Use ChronoVerify with LlamaIndex

Integration guide

Wrap the published ChronoVerify MCP server as LlamaIndex tools with BasicMCPClient and McpToolSpec. Your agent gets verify_image and get_signed_report directly.

When your agent should call ChronoVerify

Call it before you trust or act on any user-submitted or sourced image. Strong triggers:

• A user uploads a photo as evidence: an insurance claim, a damage report, a dispute, an identity or onboarding step.
• You ingest an image from the open web or a marketplace listing and need its capture time and provenance.
• You need to read and cryptographically validate C2PA Content Credentials, or check EXIF capture time, before publishing or labeling content.
• You want a signed audit record of a check, for example an EU AI Act Article 50 transparency record.

Branch on the verdict and confidence it returns; treat anything below your bar as needing human review.

Install

pip install llama-index-tools-mcp

Load the ChronoVerify tools

from llama_index.tools.mcp import BasicMCPClient, McpToolSpec

client = BasicMCPClient(
    "npx",
    args=["-y", "chronoverify-mcp"],
    # env={"CHRONOVERIFY_API_KEY": "cv_live_..."},  # optional
)
tools = McpToolSpec(client=client).to_tool_list()

What comes back

The response is one JSON object, the same in the browser and the API. The verdict is one of provenance_confirmed, consistent, inconclusive, metadata_anomaly, or manipulation_indicated.

{
  "schema_version": "v1",
  "verdict": "consistent",
  "confidence": 61,
  "headline": "Metadata is internally consistent. No manipulation signals fired.",
  "capture_time": {
    "value": "2026-05-18T14:32:10",
    "source": "exif",
    "consistent": null
  },
  "capture_device": {
    "make": "Canon",
    "model": "EOS R6",
    "software": "Firmware 1.8.1"
  },
  "c2pa": {
    "present": false,
    "validated": null,
    "validation_state": null,
    "signer": null
  },
  "integrity": {
    "sha256": "1313339a...",
    "sha512": "93a81e4a...",
    "format": "JPEG"
  }
}

Full field reference, including the C2PA validation state and signer, is on the method and API page and in /openapi.json.

What a verdict tells you

ChronoVerify returns the photo's capture time, the capture device, the validated provenance state, and the file hashes, as a typed verdict with a confidence. It is not a deepfake or AI-generation detector, and a verdict is investigative triage, not proof: a clean result means a file's saved data is internally consistent, not that the scene it shows is real. Never use a verdict as the sole basis for an automated decision about a person.

Common questions