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MCP for verifiable AI: DOI/ORCID/OpenAlex, OpenCitations, PubPeer, Funder, salami screen, archive, repro hash, media provenance (C2PA/EXIF/pHash/video/PDF/AI-gen sig/CID), peer-review, forecast, SEC EDGAR, GLEIF, Wikidata, Wikipedia cite-health, trials, World Bank, OSM, DefiLlama, USGS, MOLIT, RDAP, EVM audit, npm/PyPI supply chain, Retraction Watch, Korean law/KYB, OFAC sanctions, openFDA/CPSC recall, DOAJ, PR diff, cross-source reconcile. 99 tools / 36 cats. v0.11.1 retires USPTO patent.

Project description

vivory-mcp-verification

Verifiable AI work — one MCP server for every "is this real?" question.

An umbrella MCP (Model Context Protocol) server that gives AI agents a single registration for 98 verification tools across 36 categories: claim verification, DOI + ORCID + Crossref Funder + OpenCitations + PubPeer post-publication review, web archive lookup, URL hash + dataset fingerprint, reproducibility hash registry, media + document provenance (C2PA / EXIF / pHash / video / PDF / AI-generator signature / CID v1 / RFC 3161 timestamp), Universal Peer Review (panel + bulk + stats), forecast track record + ensemble + calibration, SEC EDGAR, GLEIF, Wikidata, Wikipedia cite-health, ClinicalTrials.gov, World Bank macro, OpenStreetMap, DefiLlama TVL, USGS, MOLIT RTMS, RDAP + DoH DNS, EVM blockchain audit + proxy upgrade poll, npm + PyPI supply-chain, Retraction Watch, Korean law + KYB (NTS × CSL Verified Fact corpus), OFAC + UN + EU sanctions, openFDA + CPSC recall, DOAJ journal quality, PR-vs-article diff, and curated multi-step workflows.

Built by Vivory — a verifiable AI work platform. Mission: in an age where everything is synthesized, verification trails become trust.

What's inside (v0.10.0 — 98 tools / 36 categories)

Category # What it answers
Claim 3 Extract / verify / archive citations from arbitrary text
DOI 4 Resolve, retraction-check, author network (Crossref + OpenAlex)
Archive 3 Wayback Machine snapshot lookup, capture, history
Repro 3 Vivory Repro Hub hash registry — match, lookup, diff
Provenance 13 C2PA, PDF provenance, hash chain, watermark, RFC 3161 timestamp, EXIF, perceptual hash, video metadata + frame-hash, PDF metadata, file hash, AI-generator signature DB, combined summary — who/when/where/what across image/video/PDF
Peer review 5 Vivory Universal Peer Review — verdict + per-persona + bulk + reviewer panel + stats
Forecast 4 Vivory crypto.vivory.app/forecast track record + submit + Polymarket/Kalshi/Manifold ensemble + ECE/MCE/Brier calibration
Filing 3 SEC EDGAR — ticker → CIK, recent filings, XBRL company facts
Entity 3 GLEIF — LEI lookup, name search, corporate hierarchy
Work 3 OpenAlex academic works + citation graph + salami-slicing near-dup screen
Wikidata 2 Q-number entity grounding — global hallucination backbone
Trial 2 ClinicalTrials.gov v2 — NCT registry verify + search
Indicator 2 World Bank Open Data — macro indicators + time series
Place 2 OpenStreetMap Nominatim — geo verification by ID / coords / name
TVL 2 DefiLlama — crypto protocol + chain TVL verification
Quake 2 USGS Earthquake — seismic event verification
Apt 2 MOLIT RTMS — Korean apartment real-transaction prices (sigungu × month × trade/rent)
Identity 2 ORCID author identity — resolve iD to name + works, chain into DOI verdicts
Web 2 URL hash + dataset fingerprint — sha256 + size + ETag + structure probe
Domain 4 RDAP whois + Cloudflare DoH DNS + owner-change + WHOIS history
Chain 4 EVM blockchain audit envelope + contract-admin activity + proxy-upgrade poll (Eth/Arb/Base/Op/Polygon)
npm 2 Package metadata + maintainer history + typosquat heuristic
PyPI 2 Package metadata + maintainer history + typosquat heuristic
Retraction 3 Retraction Watch DOI status + recent retractions + by-journal feed
Workflow 3 Curated multi-step recipes — paper repro, crypto diligence, AI-output verify
Policy 2 Custom verification policy framework — list presets + evaluate
Law (KR) 5 NTS × CSL Verified Fact corpus — law lookup + currency + case search + bill status + company KYB
Sanctions 1 OFAC + UN + EU + KR STIC consolidated screen (via OpenSanctions)
Recall 2 openFDA drug recall + CPSC SaferProducts consumer-product recall
Journal 1 DOAJ whitelist + predatory-publisher heuristic
PR diff 1 Press-release vs published-article fidelity diff (local n-gram)
PubPeer 1 Post-publication peer-review commentary on a DOI
OpenCitations 1 COCI citation context + self-citation count
Funder 1 Crossref Funder Registry resolver (grant chain provenance)
Wikipedia 1 External-link liveness audit for a Wikipedia article

Per-tool name list: see src/vivory_mcp_verification/server.py module docstring (the source-of-truth catalog).

