Terms of Use
Last updated August 23, 2026. By using Avva’s websites and MCP endpoints, signing in with Google, or publishing a Decision Model, you agree to these Terms. If you do not agree, do not use the service.
What Avva is
Avva helps experts turn patterns from decisions they already made into a published Decision Model that other people’s AI agents can consult over MCP. Avva does not run a server-side language model for extraction or review. Your own assistant builds the draft; calling agents apply the published rules and produce their own conclusions.
Because of that split, an Avva response is never a verdict Avva reached. It is a slice of a published model plus instructions, and whatever your agent concludes from it is your agent’s output — not the expert’s review, and not a check performed by Avva.
Nothing here is for sale
Avva is an unreleased beta, offered free of charge. There are no paid plans, no subscriptions, no fees, and nothing to buy — the “beta keys” that raise MCP rate limits cost nothing and are not a purchase, a license, or a promise of continued service.
If paid features ever launch, they will be offered under separate terms you have to accept first. Nothing on this site today creates a payment obligation in either direction, and no statement about future features is a commitment to build or price them.
Beta means exactly what it says: features, limits, invite gates and availability may change or stop without notice, models and accounts may be reset between releases, and the service may be discontinued in whole or in part at any time. Keep your own copy of anything you would miss. Avva does not store your source decisions — they stay with you and your assistant — and does not offer a model file to download. A Studio draft remains in this browser until you publish.
Who may use it
You must be at least 16 years old and able to form a binding contract where you live. If you use Avva on behalf of an employer or client, you confirm you are authorized to accept these Terms for them and to disclose the material you submit.
Accounts vs public expert identity
Signing in with Google creates an ownership account so you can publish, manage, and delete models. Avva stores the Google account name, email, and profile image Google returns — not a separate first-name / last-name registration form.
The public expert name, credential, domain, and summary on a model are fields you set in Studio before publish. They are product credit for the model, not your legal identity with Avva, and they need not match your Google name.
Your responsibilities
- You may only submit and publish material you have the right to use and disclose.
- You must not publish confidential, NDA-covered, personal, or unauthorized client data.
- You are solely responsible for the accuracy and safety of every field you publish.
- You must not use Avva to provide regulated professional advice under Avva’s name.
- You must keep your Google account secure; actions under that account are yours.
You keep ownership of what you publish. By publishing you grant Avva a worldwide, royalty-free license to host, reproduce, sterilize, and serve that Decision Model over its public pages, APIs, and MCP endpoints — the license needed to run the service, and nothing beyond it. It ends when you unpublish or delete the model, except for copies third parties have already retrieved, which cannot be recalled.
No professional advice. Service as-is.
Decision Models and Avva MCP responses are informational tooling for AI agents. They are not legal, medical, financial, engineering, security, or other professional advice, and using them creates no professional relationship of any kind — not with Avva, and not with the expert who published a model. Agents and humans who follow a model do so at their own risk. The expert who published it, and the operator consuming it, remain responsible for real-world decisions.
Coverage labels (Light / Solid / Broad) describe the breadth of expert-approved decisions behind a model. They are not a measure of predictive accuracy, and Avva makes no claim that a model’s output is correct, complete, or suitable for any purpose. A model’s silence on a point is not approval of that point.
To the maximum extent permitted by law, Avva and its operator provide the service “as is” and “as available”, without warranties of any kind — express or implied — including merchantability, fitness for a particular purpose, non-infringement, accuracy, or uninterrupted availability. We do not warrant that a model will match the expert’s private judgment in every case, or that automated privacy scans will catch every confidential detail.
Limitation of liability
To the maximum extent permitted by law, Avva and its operator are not liable for any indirect, incidental, special, consequential, exemplary, or punitive damages, or for lost profits, lost data, business interruption, or procurement of substitute services, arising from use of Avva, published models, MCP endpoints, or inability to use them — even if advised of the possibility.
Avva charges nothing, so no amount has ever been paid for the service. Our total aggregate liability for all claims relating to it is limited to one hundred US dollars (USD $100).
Some jurisdictions do not allow certain exclusions, and nothing here limits liability that cannot lawfully be limited — including for fraud, or for death or personal injury caused by negligence. In those places the above limits apply only to the fullest extent allowed.
Indemnity
You will defend and indemnify Avva and its operator against claims, losses, and expenses (including reasonable legal fees) arising from your content, your published models, your misuse of the service, or your breach of these Terms or applicable law.
Publication, keys, and marketplace
Publishing makes a sterilized Decision Model available on a public page and MCP endpoint you control from your dashboard. Consumer MCP access keys (avk_…) are possession-only beta credentials. Getting one asks for a work email; the address is stored as a contact on its own and is never joined to the key or to call history. The key stays separate from your Google login and is not a view into anyone’s usage. They expire on their own and can be revoked by anyone holding them. You may unpublish a model or delete your account; unpublishing or deletion stops Avva from serving that model going forward, but copies already retrieved by third parties cannot be recalled. When you delete your account, the public connector address (slug) for each model stays reserved — Avva will not reissue it to someone else.
Acceptable use
- No malware, abuse of infrastructure, or attempts to bypass auth or rate limits
- No impersonation of another person or organization in public expert credit
- No unlawful, harmful, or deceptive model content
- No scraping or bulk harvesting beyond ordinary product use
We may suspend or remove accounts or models that violate these Terms or create risk, without notice where the risk is immediate.
Complaints about published content
If a published model contains your confidential material, infringes your rights, or impersonates you, email kpdobrinov@gmail.com with the model URL and what is wrong. We remove first and ask questions after when a claim is credible — a public model is not worth the risk of leaving a genuine breach up while it is investigated.
Third-party services
Avva runs on Netlify, uses Google for sign-in, and measures traffic with Google Analytics and Yandex Metrica. Your MCP client (Claude, Cursor, Gemini, ChatGPT, or another) is your own tool under its own terms — Avva has no control over what it does with a packet it receives. What each of these processes is described in the Privacy Center.
Changes and termination
We may update these Terms by posting a new version with a new date; continued use after that date means you accept the revised Terms. You may stop using Avva at any time and delete your account from the dashboard.
Governing law
Avva is operated from Cyprus. These Terms, and any dispute or claim arising out of them or out of use of the service, are governed by the laws of the Republic of Cyprus, and the courts of Cyprus have jurisdiction.
If you are a consumer resident in the EU, the EEA or the UK, that choice does not deprive you of the protection of the mandatory consumer law of the country you live in, and you may still bring proceedings in your local courts.
Disputes
Before any of that: email us at kpdobrinov@gmail.com. Most problems with a free beta are settled faster in a message than anywhere else, and we ask for 30 days to resolve a complaint informally before either side starts a formal proceeding. That request never blocks your right to complain to a regulator.
Privacy
How Avva handles source material, accounts, analytics, and cookies is described in the Privacy Center. That page is part of these Terms by reference.
Contact
Questions about these Terms: kpdobrinov@gmail.com.