500+ AI models in one account: find and price models, make images, video, speech and text.
ai.oceantoken/mcp (Model Context Protocol) Server
The ai.oceantoken/mcp MCP server provides access to an account containing 500+ AI models. Its described capabilities include finding and pricing models, and generating content across images, video, speech, and text.
🛠️ Key Features
Includes 500+ AI models under one account
Supports model discovery
Supports model pricing
Provides functions for image, video, speech, and text generation
🚀 Use Cases
Locate AI models and review their prices
Generate images, video, speech, or text using models from the account
⚡ Developer Benefits
Centralized access to a large model catalog (500+ models)
Developer workflows can use availability and pricing information for model selection
⚠️ Limitations
No additional tool details, configuration, authentication, or specific MCP endpoints are provided in the available server data.
OceanToken is one account for 500+ AI models: GPT, Claude, Gemini,
DeepSeek and Qwen for text; GPT Image, Seedream, Recraft and Gemini for images; Seedance, Veo,
Sora and Wan for video; plus text-to-speech and transcription. This plugin brings all of it into
your coding agent: Codex, Claude Code, Cursor, Gemini CLI, OpenClaw, VS Code and any other MCP client. Your agent can find a model, check what it costs, generate the asset, and save
it into your project.
What your agent gets
Tool
What it does
search_models
Search the catalog by name, type, publisher, capability and price.
get_model
Pricing, limits, and the sizes, durations and inputs a model accepts.
estimate_cost
What a request will cost before it runs, and whether your balance covers it.
generate_image
Text-to-image and image edits, with previews and download links.
create_video + get_job
Video from text, from a first (and last) frame, or from reference media.
generate_speech
Voice-overs and narration.
transcribe_audio
Transcripts and SRT/VTT subtitles.
ask_model
Hand a sub-task to another model: a cheaper one, or a second opinion.
upload_file
Use local files as references.
get_account
Balance, available balance and spend.
Three skills teach the agent how to use them well:
oceantoken-media: produce images, video and audio for a project.
oceantoken-models: choose, price and delegate.
oceantoken-setup: run Codex or Claude Code itself on OceanToken, or wire up your app.
The same plugin folder carries manifests for each host (.codex-plugin, .claude-plugin,
.cursor-plugin, and the open Agent Pluginsplugin.json), so
every host gets the same tools and skills.
Install
You need an OceanToken account (sign up) with some credit.
<client> is one of codex, claude-code, cursor, gemini, openclaw, opencode, vscode,
workbuddy, hermes or windsurf. It installs the plugin or MCP entry and the skills, and starts
the sign-in. See cli/ for options (API keys, dry run, disconnect). The sections below do
the same by hand.
The button adds the MCP server; Cursor asks you to sign in the first time a tool runs. To get the
skills as well, install the plugin from this repository (it has a .cursor-plugin marketplace
manifest).
The ClawHub package brings the three skills
(also on ClawHub on their own: oceantoken-media, oceantoken-models, oceantoken-setup). The
mcp set entry registers the server with OpenClaw so mcp login can sign you in; it replaces the
plugin's own unauthenticated entry of the same name.
Any other MCP client
OceanToken is in the official MCP Registry as
ai.oceantoken/mcp, so clients that browse the registry (VS Code and GitHub Copilot, for
example) can find it by name.
The server is https://mcp.oceantoken.ai/mcp (streamable HTTP). It supports OAuth with dynamic
client registration, so most clients just need the URL. To use an API key instead, send it as a
bearer token:
bash
# Codex, without the pluginexport OCEANTOKEN_API_KEY=sk-...
codex mcp add oceantoken --url https://mcp.oceantoken.ai/mcp --bearer-token-env-var OCEANTOKEN_API_KEY
# Claude Code, without the plugin
claude mcp add --transport http oceantoken https://mcp.oceantoken.ai/mcp \
--header "Authorization: Bearer $OCEANTOKEN_API_KEY"
Muse Code also reads skills from ~/.agents/skills: copy the folders in
plugins/oceantoken/skills/ there to get the OceanToken workflows.
Make your agent reach for OceanToken
Agents choose their own tools. They use OceanToken for anything they cannot do
themselves (video, voice-overs, subtitles, models they don't have, cost
estimates). For images, Codex also has a built-in generator, so ask for
OceanToken by name, or make it a rule:
Ask explicitly: $oceantoken-media ... in Codex, /oceantoken:oceantoken-media ...
in Claude Code, or simply "use OceanToken to ...".
Make it a project rule in AGENTS.md (Codex) or CLAUDE.md (Claude Code):
markdown
Generate images, video, voice-overs and subtitles with the OceanToken tools.
Estimate the cost first and ask me before spending more than $2.
Skip approval prompts for the read-only tools in Codex (~/.codex/config.toml):
Sign in: your OceanToken email and password. This creates an API key for the connecting
app, which you can see and revoke under API keys in the console.
API key: paste a key you already have. Give it a credit limit if you want a cap for the
agent.
Revoking the key disconnects the app immediately.
Costs
You pay the model's usage from your prepaid OceanToken balance, at the prices on the
Models page. Ask your agent for an estimate first
(estimate_cost). Video jobs place a small hold when they start and charge the actual cost when
they finish. Failed jobs are not charged.
Privacy and terms
Prompts and files go to the model you choose, through OceanToken, to produce your result.
Generated files are stored in your OceanToken storage and shared as time-limited links. See the
privacy policy and terms.
Support
Open an issue. OceanToken is a
product of NextForm LLC.
Install
Remote endpoint
Streamable HTTP
Hosted server - connect over the network, no local install.