Why this exists

Modern AI agents generate citations, summaries, claims, forecasts. Most of them aren't checked. The few that are checked use whatever ad-hoc lookup the agent happens to know about — Crossref for one DOI, Wayback for one URL, a half-implemented C2PA reader for one image. Every agent re-invents the verification stack.

Vivory's bet: a single MCP server with 20+ verification tools, all wrapping api.vivory.app/api/verify/* (free anonymous tier, Pro $29/mo USDC for heavier rate limits). One install, one registration, and your agent can:

  • ask whether a paragraph's citations resolve;
  • check if a DOI was retracted before citing it;
  • snapshot a URL to Wayback before linking it;
  • match a notebook hash against the Vivory Repro Hub registry;
  • inspect an image for C2PA provenance + AI watermarks;
  • look up a peer-review verdict on a Vivory Research article;
  • register a forecast and pick up the verdict at deadline.

Install

pip install vivory-mcp-verification

Or using uv:

uv pip install vivory-mcp-verification

The package auto-installs the vivory-mcp-verification script.

Use with Claude Code / Claude Desktop

Add to your MCP config (~/.claude/mcp.json or Claude Desktop config):

{
  "mcpServers": {
    "vivory-verification": {
      "command": "vivory-mcp-verification"
    }
  }
}

For a higher rate limit, sign up at https://api.vivory.app/dashboard and add the key:

{
  "mcpServers": {
    "vivory-verification": {
      "command": "vivory-mcp-verification",
      "env": {
        "VIVORY_API_KEY": "vk_live_..."
      }
    }
  }
}

Use with claude mcp add (Claude Code CLI)

claude mcp add vivory-verification vivory-mcp-verification

Drop into your agent

Ready-to-copy recipes that wire Vivory verification into the most common agent stacks:

Agent stack Recipe
Claude Code subagent examples/claude-code-verify-before-publish.md
Cursor rule examples/cursor-verify.mdc
LangGraph node examples/langgraph-verification-node.py
Plain MCP client examples/quickstart.md

Each recipe is small (~30–60 lines), MIT-licensed, and battle-tested against the live api.vivory.app gateway. Use them as-is or fork the checks to your workflow.

Tier limits — Vivory API Pro

Tier Daily quota Notes
Anonymous 100/day/IP No signup, polite caching
Free 500/day Sign up at api.vivory.app/dashboard
Pro 10,000/day $29/mo USDC (CoolWallet · Arbitrum) or card. 31-day pass, no auto-renew, no custody. Same key also extends REST gateway quotas at api.vivory.app/api/public-tools/* (Korean public-data passthroughs that used to live in the retired vivory-mcp-korea).
Enterprise 100,000/day contact@vivory.app (self-serve only, no SaaS sales)

Sign up at api.vivory.app/dashboard/public-api.

Heavy tools (doi_author_network depth=2, verify_claim mode=thorough, repro_artifact_diff) count as 5 calls each.

How verification verdicts work

Every endpoint returns a uniform envelope:

{
  "implementation_phase": "v0.1-real",
  "checked_at": "2026-05-06T18:00:00Z",
  "sources": ["crossref", "openalex"],
  "data": { ... },
  "note": null
}

implementation_phase is the contract:

  • v0.1-real — full implementation, results trustworthy
  • v0.1-partial — partial (e.g. core works, advanced sub-feature pending)
  • v0.1-scaffold — envelope shape stable, backing service ships in a later release

Every tool returns its own phase so an agent can branch on it. The live count per phase is exposed at https://api.vivory.app/api/verify/manifest and never needs a package upgrade to stay in sync.

Error envelope (so agents can branch)

When a tool name is unknown or an upstream call fails, the MCP returns a structured envelope instead of raising:

{
  "error": "ConnectionError: ...",
  "code": "RATE_LIMIT|AUTH|TIMEOUT|NOT_FOUND|VALIDATION|UPSTREAM|UNKNOWN_TOOL",
  "tool": "verify_doi",
  "gateway": "vivory-mcp-verification",
  "did_you_mean": ["verify_dataset_fingerprint"]
}

Branch on code (stable) — not the human error string.

Self-hosting

Set VIVORY_API_BASE to point at your own gateway (the backend is open source — src/backend/app/routers/verify.py in jayjodev/vivory).

VIVORY_API_BASE=https://my-gateway.example.com/api vivory-mcp-verification

The Vivory MCP family

  • vivory-mcp-verification (this package) — 98 universal verification tools across 36 categories. Korean public sources are bundled inside verdict evidence (kor_law_currency, kor_company_status, doi_retraction_status, …) instead of as a separate Korea-only MCP.
  • vivory-mcp-korearetired 2026-05-21. v0.6.0 ships a single deprecation_notice tool. Raw Korean-public-data passthrough was removed because re-distributing third-party data mismatched the verifiable-AI-work motto. The Korean sources are still accessible as REST endpoints at api.vivory.app/api/public-tools/* (free anonymous 100/day per IP).

License

MIT.

Links

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