MCP and Automation Clients

JA4M Client Research

Explore JA4M-style metadata for MCP clients, browser agents, automation runtimes, and trace-aware client handoffs.

Open MCP MetadataView MCP Manifest

Public-Safe Boundary

Local analysis works without login. Protected actions use PLATPHORM_API_KEY only.

Raw IPs, raw high-entropy component values, full visitor hashes, and unredacted JA4 digest metadata are excluded from public surfaces.

Research Metadata

Research

JA4M metadata captures client-family and transport hints where available. Unknowns are labeled unknown rather than guessed.

MCP Integration

Active

Read-only MCP introspection is public. Protected MCP tools check request headers at call time before any sensitive operation.

Limitations

Research

JA4M-style analysis is a research surface and cannot identify a private person or prove intent.