provenio
Art provenance MCP server — 282K-node knowledge graph, cited answers, named custody gaps. Free open beta at provenio.art
Documentation
Provenio — Art Provenance MCP
Provenance and market intelligence for AI agents. A 282,731-node knowledge
graph over 273,378 art-market transactions — the Getty Provenance Index, the
Knoedler stock books (1872–1971), ERR and wartime-restitution records — served
to any MCP-compliant client.
Every answer is cited. Custody gaps are named, never guessed. Hallucination
is held under 1%, verified by an externally reproducible evaluation harness
rather than self-report. Where the record is silent, Provenio returns an
explicit gap — it never asserts clean title.
🌐 https://provenio.art · Free open beta — no key, no card.
Quick start
Add the remote server to any MCP client:
https://provenio.art/api/mcp- Claude (claude.ai / Desktop): Settings → Connectors → Add custom connector → paste the URL
- ChatGPT (MCP enabled): add as a connector — `search` / `fetch` compatible
- Cursor / other clients: streamable-http transport, no auth header needed
Open beta: 5,000 queries/month per IP, all 27 tools, full corpus. Need a
higher cap? Write to ceo@provenio.art.
What's inside
| Axis | Coverage |
|---|---|
| Knowledge graph | 282,731 nodes · CIDOC-CRM / PROV-O aligned |
| Market transactions | 273,378 (99,892 with verified inflation-adjusted prices) |
| Provenance corpus | Getty Provenance Index · Knoedler 1872–1971 · ERR · curated wartime restitution |
| Risk flagging | Nazi-era 1933–1945 (HEAR Act) · colonial-era · dealer-fraud windows |
| Non-Western depth | Korean Dansaekhwa (Kim Whanki, Lee Ufan, Park Seo-Bo) market + exhibition histories |
| Tools | 27 typed tools · 15 prompts — search, provenance chains, comparables, influence networks, reception arcs, BYOK federation |
Tools (selection)
- `get_provenance_chain` — full custody chain with verification state and risk-window flags; always returns `checked_databases`
- `search_auction_history` — lot-level prices with optional P25/50/75/90 percentile summary in one call
- `find_comparable_artworks` — era-precise, market-guarded comparables
- `get_influence_network` / `get_reception_arc` — scholarly influence and verbatim critical reception with source refs
- `byok_external_query` — federate your own Artnet/Artprice/gallery-DB credentials (SSRF-guarded)
Full catalogue: provenio.art/docs ·
Registries
- Official MCP Registry: `io.github.mildo-ai/provenio`
- Smithery: `mildo-ai/provenio`
Honesty engineering
Provenio's design contract, in one line: *no model memorises art history —
Provenio lets any model cite it.* Every response binds to a verifiable source
row; absences come back as named `coverage_gaps`; the evaluation harness that
certifies the <1% hallucination rate is re-runnable against the live API.
Read the methodology: The Invisible Gaps ·
Feedback & data corrections
Found a wrong price, a broken custody chain, a missing attribution — or want a
tool that doesn't exist yet? Open an issue.
Data corrections are applied only with a citable source, and every applied
correction is noted in the release log. You can also write to ceo@provenio.art.
Built and operated by Hoyeob Kim · Mildo Inc. ·
Contact: ceo@provenio.art
*This repository hosts the public server manifest and documentation for the
hosted MCP service. The knowledge-graph pipeline and web application live in a
private monorepo.*
Frequently asked questions
What is provenio?
provenio is Art provenance MCP server — 282K-node knowledge graph, cited answers, named custody gaps. Free open beta at provenio.art
How do I install provenio?
Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.
Is provenio open source?
Yes — it is hosted on GitHub at https://github.com/mildo-ai/provenio.
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