Frontier First AI Marketplace. One balance for text, image, and video. Hosted Model Context Protocol at https://mcp.pzero.studio/mcp. Point Cursor, Claude, Claude Code, or any remote MCP client at that URL after you have topped up.
Scored across 18 tools
The video tooling is heavily overlapped: generate_video and video_queue both target /v1/video/queue, while get_generation_status, video_retrieve, and wait_for_video all cover status polling/retrieval. The descriptions try to separate power-user vs agent paths, but an agent can easily select the wrong duplicate. Account, key, and inference tools are otherwise distinct.
Most tools follow a verb_noun pattern (create_key, list_keys, revoke_key, get_models, set_max_price), but the video set uses noun-first names like video_queue, video_quote, and video_retrieve alongside generate_video. agent_me, chat_completions, and funding_instructions also break the pattern, making the overall naming readable but not fully predictable.
18 tools is in the heavy 16-25 range, and several video tools duplicate functionality and could be consolidated. The core account, key, model, chat, image, and video workflows are all represented, so the count is not extreme but it is higher than necessary.
The surface covers account balances, funding guidance, key lifecycle, model/capacity lookup, chat and image generation, a full paid video workflow (quote/queue/status/retrieve/cleanup), and request cost recovery. Minor gaps exist, such as no image generation history or video cancellation, but agents can work around them.
GET /v1/agent/me — balances, key prefix, max price. Pending USDC is not spendable until confirmed. If confirmed is low, call funding_instructions.
POST /v1/chat/completions (buffered). Pass a live model id from get_models. Returns completion plus cost trace headers.
Inputs: model (required), messages (required), max_tokens, temperature.
POST /v1/agent/keys — mint another key. Does NOT add USDC credit. Plaintext shown once.
Inputs: name (required).
How to fund a PZERO account and authenticate MCP. MCP never accepts payment or wallet keys. Fund via Studio x402 top-up or agent HTTP signup/refill, then use Authorization Bearer pzero_…
POST /v1/image/generate — intent tool for image generation. Rejects enable_web_search. Returns images plus cost trace.
Inputs: model (required), prompt (required), n, quality, +4 more.
Intent tool: POST /v1/video/queue (settles then enqueues). Returns queue_id + cost. Confirm before calling — this spends prepaid USDC. Poll with get_generation_status or wait_for_video.
Inputs: model (required), prompt (required), audio, duration, +2 more.
GET /v1/capacity — routable DIEM and price bands before funding or spend decisions.
Inputs: max_price_cents.
POST /v1/video/retrieve once — JSON status or delivered MP4.
Inputs: queue_id (required).
GET /v1/models — resolve a live model id before inference. Optional id retrieves one public row (same object as that id in the list). Do not hardcode model ids.
Inputs: id.
GET /v1/agent/requests/{support_reference} — recover cost/trace for a prior request.
Inputs: support_reference (required).
DELETE /v1/agent/keys/{id} — irreversible. Do not revoke the key used by this MCP session unless intentional.
Inputs: id (required).
PATCH /v1/agent/max-price — raise/lower ceiling (30-80). Use when tools return no_eligible_supply with cheapest_posted_cents. Does not auto-apply.
Inputs: max_price_cents_per_dollar (required).
POST /v1/video/complete — optional cleanup after retrieve.
Inputs: queue_id (required).
POST /v1/video/queue — paid settle+enqueue. Prefer generate_video for agents.
Inputs: model (required), prompt (required), audio, duration, +2 more.
POST /v1/video/quote — no settle, no job. Check clears_now vs price ceiling vs funding before queue.
Inputs: model (required), prompt (required), audio, duration, +2 more.
POST /v1/video/retrieve — power-user status/media poll.
Inputs: queue_id (required).
Poll video retrieve until delivered or failed. Backs off on 502.
Inputs: queue_id (required), max_polls, interval_ms.
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