Mediagraph CLI

A single binary that exposes the entire Mediagraph API to AI agents and shells. Ships as both a CLI (mediagraph <tool>) and an MCP server (mediagraph serve) — same code path, same auth, same output shape.

About Mediagraph: a digital asset management (DAM) platform for organizing, sharing, and AI-tagging media at scale. Learn more at www.mediagraph.io.

Built for agent workflows: every tool call returns JSON on stdout, errors on stderr with stable codes, and global flags handle the boring stuff (auth, pagination, retries, dry-runs, polling).

Install

npm install -g @mediagraph/cli     # ships the `mediagraph` command

Related MCP server: Picsha AI MCP Server

Authentication

Interactive (developer machines)

mediagraph auth login        # opens a browser, completes OAuth, persists tokens
mediagraph auth status       # {authenticated, organization, user, token}

Tokens are stored encrypted at ~/.mediagraph/tokens.enc and refreshed automatically.

Headless (CI, sandboxes, agents)

Use a Personal Access Token. Set both env vars:

export MEDIAGRAPH_PAT="<token>"
export MEDIAGRAPH_ORGANIZATION_ID="<numeric org id>"
mediagraph auth status       # → {authenticated: true, mode: "pat", ...}

Generate a PAT in Mediagraph → Profile → Personal Access Tokens, or via mediagraph create_personal_access_token --name "ci".

CLI usage

mediagraph <tool> [flags]              # invoke any tool, prints JSON
mediagraph <tool> --help               # show flags for a tool
mediagraph list-tools [--brief]        # every tool, JSON
mediagraph search-tools "<query>"      # ranked keyword search over the registry
mediagraph skills [name|list|all]      # focused Markdown recipes for agents
mediagraph skill                       # full bundled agent onboarding guide
mediagraph sync ...                    # continuous folder sync (see below)
mediagraph serve                       # start the MCP server on stdio
mediagraph auth login | logout | status

Tool flags

Every tool's flags are derived from its JSON Schema:

# Flag form
mediagraph search_assets --q "tag_text:nature" --per_page 5
mediagraph create_bulk_job --asset_ids 12,34,56 --tag_names sunset --tag_mode add

# Or pass the whole input as JSON
mediagraph search_assets --json '{"q":"tag_text:nature","per_page":5}'

Type coercion: numbers, booleans (--flag / --no-flag), arrays (comma-separated, repeated, or JSON), objects (JSON only).

Global flags

These work with any tool:

Examples:

# Get all assets matching a query, capped at 500
mediagraph search_assets --q "tag_text:nature" --all --limit 500

# Preview a destructive op
mediagraph delete_asset --id 42 --dry-run

# Block until a bulk job finishes
mediagraph create_bulk_job --asset_ids 1,2,3 --tag_names sunset --tag_mode add --wait

Output contract

• stdout — JSON only (always parseable). With --envelope, wrapped in {ok, tool, data, meta}.

• stderr — structured error envelope: {ok: false, code, error, hint?, context?}.

• exit code — 0 success, 1 runtime/tool/network, 2 argument parse error, 3 auth required.

Stable error codes: AUTH_REQUIRED, BAD_ARGS, UNKNOWN_COMMAND, UNKNOWN_TOOL, NOT_FOUND, RUN_LOCKED, NETWORK, RATE_LIMITED, TOOL_ERROR, CONFIG_ERROR, INTERNAL.

The client honors Retry-After on 429/503 (delta-seconds and HTTP-date forms), caps backoff at 60s, and surfaces X-PAT-Disabled as a structured auth error.

Search syntax

The q parameter on search_assets accepts advanced operators:

Common fields: tag_text, filename.keyword, description, title, ext, creator_text, copyright, city, state, country.

Continuous folder sync

Mirror a remote storage folder to a local directory (or vice versa) and keep them in sync on a schedule. Resilient to crashes and reboots: every run is idempotent, state persists at ~/.mediagraph/sync/<name>/state.json, and in-flight ops are resumed on the next run.

Three modes: download (pull-only — auto-fetch new assets and new data_version_number bumps; metadata-only changes do NOT re-download), upload (push-only — hash + skip unchanged, mirror folder structure), two-way (conflicts land as <file>.conflict-v<N> next to the local file).

mediagraph sync init my-pull --mode download \
  --storage-folder-id 42 --local-path ~/Pictures/mediagraph \
  --frequency hourly
mediagraph sync run my-pull       # one-shot reconciliation; safe to repeat
mediagraph sync install my-pull   # registers a launchd job (macOS)
mediagraph sync status my-pull    # JSON summary of last run

Harness options (the run command is the same in all cases):

• OS scheduler (recommended): mediagraph sync install <name> writes a launchd plist on macOS. Survives reboots, captures logs.

• Coding-agent loop: in Claude Code, /loop 1h mediagraph sync run <name>.

• Long-running watcher: mediagraph sync watch <name> for low latency without a cron.

• Manual: just run mediagraph sync run <name> whenever.

Discovering tools

The CLI ships ~157 tools. Don't load them all — search:

mediagraph skills                      # focused guide index
mediagraph skills search               # asset search and inspection recipes
mediagraph search-tools "rename file" --limit 5
mediagraph search-tools "watermark"
mediagraph create_bulk_job --help     # one tool, full schema

Tool groups: assets, search & filters, collections / lightboxes / storage folders, tags & taxonomies, tag imports, rights & sharing, custom meta fields, bulk jobs & uploads, rename presets, meta downloads (background CSV export), workflows, comments, notifications, webhooks, admin (user groups, invites, PATs, organization budget).

Use as an MCP server

For Claude Desktop and other MCP clients:

{
  "mcpServers": {
    "mediagraph": {
      "command": "npx",
      "args": ["@mediagraph/cli", "serve"]
    }
  }
}

Or one-click: download the latest mediagraph-mcp.mcpb bundle from Releases.

The MCP server exposes the same tools and a few resources:

• mediagraph://asset/{id} — asset details

• mediagraph://collection/{id} — collection with assets

• mediagraph://lightbox/{id} — lightbox with assets

• mediagraph://search?q={query} — search results

It also includes an interactive visual gallery (search_assets_visual) for thumbnail browsing, inline editing, ratings, tagging, and bulk downloads inside Claude Desktop.

Environment

Agent guides

mediagraph skills prints focused Markdown guides for agents: search, organize, metadata, ingest, bulk jobs/imports, sharing, workflows, and admin. mediagraph skill prints the full bundled SKILL.md onboarding guide.

Security

• Tokens encrypted at ~/.mediagraph/tokens.enc

• OAuth uses PKCE for public clients

• PAT auth uses HTTP Basic + OrganizationId header (matches Mediagraph server-side path)

• Access tokens auto-refreshed before expiration

• No secrets logged or exposed in errors

Development

git clone https://github.com/mediagraph-io/mediagraph-mcp.git
cd mediagraph-mcp
npm install
npm run build       # tsup bundle to dist/
npm test            # vitest, ~110 tests
npm run typecheck

Run the local build:

node dist/index.js auth status
node dist/index.js search_assets --q "test" --per_page 5

Test with the MCP inspector:

npx @modelcontextprotocol/inspector node dist/index.js serve

License

MIT — see LICENSE.

Support

• Mediagraph — product info, pricing, demos

• API Documentation

• GitHub Issues