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    fiftyone-mcp-server

    mcpopen · package
    io.github.AdonaiVera/fiftyone-mcp-server · v0.1.2
    deploy just this

    Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

    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/fiftyone
# fiftyone: its packages, installed whole before its unit starts (no session installs)
systemctl stop mcp-my-agent-fiftyone.service 2>/dev/null || true
as_mcp /var/lib/mcp/fiftyone uv tool install fiftyone-mcp-server==0.1.2
as_mcp /var/lib/mcp/fiftyone uv tool install mcp-proxy

#!/usr/bin/env bash
# fiftyone (io.github.AdonaiVera/fiftyone-mcp-server), recipe baremetal (generated).
# Generated by Hub for toolset "my-agent"; started by mcp-my-agent-fiftyone.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 fiftyone-mcp-server==0.1.2

[Unit]
Description=MCP server fiftyone (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/fiftyone
WorkingDirectory=/var/lib/mcp/fiftyone
ExecStart=/opt/mcp/my-agent/bin/fiftyone.sh
Restart=on-failure
RestartSec=5
NoNewPrivileges=true
ProtectSystem=strict
ProtectHome=true
PrivateTmp=true
ReadWritePaths=/var/lib/mcp/fiftyone

[Install]
WantedBy=multi-user.target
    generated from the record, not tested yet
    docker run --rm -p 127.0.0.1:8101:8000 ghcr.io/astral-sh/uv:python3.12-bookworm-slim sh -c 'uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx fiftyone-mcp-server==0.1.2'
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T17:36:52+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:
  fiftyone:
    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 fiftyone-mcp-server==0.1.2
    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
volumes:
  npm-cache: {}
  uv-cache: {}
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T17:36:52+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: fiftyone
  namespace: mcp
  labels: &id001
    app: fiftyone
spec:
  replicas: 1
  selector:
    matchLabels: *id001
  template:
    metadata:
      labels: *id001
    spec:
      containers:
      - name: fiftyone
        image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
        ports:
        - containerPort: 8000
          name: http
        env: []
        args:
        - sh
        - -c
        - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx fiftyone-mcp-server==0.1.2
        readinessProbe:
          httpGet:
            path: /status
            port: http
          initialDelaySeconds: 10
---
apiVersion: v1
kind: Service
metadata:
  name: fiftyone
  namespace: mcp
spec:
  selector:
    app: fiftyone
  ports:
  - port: 8000
    targetPort: http
    name: http
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T17:36:52+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:
  fiftyone:
    enabled: true
    replicas: 1
    port: 8000
    path: /mcp
    container:
      name: fiftyone
      image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
      ports:
      - containerPort: 8000
        name: http
      env: []
      args:
      - sh
      - -c
      - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx fiftyone-mcp-server==0.1.2
      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

    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 deployment's outputs list the endpoints.

    connect to it

    copy what your client needs
    uvx fiftyone-mcp-server==0.1.2
    {
  "mcpServers": {
    "fiftyone": {
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  }
}
    #!/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 fiftyone -- uvx fiftyone-mcp-server==0.1.2

    {
  "mcpServers": {
    "fiftyone": {
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  }
}
    {
  "servers": {
    "fiftyone": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  }
}
    name: my-agent
target: local
servers:
- hub: io.github.AdonaiVera/fiftyone-mcp-server
    • not probed yet: tools unpinned, ingest lists them

    tools

    Probe result: faileddocker: the container exited: | Exception Group Traceback (most recent call last): | …aexit__(exc_type, exc_val, exc_tb) | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | File "<path>", line 847, in __aexit__ | raise BaseExceptionGroup( | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception) +-+---------------- 1 ---------------- | Traceback (most recent call last): | File "<path>", line 194, in run_mcp_server | proxy = await create_proxy_server(session) | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | File "<path>", line 19, in create_proxy_server | response = await remote_app.initialize() | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | File "<path>", line 183, in initialize | result = await self.send_request( | ^^^^^^^^^^^^^^^^^^^^^^^^ | File "<path>", line 306, in send_request | raise McpError(response_or_error.error) | mcp.shared.exceptions.McpError: Connection closed +------------------------------------; baremetal: same crash as docker

    runs · 1

    the latest tests of this entry by the hub and its workers, newest first
    dateworkermethodstatussandboxreason
    2026-10-18 15:35 local-mac-vm docker failed gvisor docker: the container exited: | Exception Group Traceback (most recent call last): | …aexit__(exc_type, exc_val, exc_tb) | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^…