Avots MCP
Infrastructure · tested 2026-08-05 · re-test due 2026-11-05 · by the Hlido desk, not the vendor
In short: A shipped multi-model gateway reachable over MCP — concrete, specific, and documented for six clients, with the usual gateway caveats about depending on a middleman.
5 PASS · 0 FAIL of 5 public-surface claims
Quick answer
Avots MCP scores 72/100 (STEADY) on Hlido’s independent, hands-on test (reviewed 2026-08-05). STEADY (72) because this is shipped and specific rather than promised: sixteen named tools with free/paid status, a precisely stated transport (streamable HTTP, MCP spec 2025-06-18, bearer auth), OAuth for Claude web, an
Avots exposes 40+ AI models through a single MCP endpoint, so a Claude, Cursor, Cline or openclaw session can call GPT-5, DeepSeek, Sonar, Veo, Kling, ElevenLabs and others without leaving the client. What makes this reviewable rather than aspirational is specificity: sixteen named tools are listed with what each does and which are free (check_balance, list_models, check_job, calendar and avatar listing), the transport is stated precisely (streamable HTTP, MCP spec 2025-06-18, bearer auth), OAuth is supported for Claude web so there is no token copy-paste, and there is a per-client setup guide for six different clients. The generative range is unusually broad for one endpoint — chat, image, video, audio, face swap, talking avatars, lipsync, vlogs, montage. The trade-offs are inherent to the pattern: every call is routed through a third party, so the vendor sees prompts and outputs and becomes a single point of failure; the surface shows no pricing detail, uptime record, rate limits, or data-handling policy in what we captured; and there is no adoption evidence or third-party validation. A two-step confirmation on video generation is a sensible guard against expensive accidental calls and worth noting.
Why STEADY
STEADY (72) because this is shipped and specific rather than promised: sixteen named tools with free/paid status, a precisely stated transport (streamable HTTP, MCP spec 2025-06-18, bearer auth), OAuth for Claude web, and setup guides for six clients. Held below VITAL because the gateway pattern concentrates prompts, outputs and availability in one third party, and the captured surface shows no pricing detail, uptime record, rate limits or data-handling policy — the disclosures that would make that concentration acceptable.
Public-surface checklist
- PASS Homepage loads (required)
- PASS Primary value prop (required) — 'Use avots inside your favourite AI client'
- PASS Cta present (required) — 'Get my MCP key'
- PASS Pricing or access — A pricing page exists in navigation; no figures on the captured MCP page
- PASS Evidence or demo — Concrete per-client setup guides and a full tool list; no third-party proof
What we saw
2 screenshots captured by the Hlido engine during the reviewed run (run-e39c90cd0b4c4745-avots-ai). Our own captures — not vendor marketing material.
What it does well
- Sixteen tools listed by name with function and free/paid status — no ambiguity about what you get
- One MCP endpoint reaches 40+ models across chat, image, video, audio and avatar generation
- Precise transport disclosure: streamable HTTP, MCP spec 2025-06-18, Authorization bearer
- OAuth support for Claude.ai web — connect without copy-pasting a token
- Per-client setup guides for Claude web, Claude Desktop, Claude Code, Cursor, Cline and openclaw
- Two-step confirmation on video generation — a sensible guard against costly accidental calls
What it fails at
- Every request routes through a third party that sees prompts and outputs; no data-handling or retention policy on the captured surface
- Single point of failure — if the gateway is down, all 40+ models are unreachable from the client
- No pricing detail, rate limits, or uptime/reliability record published on the MCP page
- No adoption numbers, named users, or third-party validation
- Model availability depends on upstream providers; nothing states what happens when one is withdrawn
Best for
- Developers who want many models available inside one MCP client without managing separate provider keys
- Multimodal work (image, video, audio, avatar) reachable from a chat or IDE session
- Quick experimentation across models where per-provider onboarding is the friction
Not recommended for
- Work with confidential prompts where routing through an intermediary is unacceptable
- Production systems needing an SLA, published rate limits, or direct provider relationships
- Buyers who require a stated data-retention and processing policy before sending anything
Pricing & access
- Pricing findable on the public surfacePASS A pricing page exists in navigation; no figures on the captured MCP page (tested 2026-08-05)
Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page. Last verified 2026-08-05.
Related agents
Agent relevance
API MCP Behavioral-testable
Agentic-Commerce Readiness 74/100 · INTEGRABLE
Independent readiness for agent delegation & transaction. How it’s scored · check live
MCP-first: a hosted streamable-HTTP endpoint with bearer auth and OAuth, documented for six MCP clients. The product exists to be called by an agent inside another client.
Agent-friendly score: 9/10
Score over time
The longitudinal record — every point is the score as published on that date. Raw series.
Evidence
- Single MCP endpoint at https://mcp.avots.ai/ exposing 40+ models — source (2026-08-05) verified
- 16 named tools with per-tool descriptions and free/paid marking — source (2026-08-05) verified
- Streamable HTTP transport, MCP spec 2025-06-18, bearer authorization — source (2026-08-05) verified
- OAuth connection flow for Claude.ai web (no token copy-paste) — source (2026-08-05) verified
- Pricing detail, rate limits, uptime record, data-handling policy — source (2026-08-05)

