG_MAX_DISTANCE}",
        "RAG_MAX_FILES": "${RAG_MAX_FILES}",
        "RAG_INSTRUCTIONS_APPEND": "${RAG_INSTRUCTIONS_APPEND}",
        "ALLOW_PRIVATE_URLS": "${ALLOW_PRIVATE_URLS}"
      }
    }
  }
}
    {
  "servers": {
    "minirag": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "minirag-mcp==0.6.1"
      ],
      "env": {
        "BASE_DIR": "${BASE_DIR}",
        "BASE_DIRS": "${BASE_DIRS}",
        "DB_PATH": "${DB_PATH}",
        "CACHE_DIR": "${CACHE_DIR}",
        "MODEL_NAME": "${MODEL_NAME}",
        "MAX_FILE_SIZE": "${MAX_FILE_SIZE}",
        "CHUNK_TOKEN_BUDGET": "${CHUNK_TOKEN_BUDGET}",
        "RAG_HYBRID_WEIGHT": "${RAG_HYBRID_WEIGHT}",
        "RAG_GROUPING": "${RAG_GROUPING}",
        "RAG_MAX_DISTANCE": "${RAG_MAX_DISTANCE}",
        "RAG_MAX_FILES": "${RAG_MAX_FILES}",
        "RAG_INSTRUCTIONS_APPEND": "${RAG_INSTRUCTIONS_APPEND}",
        "ALLOW_PRIVATE_URLS": "${ALLOW_PRIVATE_URLS}"
      }
    }
  }
}
    name: my-agent
target: local
servers:
- hub: io.github.sfrangulov/minirag-mcp
    • not probed yet: tools unpinned, ingest lists them

    tools

    Not probed yetThe tools appear once the hub or its worker has listed this entry. Running it still works: your client lists them on first start.